AI CCTV Monitoring Platform
White-label ready

AI video analytics for your existing CCTV

AI that watches every camera, on your own server.

One server at your site turns existing CCTV into checks for PPE, fire and smoke, restricted zones, people, vehicles, items on a belt and visitors. Evidence for every alert, and no cloud.

Built for plants, construction sites, warehouses and yards, chemicals, food and pharma, and any site with gates, visitors or several locations. What ships today is marked Available, and anything still to come is labelled.

How the finished system will look

Available today Available37 screens

The Monitor wall in its Auto layout: Dock 2 large in front with a helmet-missing reason, five smaller camera tiles each with a live or snapshot badge, the Boxes switch, and a Needs attention list with Open and Acknowledge buttons.The Monitor wall in its Auto layout: Dock 2 large in front with a helmet-missing reason, five smaller camera tiles each with a live or snapshot badge, the Boxes switch, and a Needs attention list with Open and Acknowledge buttons.
Monitor
The Overview dashboard: camera health, open violations, a needs-attention list and the day's trend.The Overview dashboard: camera health, open violations, a needs-attention list and the day's trend.
Overview
The Events page: filters, the event list with snapshots and the selected event's evidence and review buttons.The Events page: filters, the event list with snapshots and the selected event's evidence and review buttons.
Events
The Rules matrix: zones down the side, PPE types across, each cell with its severity and schedule.The Rules matrix: zones down the side, PPE types across, each cell with its severity and schedule.
Rules
The Training page: a paused job with its steps and loss curves, the idle-hours schedule, the Automatic training switch, past runs with their golden-set scores and the gate's verdict.The Training page: a paused job with its steps and loss curves, the idle-hours schedule, the Automatic training switch, past runs with their golden-set scores and the gate's verdict.
Training
The Incidents page: a list of incidents by status and the selected incident's evidence, the cameras the person went to next, history, assignee and comments.The Incidents page: a list of incidents by status and the selected incident's evidence, the cameras the person went to next, history, assignee and comments.
Incidents
The Storage page: disk use by category, history with a fill forecast, use by camera, the space-saving mode and recent clean-ups.The Storage page: disk use by category, history with a fill forecast, use by camera, the space-saving mode and recent clean-ups.
Storage
The Test bench comparing two models on the same photo side by side, with the mode switch and a summary of differences.The Test bench comparing two models on the same photo side by side, with the mode switch and a summary of differences.
Test bench modes
The Licence page: the edition, the modules it unlocks, cameras used against the limit, the expiry date and Apply licence file.The Licence page: the edition, the modules it unlocks, cameras used against the limit, the expiry date and Apply licence file.
Licence
The Apps page: a strip of the models running now with what each costs, then one card per app with its status, what it adds and needs and its switch, apps outside the licence greyed out, and two planned apps folded at the end.The Apps page: a strip of the models running now with what each costs, then one card per app with its status, what it adds and needs and its switch, apps outside the licence greyed out, and two planned apps folded at the end.
Apps
Settings, Updates: version 1.1.0 running, a signed update to 1.1.24 checked and ready to install with its stop time, and Roll back to the earlier version.Settings, Updates: version 1.1.0 running, a signed update to 1.1.24 checked and ready to install with its stop time, and Roll back to the earlier version.
Updates
The People directory: groups, who is on site now, a watchlisted person's panel with the reason, recent sightings and face data actions.The People directory: groups, who is on site now, a watchlisted person's panel with the reason, recent sightings and face data actions.
People directory
The Safety checks hub: each check with its cameras, model, severity, alarm outputs and switch, and the fire alarm notice.The Safety checks hub: each check with its cameras, model, severity, alarm outputs and switch, and the fire alarm notice.
Safety checks
Recorded video from four cameras over a timeline with event marks and a gap where one camera was offline, speed and sync controls, a Follow this person button, arrows to the nearby cameras, saved views that open the Monitor, and an export panel with a manifest.Recorded video from four cameras over a timeline with event marks and a gap where one camera was offline, speed and sync controls, a Follow this person button, arrows to the nearby cameras, saved views that open the Monitor, and an export panel with a manifest.
Playback and export
Video search: a text query and a grid of matching moments from several cameras with times and scores.Video search: a text query and a grid of matching moments from several cameras with times and scores.
Video search
The daily attendance sheet with clock-in and clock-out times, late and not-seen lists and an export button.The daily attendance sheet with clock-in and clock-out times, late and not-seen lists and an export button.
Time and attendance
The sign-in page with a Request access form: name, email and a reason, and a note that an administrator approves every new account.The sign-in page with a Request access form: name, email and a reason, and a note that an administrator approves every new account.
Request access
The Users page with pending access requests and a dialog showing a one-time password reset link.The Users page with pending access requests and a dialog showing a one-time password reset link.
Approvals and reset links
The Reports page: period and filter bar, five KPI tiles, violations per day against the week before, review precision, violations by PPE type, an hour by weekday heatmap and the top zones.The Reports page: period and filter bar, five KPI tiles, violations per day against the week before, review precision, violations by PPE type, an hour by weekday heatmap and the top zones.
Reports
The Cameras page grouped by area: each camera with its status, its PPE, Security, Safety and Counting checks, checks per second with the share of the budget, and a banner for the camera with no picture.The Cameras page grouped by area: each camera with its status, its PPE, Security, Safety and Counting checks, checks per second with the share of the budget, and a banner for the camera with no picture.
Cameras and areas
The visit log: each person's visits to zones with start, end and duration, filters and a CSV export.The visit log: each person's visits to zones with start, end and duration, filters and a CSV export.
Visits
A control-room wall display: a red Helmet missing banner with an Acknowledge button, Dock 2 large in front, five smaller camera tiles with feed badges, a status strip on top and the reason along the bottom.A control-room wall display: a red Helmet missing banner with an Acknowledge button, Dock 2 large in front, five smaller camera tiles with feed badges, a status strip on top and the reason along the bottom.
Second screen
The labelling tool on a frame with suggested PPE boxes waiting for review and the class list beside it. In the queue, a "plus 14 similar" chip opens a group of look-alike frames, and a "Needs more: Mask" tag marks a frame on a thin class.The labelling tool on a frame with suggested PPE boxes waiting for review and the class list beside it. In the queue, a "plus 14 similar" chip opens a group of look-alike frames, and a "Needs more: Mask" tag marks a frame on a thin class.
Labelling
A side-by-side validation of a candidate and the active model: precision, recall and mAP per class, and the confusion matrix. After activation, a "3 days later" toggle draws the per-camera table, a roll-back suggestion and a caution.A side-by-side validation of a candidate and the active model: precision, recall and mAP per class, and the confusion matrix. After activation, a "3 days later" toggle draws the per-camera table, a roll-back suggestion and a caution.
Model validation
The System page with a load-test result: frames per second per camera, inference time and GPU load, and the acceptance checklist.The System page with a load-test result: frames per second per camera, inference time and GPU load, and the acceptance checklist.
Capacity and acceptance
The System page's Backups panel with a passed restore test, the support file dialog, and a system alert with its what-to-do line.The System page's Backups panel with a passed restore test, the support file dialog, and a system alert with its what-to-do line.
Backups and support
The Models page with licence badges on every model card, the default permissive stack and the hygiene preset.The Models page with licence badges on every model card, the default permissive stack and the hygiene preset.
Model library
The security alert feed with unknown face, watchlist, after-hours and camera tamper alerts, and one alert's evidence.The security alert feed with unknown face, watchlist, after-hours and camera tamper alerts, and one alert's evidence.
Security alerts
A live 3D floor map: walls and racks standing up, camera views on the floor, people as small figures coloured by state with name tags, room occupancy, rings showing how sure each position is, a possible watchlist match with its estimated position, a last-seen list, and a 2D and 3D switch with turn and zoom buttons.A live 3D floor map: walls and racks standing up, camera views on the floor, people as small figures coloured by state with name tags, room occupancy, rings showing how sure each position is, a possible watchlist match with its estimated position, a last-seen list, and a 2D and 3D switch with turn and zoom buttons.
Live floor map
The floor map studio: a photographed sketch beside the clean plan the AI drew from it, drawing tools, the map in 3D with cameras placed and their views on the floor, a measured wall, and one camera's preview card.The floor map studio: a photographed sketch beside the clean plan the AI drew from it, drawing tools, the map in 3D with cameras placed and their views on the floor, a measured wall, and one camera's preview card.
Floor map studio
People counting: in and out totals per line, live occupancy per area against its limit and footfall by hour.People counting: in and out totals per line, live occupancy per area against its limit and footfall by hour.
People counting
Area analytics: a movement heatmap over a camera view, dwell time per zone, queue length and the busiest hours.Area analytics: a movement heatmap over a camera view, dwell time per zone, queue length and the busiest hours.
Area analytics
A muster in progress: counts at each muster point, people still unaccounted for with their last-seen room, on the 3D floor map.A muster in progress: counts at each muster point, people still unaccounted for with their last-seen room, on the 3D floor map.
Evacuation and muster
A shift handover summary with headline numbers, open incidents, camera issues and notes for the next shift.A shift handover summary with headline numbers, open incidents, camera issues and notes for the next shift.
Shift handover
Share safely page showing a Booth 1 clip with solid covers on faces, screens and bystanders, a timeline marked with the part already reviewed, groups of items to cover with Cover or Show, a reason field, and a Sign and send card with a certificate that is valid until 30 Jun 2027.Share safely page showing a Booth 1 clip with solid covers on faces, screens and bystanders, a timeline marked with the part already reviewed, groups of items to cover with Cover or Show, a reason field, and a Sign and send card with a certificate that is valid until 30 Jun 2027.
Share safely
A board of small interface pieces: the alarm banner, notification toasts, header status chips and a camera offline alert.A board of small interface pieces: the alarm banner, notification toasts, header status chips and a camera offline alert.
Alerts and status
A board of small interface pieces about access: a locked feature panel, an app switched off panel, the waiting for approval notice, a one-time link dialog, a confirmation, and a security check card with two rows to look at.A board of small interface pieces about access: a locked feature panel, an app switched off panel, the waiting for approval notice, a one-time link dialog, a confirmation, and a security check card with two rows to look at.
Access and locks

In progress and next In progress9 screens

A welcome dialog asking for the site's time zone over Overview, and the Set up this site list with done, to-do, skipped and locked steps.A welcome dialog asking for the site's time zone over Overview, and the Set up this site list with done, to-do, skipped and locked steps.
First-run set-up
The 3D floor map with numbered zone suggestions, each with its reason (violation hotspot, forklift lane, after-hours presence) and Accept or Dismiss.The 3D floor map with numbered zone suggestions, each with its reason (violation hotspot, forklift lane, after-hours presence) and Accept or Dismiss.
Smart zones
The Accuracy checks page on Camera sets: counting lines with their check status and a Collect a crossing log button, the people-across-cameras card with its verdict, and the crossing labeller with its timeline of marks.The Accuracy checks page on Camera sets: counting lines with their check status and a Collect a crossing log button, the people-across-cameras card with its verdict, and the crossing labeller with its timeline of marks.
Accuracy checks
Vehicles and plates: gate events with plate reads, allow and deny list matches, parking bay occupancy and counts by type.Vehicles and plates: gate events with plate reads, allow and deny list matches, parking bay occupancy and counts by type.
Vehicles and plates
A question box with a plain-language question and an answer listing people, times and evidence clips.A question box with a plain-language question and an answer listing people, times and evidence clips.
Ask the site
A gate kiosk screen: the expected visit, a live PPE check with ticks for each item, and the badge being printed.A gate kiosk screen: the expected visit, a live PPE check with ticks for each item, and the badge being printed.
Visitor kiosk
A head-office view with a card per site: compliance, open alarms, cameras online and a trend line.A head-office view with a card per site: compliance, open alarms, cameras online and a trend line.
Multi-site view
The Sound page under the Safety checks tabs. A strip says audio is on in 3 of 5 zones and that audio capture is regulated. Five microphones show level meters with threshold lines, and the sounds heard list a call for help, an alarm, a bang and breaking glass with score bars. The open call for help shows its waveform with Play, Acknowledge, Not a real sound and Describe this clip.The Sound page under the Safety checks tabs. A strip says audio is on in 3 of 5 zones and that audio capture is regulated. Five microphones show level meters with threshold lines, and the sounds heard list a call for help, an alarm, a bang and breaking glass with score bars. The open call for help shows its waveform with Play, Acknowledge, Not a real sound and Describe this clip.
Sound
A board of small pieces: a focused Skip to main content link, a zone corner moved with the arrow keys, a label box with its keyboard shortcuts, and one page at phone, tablet, desktop and wall widths.A board of small pieces: a focused Skip to main content link, a zone corner moved with the arrow keys, a label box with its keyboard shortcuts, and one page at phone, tablet, desktop and wall widths.
Keyboard and every screen size

Planned Planned2 screens

Plant watch with a strip saying it is not a certified inspection. Each watched item shows its state, the age of its reading and a camera crop, with an open press guard first and a stale lamp reading in amber, beside a dashed tile to add something to watch.Plant watch with a strip saying it is not a certified inspection. Each watched item shows its state, the age of its reading and a camera crop, with an open press guard first and a stale lamp reading in amber, beside a dashed tile to add something to watch.
Plant watch
The Languages page in Settings: a table of English, Sinhala and Tamil with an In use switch, a bar of checked alert messages, safety word counts, spoken message type and a machine translation switch, beside a Try it panel showing a note with its language tag and a draft translation, and a safety glossary.The Languages page in Settings: a table of English, Sinhala and Tamil with an In use switch, a bar of checked alert messages, safety word counts, spoken message type and a machine translation switch, beside a Try it panel showing a note with its language tag and a draft translation, and a safety glossary.
Languages

Later Later1 screen

A person's route drawn across the 3D floor map with times at each camera, a timeline scrubber and the matching clips beside it.A person's route drawn across the 3D floor map with times at each camera, a timeline scrubber and the matching clips beside it.
Path replay

Every page of the finished system, from the approved designs, grouped by status. Pick a group, step with the arrow keys, or open a page in the live demo.

PPE types built in, 6 on by default, plus your own
14
an item must stay missing before a violation opens, by default
8 s
for a rule change to reach every camera
15 s
cloud services: video and data stay on site
0

Why sites choose it

The platform is AI video analytics for the CCTV you already have. It runs many checks side by side, puts a picture and a clip behind every alert, and learns from what your team confirms. PPE is one module of it.

The Monitor page: a live camera view with every person boxed and the PPE they are missing marked in amber
The Monitor: every person in view is boxed, with the PPE they are missing marked on the picture.
An event page: the annotated picture beside the camera, zone, missing PPE and review buttons
An event: the annotated picture, the camera and zone, the missing PPE, and true or false positive for your reviewer.
  • Works with the cameras you have

    Any RTSP IP camera or recorder joins in minutes: the server finds cameras on its network, has presets for Hikvision, Dahua and EZVIZ, and adds every channel of an NVR, DVR or XVR in one step.

  • Runs on your own server, offline

    Video, evidence, faces and models stay on one server you control on Ubuntu, Windows or macOS. Internet is needed only to install, and helper servers you own take on cameras as the site grows.

  • Many AI checks from one system

    PPE, safety, security, counting, vehicles and plates, belt counting, visitors and sound alarms run side by side, switched on per camera. An Object seen rule raises an event for the object you pick, from any object your installed models can find.

  • Alerts and evidence people act on

    Each alert carries its picture and clip, reaches the right people by banner, siren, email, SMS, WhatsApp or webhook, and becomes an incident to assign, resolve and hand over at the end of the shift.

  • Accuracy you can check

    A blind weekly accuracy check grades each camera, report figures carry their measured range, and a retrained model must not be worse than the live one before a person switches it on.

  • Privacy built in

    A privacy profile for the site's country caps what is kept and for how long, faces are matched only for people your team named, and faces are covered before footage leaves the site.

PPE it checks (one module)

  • Safety helmet
  • Safety vest
  • Goggles
  • Gloves
  • Safety boots
  • Face mask

On by default: helmet, vest, goggles, gloves, boots and mask. Ready to switch on once a model detects them: coverall, ear protection, face shield and safety harness. Dust coat and ear plugs are for labelling only. How well each type is found depends on the model. Training on your own site's footage, which is built in, gives the best results.

What it watches for

Many AI checks from one system, switched on per camera. Each card says where it stands today.

Available

  • PPE compliance
    Available

    Checks each person against the PPE their zone requires, warns first, then opens one event with evidence when an item stays missing.

  • Fire and smoke early warning
    Available

    An alarm when flames or smoke are seen steadily in a zone, indoors and outdoors. It supplements the certified fire alarm and never replaces it.

  • Safety and security checks
    Available

    Person down, phone use, people near a forklift, lone workers, restricted areas, loitering, watchlist matches and cameras covered or moved. Smoking is experimental; left-behind, removed and blocked-exit checks are marked Experimental: they compare a zone with a reference picture.

  • Object seen rule
    Available

    Raises an event when a zone shows the object you pick, from any object your installed object models can find. You type the name of what to look for.

  • People counting and area analytics
    Available

    Counts people through lines, shows who is inside each area, where people stood, dwell times and queue waits.

  • Vehicles and number plates
    Available

    Counts vehicles at gates and yards, raises wrong-way alerts, shows parking bays taken or free, and reads plates against allow and deny lists.

  • Visitors and gate kiosk
    Available

    Register visitors ahead, check them in at the kiosk with a PPE check and a printed badge, and watch every kiosk from the gate desk.

  • Sound alarms and calls for help
    Available

    Microphones in chosen zones listen for alarms, breaking glass and calls for help. Only a score and a short clip with speech muted are kept, and it stays off until an administrator switches a zone on.

  • Video search and Ask the site
    Available

    Find footage by describing it or showing a picture, or ask about events in plain words and get an answer with its evidence.

  • Floor map and muster
    Available

    Draw the site on a floor map, see people live, find blind spots, and run a muster roll-call from the map.

  • Time and attendance, and people
    Available

    Faces your team named are matched at chosen gate cameras for a sheet per shift. Off until the site confirms its privacy profile.

  • Camera health and reports
    Available

    Spots blurred, blocked, moved, dark or frozen pictures, and produces compliance, visits, vehicles, attendance and accuracy reports as PDF and CSV.

Coming

  • Ask with a local language model
    Next

    Answers from the site's own manuals, with a policy editor. Today Ask the site answers by fixed rules.

  • Find objects from any words you type
    Next

    Models that find words you type are in the library but install-only for now.

  • Kiosk face matching
    Available

    A visitor who agreed can look at the kiosk camera instead of showing a pass.

  • Path replay across cameras
    Available

    Follow one person across cameras and replay the route with clips.

  • Plant watch
    Planned

    Belts, guards, lamps and spills, flagging moments that look different from normal.

  • Speech to text and machine sound
    Planned

    Notes from speech and unusual machine sounds.

What it does, and how

Everything here ships today, on one server at your site.

Features

Watch live

  • Live camera wall

    Every camera live, grouped into areas, with a compliance tag on every person and each PPE item boxed in its colour. Add a whole recorder at once, or find cameras on the network, and turn a PTZ camera from the wall.

  • Floor map

    Upload or draw each floor, place and calibrate your cameras, and publish a map that opens in 3D, 2D or as a flat plan. Nothing on the live map changes until you publish.

  • PPE or security mode

    Switch PPE checking per camera or for the whole site. With PPE off, the model unloads and frees the GPU.

  • Safety and security checks

    Fire, smoke, person down, phone use and forklift proximity; smoking is an experimental check. Security checks cover restricted areas, loitering, unknown faces, watchlist matches, authorised-people-only zones and cameras blocked or moved. Fire and smoke are an early warning beside a certified fire alarm, never a replacement.

Set the rules

  • Rules per zone

    Draw zones on each camera and tick the PPE, safety and security checks they need, with a severity and optional hours in the site time zone. A check that cannot run says why.

  • Confirmed violations

    An item has to stay missing for a set time, with an amber warning first, and each episode is one event, even when two cameras see it, so a flicker never raises an alarm.

  • People counting

    Draw a counting line on a camera to count people in and out. The Counting page shows who came in and went out, who is inside each area against its most-people limit, and the busiest hour, with a CSV or PDF download. The error of these counts is not measured yet.

  • Vehicle counting

    Draw a line across a gate or road to count cars, motorbikes, buses, trucks and bicycles in and out. A line can allow both ways, only in or only out, and a vehicle going the wrong way raises an alert. A Vehicles report gives crossings by type and hour.

  • Conveyor counting

    Count the items on a belt with the camera above it. A New batch button starts a batch at 0 while the total keeps going, a count screen shows the number large on a monitor, and the counts reach the operator panel at the belt. Every batch is kept for a CSV or PDF report, and you can enter a hand count to measure the error.

Prove it

  • Evidence for every event

    Annotated and raw snapshots from the moment it happened, plus a video clip from the recording.

  • Review and notify

    Mark each event a real violation or not a violation. A live bell, and an alert for every high-severity event. Alarms show a banner and siren on every page and go to email, SMS, WhatsApp, webhooks and siren boxes, with escalation and quiet hours.

  • Playback and export

    Up to four cameras at the same moment, a timeline of what was recorded, boxes drawn over the video, and clip or snapshot export with a reason. Every export is signed, and the Share safely page checks any file against this site's exports without uploading it.

Find and report

  • Overview and reports

    Camera health at a glance, and reports on time in compliance and violations, as a branded PDF and CSV.

  • Video search

    Find recorded footage by describing it or by showing a picture. Each match plays its clip, and searches are logged.

  • People across cameras

    A stable id follows each person between cameras, with their journey and visits. A directory holds named people, groups and a watchlist, with enrolment from photos. Face matching is opt-in.

Get better

  • Test bench

    Try photos and stored videos before a camera goes live.

  • Learns your site

    Reviewed frames train the next model in idle hours. Any model can be scored on your golden set and printed as a validation report. A new model is compared with the live one, item by item, and goes live only when a person activates it.

  • Accuracy checks

    Reviewers answer a blind weekly set of moments, and each camera can have its own check set, so accuracy is measured on your own pictures. Each camera gets a grade, and a change to a model or a counting setting is replayed on those sets before it applies. The answers never change an event.

Run it your way

  • Storage

    Disk use over time, an activity log and cleanup, with alerts when space runs low. Each kind of data has a longest keep, capped by the site's privacy profile.

  • Licence and apps

    Activates offline from a licence file; online activation with a product key is built and waits for the vendor's activation address. Administrators switch apps on and off; features outside the licence show locked, and cameras over the limit pause.

  • Helper servers

    Add other computers you own to share the work. If a helper stops answering, its cameras come back to the main server within a minute.

How it works

From a camera feed to an alert, and on to a model trained on your own site.

  1. Cameras

    Any RTSP camera, Hikvision included

  2. Detect and track

    People and vehicles, frame to frame

  3. Run the checks

    PPE, safety, security and counts, per zone

  4. Confirm

    Seen for seconds, not one frame

  5. Alert

    A picture and a clip as evidence

  6. Review

    Your team confirms it or dismisses it

  7. Site-trained model

    Activated by a person, never by itself

Reviewed events train the next model.

See it work

Short clips of the product at work. Pick one to play it.

The Test bench checking a construction-site clip: each person is tagged OK or with the PPE they are missing, and each item is boxed in its type colour
The Test bench on a construction-site clip: every person tagged OK or with what is missing. Demo footage built from public-domain photos.
The Rules matrix: a click requires gloves in the loading bay, and the side panel sets its severity, hours and days
Setting a rule: click a cell to require an item in a zone, then set its severity, hours and days.
The Events page: an event is chosen from the list, its clip plays, and it is marked a real violation
Reviewing an event: choose it, watch the clip, and mark it a real violation or not a violation.
The Training page: a new training job is queued, and the running job shows its progress and curves
A training run: queue a job, and follow its progress and scores until a person activates the new model.
The Cameras page: Add from NVR opens a dialog, Test all checks each channel, and seven cameras are added to an area
Adding several cameras from one recorder in one step, with a test of every channel first.
The Users page: a request for access is approved, then a one-time reset link is created for someone who forgot their password
Approving a request for access and creating a one-time reset link, with no email needed.
The search box finds the Rules page and opens it, then the sidebar collapses to icons and opens again
Search and the sidebar: type a page, camera or person in the search box, and collapse the sidebar to icons when you need the room.

Every AI job, and what it does

The AI jobs the platform runs today, can load today, or has designed and planned. Each one says what it does, how far along it is, its limits and the models to start with.

  • In use6Runs in the product today
  • Loads today11A model for it can be added to the model library today
  • Coming7On the roadmap, no model loads yet
  • Planned35Designed and on the plan, not built

664 models compared, researched 13 October 2026. Every model and its licence is in the Model guide.

People and PPEFinds people and checks their PPE, posture and behaviour.2 in use2 loads today1 coming4 planned
  • Person detection

    In use

    Finds every person in the picture, so each one can be followed and checked.

    Models to start with 4
    • RF-DETR (N / S / M / L detection, plus Seg N to 2XL)Start hereCommercial use allowedLoads today
    • D-FINE (N / S / M / L / X)Licence-safe alternativeCommercial use allowedLoads today
    • RT-DETR / RT-DETRv2 (Baidu / PekingU)Other optionCommercial use allowedLoads today
    • Ultralytics YOLO11 / YOLO26 (and YOLOv8, v5)Other optionCommercial use with conditionsLoads today
    All 31 compared in the Model guide
    See it in the demo
  • PPE detection

    In use

    Checks each person for helmet, vest, gloves, goggles, mask and boots.

    Models to start with 4
    • RF-DETR N/S/M/L (Apache sizes) fine-tuned on PPE dataStart hereCommercial use with conditionsLoads today
    • D-FINE / DEIM / RT-DETRv2 (Apache) as fine-tune basesLicence-safe alternativeCommercial use allowed
    • killuminati1/construction-ppe-yolov8Other optionCommercial use with conditionsLoads today
    • Ultralytics YOLO11 / YOLO26 trained in-house on PPE dataOther optionCommercial use with conditionsLoads today
    All 19 compared in the Model guide
    See it in the demo
  • Open-vocabulary detection

    Loads today

    Finds things you name in plain words with no training, for labelling and rare items.

    Models to start with 4
    • Grounding DINO (open Swin-T and Swin-B)Start hereCommercial use allowed
    • OmDet-TurboStart hereCommercial use allowed
    • MM-Grounding-DINO (tiny / base / large)Licence-safe alternativeCommercial use allowed
    • OWLv2 (and OWL-ViT v1)Licence-safe alternativeCommercial use allowed
    All 19 compared in the Model guide
    See it in the demo
  • Pose

    Loads today

    Finds the body's joints, the basis for falls, posture and reach.

    Models to start with 3
    • RTMPose (MMPose) via rtmlibStart hereCommercial use with conditionsLoads today
    • RF-DETR keypoints (preview)Licence-safe alternativeCommercial use allowed
    • YOLO-pose (Ultralytics YOLO11 / YOLO26 pose)Other optionCommercial use with conditionsLoads today
    All 16 compared in the Model guide
    See it in the demo
  • PPE datasets

    Coming

    Labelled pictures for teaching a PPE model your own site. Data, not a model.

    Models to start with 2
    • Hard Hat Workers (andrewmvd, Kaggle) and Voxel51 mirrorStart hereCommercial use allowed
    • Open Images V7 (Helmet, Goggles, Glove, Boot, Hat)Licence-safe alternativeCommercial use allowed
    All 13 compared in the Model guide
    See it in the demo
  • Crowd density and counting

    PlannedMedium effort

    Counts and density maps where a detector merges bodies

    Large published errors; research-only datasets

    Models to start with 1
    • RF-DETR person detection with tilingStart hereCommercial use allowed
    All 10 compared in the Model guide
    See it in the demo
  • Hands and gestures

    PlannedMedium effort

    Warns when a hand enters a hazard zone; spots a help signal

    Not a safeguard; gloves and small hands

    Models to start with 1
    • RF-DETR or D-FINE fine-tuned on "hand" and the hazard, plus zone geometryStart hereCommercial use allowed
    All 5 compared in the Model guide
    See it in the demo
  • Ergonomic risk from pose

    PlannedMedium effort

    Station or task trend of REBA or RULA scores

    2D angle error; health inference on named workers

    Models to start with 1
    • RTMPose / RTMW keypoints plus REBA or RULA angle rulesStart hereCommercial use with conditions
    All 5 compared in the Model guide
    See it in the demo
  • Action and behaviour recognition from video

    PlannedLarge effort

    Spots a person down, climbing, a fight or entry into a danger zone

    False alarms; not a safety function; no ranking of workers

    Models to start with 1
    • MMAction2 skeleton models (PoseC3D, ST-GCN, CTR-GCN) trained on site clipsStart hereCommercial use allowed
    All 9 compared in the Model guide
    See it in the demo
Tracking and identityFollows each person between pictures and cameras, and matches named faces.4 in use1 coming
  • Tracking

    In use

    Follows each person from picture to picture, so one person is one track and one event.

    Models to start with 2
    • trackers (Roboflow): SORT, ByteTrack, OC-SORT, BoT-SORT, C-BIoU, McByteStart hereCommercial use allowed
    • norfair (Tryolabs)Licence-safe alternativeCommercial use allowed
    All 18 compared in the Model guide
    See it in the demo
  • Re-identification

    In use

    Recognises the same person again on another camera or later the same day.

    Models to start with 1
    • OSNet architecture (torchreid), trained on your own trackletsStart hereCommercial use allowed
    All 11 compared in the Model guide
    See it in the demo
  • Face detection

    In use

    Finds faces in the picture, the first step before any face is matched.

    Models to start with 2
    • YuNet (OpenCV Zoo)Start hereCommercial use with conditions
    • HF community YOLO face models (AdamCodd/YOLOv11n-face-detection, Bingsu/adetailer face_yolov8*, arnabdhar/YOLOv8-Face-Detection)Other optionCommercial use with conditionsLoads today
    All 15 compared in the Model guide
    See it in the demo
  • Face recognition

    In use

    Matches a face to the people you have named.

    Models to start with 2
    • SFace (OpenCV Zoo, MobileFaceNet)Start hereCommercial use with conditions
    • AuraFace-v1 (glintr100)Start hereCommercial use with conditions
    All 11 compared in the Model guide
    See it in the demo
  • Anti-spoofing

    Coming

    Tells a real face from a photo or a screen held up to the camera.

    Models to start with 1
    • Silent-Face-Anti-Spoofing (MiniFASNetV1SE / V2)Start hereCommercial use allowed
    All 6 compared in the Model guide
    See it in the demo
Safety checksSpots fire, smoke, falls, phones, smoking, forklifts and blocked exits.5 loads today2 planned
  • Phone use

    Loads today

    Notices a phone in a person's hand where phones are not allowed.

    Models to start with 2
    • Ultralytics YOLO11 / YOLO26 COCO weights, class 67 "cell phone"Start hereCommercial use with conditionsLoads today
    • YOLOX (Megvii) COCO weightsLicence-safe alternativeCommercial use allowed
    All 6 compared in the Model guide
    See it in the demo
  • Smoking

    Loads today

    Notices smoking where it is not allowed.

    Models to start with 3
    • Beehzod/smoking-detection-finetunedStart hereCommercial use with conditionsLoads today
    • Pose rule (hand-to-mouth) on RTMPose keypoints plus a small own-trained cigarette/vape detectorLicence-safe alternativeCommercial use with conditionsLoads today
    • Beehzod/smoke_cigarette-detection2-yolo11m and best_smoke_cigarette-detectionOther optionCommercial use with conditionsLoads today
    All 5 compared in the Model guide
    See it in the demo
  • Fire and smoke

    Loads today

    Notices flames or smoke in the picture.

    Models to start with 3
    • rabahdev/fire-smoke-yolov8nStart hereCommercial use with conditionsLoads today
    • xiazh0219/yolo26m-UAV-fire-smoke-detectionOther optionCommercial use with conditionsLoads today
    • Pyronear YOLO (yolov8s, yolov11s/n, yolo11s_*)Other optionCommercial use with conditionsLoads today
    All 13 compared in the Model guide
    See it in the demo
  • Falls

    Loads today

    Notices a person who has fallen and stays down.

    Models to start with 4
    • RTMPose (rtmlib / MMPose) plus fall rulesStart hereCommercial use with conditionsLoads today
    • Ultralytics YOLO11-poseOther optionCommercial use with conditionsLoads today
    • Ultralytics YOLO26-poseOther optionCommercial use with conditionsLoads today
    • melihuzunoglu/human-fall-detectionOther optionCommercial use with conditionsLoads today
    All 11 compared in the Model guide
    See it in the demo
  • Forklift

    Loads today

    Finds forklifts, and people too close to one.

    Models to start with 4
    • RF-DETR or D-FINE fine-tuned on forklift + person site frames (recipe)Start hereCommercial use with conditions
    • mustafahacioglu/yolo11s-forklift-person-detectionStart hereCommercial use with conditionsLoads today
    • yihong1120/Construction-Hazard-DetectionOther optionCommercial use with conditionsLoads today
    • keremberke/yolov8{n,s,m}-forklift-detection (and yolov5 versions)Other optionCommercial use with conditionsLoads today
    All 6 compared in the Model guide
    See it in the demo
  • Blocked exits and clear walkways

    PlannedSmall effort

    Alerts when an exit, aisle or lane is blocked, with a dated record

    People walking through; light and camera shift

    Models to start with 1
    • Zone comparison against an empty reference (OpenCV differencing or DINOv2 patch features)Start hereCommercial use allowed
    All 5 compared in the Model guide
    See it in the demo
  • Left-behind and removed objects

    PlannedSmall effort

    Alerts when something appears and stays, or something that should stay is gone

    With objects left behind or removed

    Light changes and moved stock cause false alarms

    Shadows and pausing people cause false alarms

    Models to start with 2
    • OpenCV background subtractors (MOG2, KNN)Start hereCommercial use allowed
    • Detector plus tracker plus dwell-time rule (RF-DETR or D-FINE with the trackers library)Start hereCommercial use allowed
    All 10 compared in the Model guide
    See it in the demo
Vehicles and platesFinds vehicles and reads number plates at gates and yards.2 loads today1 coming
  • Vehicles

    Loads today

    Finds vehicles and says what kind, for gates, yards and loading bays.

    Models to start with 4
    • RF-DETR (Nano, Small, Medium, Large)Start hereCommercial use allowed
    • D-FINE (N, S, M, L, X)Licence-safe alternativeCommercial use allowed
    • YOLOX (nano to X)Licence-safe alternativeCommercial use allowed
    • RT-DETR and RT-DETRv2Other optionCommercial use allowedLoads today
    All 23 compared in the Model guide
    See it in the demo
  • Plate reading

    Loads today

    Reads the characters on a number plate.

    Models to start with 3
    • fast-plate-ocr (cct-s-v2-global, cct-xs-v2-global and older)Start hereCommercial use with conditions
    • RapidOCRLicence-safe alternativeCommercial use allowed
    • PaddleOCR PP-OCRv5 recognisers (default, latin, arabic, devanagari, cyrillic, ta, te, th, korean, el)Other optionCommercial use allowedLoads today
    All 16 compared in the Model guide
    See it in the demo
  • Plate detection

    Coming

    Finds number plates in the picture.

    Models to start with 2
    • RF-DETR fine-tuned on local plate boxesStart hereCommercial use allowed
    • autolane/yolox-s-alprLicence-safe alternativeCommercial use with conditions
    All 12 compared in the Model guide
    See it in the demo
Picture and cameraKeeps cameras healthy, reads signs and codes, and watches the plant.2 loads today1 coming9 planned
  • Camera health

    Loads today

    Tells the operator when a camera is blurred, blocked, moved, dark or frozen.

    With camera tamper and picture quality

    False alarms at dusk, rain and glare; reference must not refresh itself

    Rain, glare and infrared switching cause false alarms

    Models to start with 4
    • OpenCV classical checks (Laplacian variance, histograms, edge density, ORB or phase-correlation shift, SSIM)Start hereCommercial use allowedLoads today
    • OpenCV image checks (Laplacian blur, brightness, SSIM, frozen frame)Start hereCommercial use allowedLoads today
    • DINOv2 embedding drift against a reference frameLicence-safe alternativeCommercial use allowed
    • OpenCV ORB or AKAZE matching with a homographyOther optionCommercial use allowedLoads today
    All 16 compared in the Model guide
    See it in the demo
  • Zone outlines and depth hints

    Loads today

    Two helpers the Models page installs. Neither runs on every frame and neither enables a safety check by itself.

    Models to start with 2
    • SAM 2.1 Hiera Tiny (zone outline)Start hereCommercial use allowedLoads today
    • Depth Anything V2 Small (depth hint)Other optionCommercial use allowedLoads today
    All 3 compared in the Model guide
  • Small and far objects: slicing

    Coming

    Nothing here needs a new model or library. The product cuts a large picture into overlapping tiles, runs the same detector on each tile and merges the boxes back (greedy IoU 0.6; people class-agnostic, and people, vehicles, and fire and smoke merged separately). It does this in three places:

    All 0 compared in the Model guide
  • Picture improvement

    PlannedMedium effort

    Easier review of dark, noisy or hazy footage

    With image restoration for CCTV frames

    Learned models invent detail; never evidence

    Invented detail; face restorers are banned

    Models to start with 2
    • OpenCV classical enhancement (CLAHE, gamma, non-local-means, dehaze)Start hereCommercial use allowed
    • Real-ESRGANStart hereCommercial use with conditions
    All 24 compared in the Model guide
    See it in the demo
  • Depth and geometry from one camera

    PlannedMedium effort

    Distances and floor-plan positions from one fixed camera

    With distance to a hazard from one camera (depth)

    Model depth is off by percent to tens of percent; location tracking of workers

    Relative depth only; never a safe-distance decision

    Models to start with 2
    • Ground-plane homography from clicked floor points (OpenCV)Start hereCommercial use allowed
    • Depth Anything V2 Small (relative depth)Start hereCommercial use allowed
    All 22 compared in the Model guide
    See it in the demo
  • Segmentation for zones and masks

    PlannedSmall effort

    One click on a floor or door gives a clean zone outline

    Rough edges at shadows and glass; some models are non-commercial or AGPL

    Models to start with 1
    • SAM 2 and SAM 2.1 (Tiny, Small, Base+, Large)Start hereCommercial use allowed
    All 14 compared in the Model guide
    See it in the demo
  • Optical flow and motion

    PlannedMedium effort

    Direction and speed of movement, a stopped conveyor, a moved camera

    Noise in rain and glare; must not score workers

    Models to start with 1
    • OpenCV DIS and Farneback dense optical flowStart hereCommercial use allowed
    All 10 compared in the Model guide
    See it in the demo
  • Reading text in a scene and documents

    PlannedMedium effort

    Reads wagon numbers, signs, displays and scanned forms

    Confident wrong digits; Sinhala reading is weak

    Models to start with 1
    • PaddleOCR PP-OCRv5 (detection and recognition)Start hereCommercial use allowed
    All 14 compared in the Model guide
    See it in the demo
  • Barcodes and QR codes

    PlannedSmall effort

    Gate staff scan permits, passes and labels with any camera

    Codes can be copied; LGPL needs care

    Models to start with 1
    • ZXing-cppStart hereCommercial use allowed
    All 4 compared in the Model guide
    See it in the demo
  • Visual anomaly detection against a normal reference

    PlannedMedium effort

    Flags anything that differs from a normal view

    Alert fatigue; benchmarks do not carry over to CCTV

    Models to start with 1
    • PatchCoreStart hereCommercial use with conditions
    All 6 compared in the Model guide
    See it in the demo
  • Anomaly detection in video without labels

    PlannedLarge effort

    A ranked review list of moments that look different

    Many false alarms; it says different, not dangerous

    Models to start with 1
    • Anomalib (PatchCore, EfficientAD, FastFlow, Dinomaly, STFPM and others)Start hereCommercial use allowed
    All 5 compared in the Model guide
    See it in the demo
  • Industrial inspection and condition

    PlannedLarge effort

    Watches the plant: stopped conveyor, guard state, lamps, spills

    A wrong all-clear is worse than no alert

    Models to start with 1
    • Anomalib PatchCore or EfficientAD trained on good partsStart hereCommercial use allowed
    All 9 compared in the Model guide
    See it in the demo
Sound and speechHears alarms and machines, and turns speech into notes and back.5 planned
  • Sound events

    PlannedMedium effort

    Hears alarms, breaking glass, bangs and calls for help

    False alarms; audio capture is regulated

    Models to start with 1
    • EfficientAT (MobileNetV3 and dynamic MN, AudioSet)Start hereCommercial use with conditions
    All 11 compared in the Model guide
    See it in the demo
  • Speech to text

    PlannedSmall effort

    Spoken notes become searchable text on the incident log

    Push-to-talk only; Sinhala is the weak spot; invented text on noise

    Models to start with 1
    • Whisper (large-v3, large-v3-turbo, medium, small, base, tiny)Start hereCommercial use allowed
    All 17 compared in the Model guide
    See it in the demo
  • Text to speech

    PlannedSmall effort

    The kiosk or a site speaker says a message aloud

    No good licensed Sinhala voice; no voice cloning

    Models to start with 1
    • Kokoro-82MStart hereCommercial use allowed
    All 13 compared in the Model guide
    See it in the demo
  • Voice activity and wake-word

    PlannedSmall effort

    A hands-free kiosk and a speech gate

    Always-on microphone; shipped wake-word models are non-commercial

    Models to start with 1
    • Silero VADStart hereCommercial use allowed
    All 7 compared in the Model guide
    See it in the demo
  • Machine sound anomaly detection

    PlannedLarge effort

    Flags a machine that sounds different from its normal

    Per-machine tuning; alarms on every shift change

    Models to start with 1
    • Dasheng (mispeech) audio encoderStart hereCommercial use allowed
    All 3 compared in the Model guide
    See it in the demo
Search and languageSearches footage and records in plain words, in more than one language.3 coming7 planned
  • Video search and embeddings

    Coming

    Turns pictures into numbers, so recorded video can be searched by words or by example.

    Models to start with 2
    • SigLIP 2 (google/siglip2-*)Start hereCommercial use allowed
    • SigLIP (original, google/siglip-*)Start hereCommercial use allowed
    All 20 compared in the Model guide
    See it in the demo
  • Vision-language models

    Coming

    Answers questions about a picture or a clip in plain words.

    Models to start with 2
    • Qwen3-VL (2B, 4B, 8B, 32B, 30B-A3B, 235B-A22B)Start hereCommercial use allowed
    • Gemma 4 (E2B, E4B, 12B, 26B-A4B, 31B)Licence-safe alternativeCommercial use allowed
    All 24 compared in the Model guide
    See it in the demo
  • Language models

    Coming

    Writes summaries and answers questions about the site's records.

    Models to start with 1
    • Qwen3 (0.6B to 32B and 30B-A3B)Start hereCommercial use allowed
    All 20 compared in the Model guide
    See it in the demo
  • Embeddings and re-rankers

    PlannedSmall effort

    Search notes, reports and manuals by meaning

    Confident wrong results; Sinhala and Tamil retrieval unmeasured

    Models to start with 1
    • Qwen3-Reranker (0.6B, 4B, 8B)Start hereCommercial use allowed
    All 15 compared in the Model guide
    See it in the demo
  • Translation

    PlannedMedium effort

    Alerts, reports and notes in English, Sinhala and Tamil

    Sinhala quality unmeasured; best-known models are non-commercial

    Models to start with 1
    • MADLAD-400 (3B, 7B, 10B MT)Start hereCommercial use allowed
    All 12 compared in the Model guide
    See it in the demo
  • Text classification and extraction

    PlannedMedium effort

    Types, severity, places and names pulled from notes

    Missed names; never label named workers

    Models to start with 1
    • GLiNER v2.1 (multi, large)Start hereCommercial use allowed
    All 12 compared in the Model guide
    See it in the demo
  • Language identification

    PlannedSmall effort

    Routes a note to the right translator or index

    Romanised Sinhala and Tamil; short strings

    Models to start with 1
    • GlotLID (v3)Start hereCommercial use allowed
    All 3 compared in the Model guide
    See it in the demo
  • Tool-calling models

    PlannedMedium effort

    Plain-words requests become validated calls on product queries

    Wrong filters give a confident wrong list

    Models to start with 1
    • Qwen3-Instruct-2507 (4B, 8B, 30B-A3B)Start hereCommercial use allowed
    All 14 compared in the Model guide
    See it in the demo
  • Omni models

    PlannedLarge effort

    One model describes video and sound together

    Audio is the legal problem; no Sinhala or Tamil speech

    Models to start with 1
    • MiniCPM-o 4.5 (9B)Start hereCommercial use allowed
    All 9 compared in the Model guide
    See it in the demo
  • Assistant safety

    PlannedSmall effort

    Screens what the assistant is asked, answers and reads

    False blocks; most injection filters are English only

    Models to start with 1
    • Qwen3Guard (Gen 0.6B / 4B / 8B, Stream 4B)Start hereCommercial use allowed
    All 12 compared in the Model guide
    See it in the demo
Data, privacy and forecastsMasks and signs what leaves the site, and forecasts where to look.8 planned
  • Personal-data detection and redaction

    PlannedMedium effort

    Masks faces, plates, screens and personal text before data leaves

    Missed detections; no Sinhala or Tamil name models

    Models to start with 1
    • Microsoft Presidio (analyzer, anonymizer, image redactor)Start hereCommercial use allowed
    All 10 compared in the Model guide
    See it in the demo
  • Privacy masking and redaction

    PlannedMedium effort

    Covers faces, screens and bystanders in exports

    A missed face leaks identity; blur can be undone

    Models to start with 1
    • RF-DETR Seg for person and vehicle masksStart hereCommercial use allowed
    All 5 compared in the Model guide
    See it in the demo
  • Share safely covering

    Planned

    Covering a clip for sharing finds faces with YuNet (file `face_detection_yunet_2023mar.onnx`, in `<STORAGE_ROOT>/models/face/`), never SFace. No face is recognised or matched while a clip is covered: the finder only says where a face is, and the box over it is solid. Without the YuNet file, faces are covered from each person's head area instead.

    All 0 compared in the Model guide
  • Synthetic data for training

    PlannedMedium effort

    Rare PPE and hazard pictures to widen training sets

    Wrong PPE geometry; generator provenance

    Models to start with 1
    • FLUX.2 [klein] 4BStart hereCommercial use allowed
    All 10 compared in the Model guide
    See it in the demo
  • Image and video generation or editing

    PlannedSmall effort

    Clean a floor-plan photo for drawing cameras

    Altered pictures passed as evidence; invented pixels

    Models to start with 1
    • FLUX.2 [klein] 4B (editing mode)Start hereCommercial use allowed
    All 6 compared in the Model guide
    See it in the demo
  • Evidence integrity and AI-image labelling

    PlannedMedium effort

    Signed exports that show who exported what and when

    A signature proves no change, not a real scene

    Models to start with 1
    • c2pa-rs (Content Credentials library)Start hereCommercial use allowed
    All 2 compared in the Model guide
    See it in the demo
  • Forecasting and anomaly detection

    PlannedMedium effort

    Forecasts footfall and queues; flags an odd hour

    Planned changes cause false alarms

    Models to start with 1
    • Chronos-2 (and Chronos-Bolt)Start hereCommercial use allowed
    All 11 compared in the Model guide
    See it in the demo
  • Risk scoring on tables

    PlannedMedium effort

    Ranks zones and shifts by where problems cluster

    Never per person; small groups single out individuals

    Models to start with 1
    • LightGBM, XGBoost and CatBoostStart hereCommercial use allowed
    All 6 compared in the Model guide
    See it in the demo

What it becomes

One platform, many apps. A site switches on what it needs, and every app shares the same cameras, people, rules and evidence.

Apps

Available

  • CCTV & Recording
    Available

    Live wall, recording, a playback timeline, signed exports, PTZ, camera discovery, a floor map studio and a live map of people

  • PPE Compliance
    Available

    PPE rules per zone, events with evidence, review and the Test bench

  • People & Visitors
    Available

    People across cameras, a directory with enrolled faces, groups and a watchlist, and visitors with a gate kiosk

  • Model Training
    Available

    Datasets, labelling and training on your own footage

  • Security
    Available

    Restricted areas, loitering, unknown faces, watchlist matches, authorised-people-only zones and cameras blocked or moved, with alarms

  • Safety Checks
    Available

    Fire, smoke, person down, phone use, forklift proximity, lone worker and walkway checks, plus an experimental smoking check

  • People Counting
    Available

    Counting lines, who is inside each area, the busiest hour, and a most-people limit per area

  • Video Search
    Available

    Find footage by typing what you are looking for or showing a picture

  • Area Analytics
    Available

    Where people stood, dwell times and queue waits against a target

  • Vehicles & Plates
    Available

    Counts by type, one-way lines, parking bays, and number plates with allow and deny lists

  • Conveyor Counting
    Available

    Items on a belt counted by the camera above it, in batches with a running total, on a count screen and on the operator panel

  • Time & Attendance
    Available

    Clock-in from recognised faces, a sheet per shift and a date-range report

  • Sound & Voice
    Available

    Alarms, breaking glass and calls for help, off until privacy allows it

  • Ask the site
    Available

    Ask about events and visits in plain words and get an answer with its evidence

Coming

  • Ask with a language model
    Next

    Answers from the site's manuals and a policy editor

  • Path replay
    Available

    Follow a person across cameras

Roadmap

  1. M1Accounts2 of 2 done
  2. M2Client go-live5 of 26 done
  3. M3Sell-ready white label0 of 6 done
  4. M4Security system0 of 11 done
  5. M5More apps0 of 15 done

Available103 in 15 areas

Live wall and alarms 5

  • Live wall and kiosk mode, with live video on up to four tiles and the boxes drawn over it
  • An Auto layout: cameras that need attention move to the front and say why; calm sites stay an even grid
  • A wall screen with a status strip, a reason band, a 15 s fill for high events and a banner to acknowledge them
  • Live video that also works off site, and recorded boxes over playback
  • Live video on iPhone through the server (iOS 17.1 or later)

Your cameras and recording 8

  • Camera management, picture health checks, recording and clip playback
  • Cameras in areas, presets for Hikvision, Dahua and EZVIZ, Test connection and NVR bulk add
  • Video search: find recorded moments by describing them or showing a picture
  • CCTV recording and playback: a timeline across cameras, synced speeds, clip export with a checkable manifest, PTZ and camera discovery
  • Floor calibration on every camera, with four to eight points and a measured accuracy
  • Floor map studio: upload a plan picture or a PDF page, or draw each floor, set its scale, place and aim cameras, fit each camera's floor to the plan, and publish a map that opens in 3D, 2D or as a flat plan
  • Signed exports: every clip or snapshot export carries a signature and check values, a Share safely page checks any file against this site's exports without uploading it, and Settings → Sharing holds the key
  • Record sound for one camera at a time: off by default, switched on by an administrator with a reason and a legal warning, locked off by some privacy profiles, and played muted until someone unmutes it

AI checks: PPE, safety, security and counting 13

  • PPE detection with zones, rules, events, evidence and review
  • Test bench
  • PPE checking on or off for the site and per camera
  • Safety checks (fire, smoke, person down, phone use, forklift proximity) and security checks (restricted area, loitering, unknown face, watchlist match, authorised people only, camera blocked or moved), with a limit on security alerts per camera per hour
  • A hygiene and food-safety PPE preset, and fewer false missing-PPE alarms: a violation opens after 8 seconds by default, and a helmet or vest seen clearly stays worn for 15 seconds while out of sight
  • Lone worker and walkway checks: a warning when a person is alone in a zone too long, and when a person in a forklift lane walks outside the walkway
  • Left behind, removed and blocked exit checks against an approved reference picture of a zone, marked Experimental: they compare a zone with a reference picture
  • An Object seen rule that raises an event for the object you pick, from any object your installed object models can find, with outlines or rotated boxes on live view and objects that keep their number as they move
  • Number plates at the gate: plates read on gate lines an administrator switches on, allow and deny lists, unknown plates held for someone to let in or turn away, and plate reads kept 30 days by default
  • Area analytics: where people stood, how long they stay in each zone, queue waits against a target and the busiest hours, with an event when a queue runs over
  • People counting: counting lines on a camera, a most-people limit per area, and a Counting page with in and out counts, who is inside each area now and the busiest hour, as a CSV or PDF
  • Far people and vehicles found on cameras that ask for it, hidden PPE not counted as missing, and where faces can be read
  • Vehicles: a Vehicles page counts cars, motorbikes, buses, trucks and bicycles crossing lines you draw, with a one-way rule and wrong-way alerts, parking bays that show taken or free, boxes over recorded video and a Vehicles tab on Reports

Conveyor counting 1

  • Conveyor counting with batches, a count screen and an operator panel output: items on a belt counted by the camera above it, a New batch button that restarts the batch count while the total keeps going, every batch kept for a CSV or PDF report, a count screen for a big monitor, and the counts written to the operator panel over a serial link

Checks and the checking budget 5

  • Checks per camera: PPE, Security, Safety and Counting each switched on with a chip, and each camera's checks kept when a check is switched off
  • Measured costs: each check's time per picture is measured on the server, and the Checking budget says how full the server is
  • Asked versus achieved: a camera the server checks less often than set reads so, with the reason, and Set to what fits lowers the slowed cameras at once, with Undo
  • Running now on Cameras, Apps and Models: each model's speed, cameras and memory, and a model that does not fit in memory is refused with a sentence that names the cheapest fix
  • A capacity plan with a slider for the checks on each camera, and a cost card marked measured or typical figure

Alerts, evidence and reports 14

  • Reports: a compliance summary for any period, as a branded PDF and CSV
  • A warning stage before a violation, rule schedules in the site time zone, and one event for a person two overlapping cameras see
  • Incidents: assign, discuss and resolve a violation, with a downloadable evidence pack
  • Event evidence: clips play with their marks, the changed area is outlined, a full-screen viewer with keys and touch, and admins delete one event or clear many at once
  • Visits: each stay of a person in a zone, a visit log with CSV export, and a Visits tab on Reports
  • Alarms on every page, with email, text, webhook and siren outputs, routes and escalation; one mail server, email to groups of people with an hour of retries, and a delivery log that pages back and retries
  • A shift handover report filled in with open incidents and camera issues, for a supervisor to sign off
  • Sound alarms and calls for help: microphones in chosen zones score alarms, breaking glass, bangs and calls for help, keeping only a score and a short clip with speech muted; off until the privacy profile allows it and an administrator switches each zone on
  • Ask the site: ask in plain words on the Ask page and get an answer with its evidence, the filters it used, clips to play, incidents to start and a PDF, worked out on the site's own server by fixed rules
  • All sites: a head-office page with a card per site for compliance, open alarms and camera health, filled by sites that report totals only, never video, faces or names; needs the head-office module
  • A camera health report and an accuracy report
  • Share footage safely: faces, screens and bystanders covered in a clip before it leaves the site, with a reason asked and only the covered, silent, signed copy exported
  • System alerts on the bell and the System page, and each open one says in one line what to do about it
  • Notification choices for each kind of alert in your browser: Bell only, Pop-up or Pop-up with sound, with an urgent tone for High violations that can repeat until someone takes the violation, and Do not disturb that follows you on every device and never silences an alarm

People and privacy 7

  • People tracking, with faces for named people
  • Names and faces only for admins, supervisors and reviewers
  • A People directory: groups, a watchlist and enrolment from photos
  • Retention for each kind of data, capped by the site's privacy profile
  • Privacy profiles for the site's country on a Privacy tab; the strictest rules apply until one is picked; camera sound stays off until an administrator switches it on for one camera, and some profiles keep it locked off
  • Face photos and consents of a named person not seen for a year are deleted, with a warning on the System page two weeks before; a person on legal hold is skipped
  • Every privacy limit shown beside its setting, a reason asked above the advised value, and the privacy contact named on the sign-in page

Visitors and time on site 3

  • A visitor kiosk at the gate: register visitors before they arrive, check in by QR code or typed code, a PPE check for their area, a printed badge, a gate desk that sees every kiosk and a visitor log as CSV
  • Kiosk face matching, with consent: a visitor who agreed can look at the kiosk camera instead of showing a pass, and a doubtful face waits for the gate desk
  • Time and attendance: faces recognised at chosen gate cameras become a sheet per shift with clock-in, clock-out, time on site and late, corrections by reason and a date-range report; off until the site confirms its privacy profile

Floor map and muster 5

  • A floor map made from a sketch or a photo of one, a zone drawn once for every camera, blind spots and where to add a camera, and a live map of people with alarms and room counts
  • One dot per person on the live floor map: where cameras overlap and are joined, a person two cameras see is drawn once
  • Path replay across cameras: one person's route on the floor map with the clips beside it, gaps dashed unless the person stood still, a possible handoff confirmed or rejected, Who was in a room, and evidence packs with a case reference and a checked file list
  • A Heat layer on the live map: violations, traffic or time spent in each square over the past 24 hours
  • Muster and evacuation roll-call: start a drill or a real muster from the floor map, see how many people reached each muster point and how sure that count is, list each person not yet accounted for under the room a camera last saw them in, mark people safe and print the roll-call

Accuracy and training 8

  • Manual dataset labelling, training and the model library
  • A blind weekly accuracy check and a check set for each camera, staged walks that measure missed gear, short clips that measure lost or swapped people, and broken tracks joined so one person raises one violation
  • A grade for each camera from its accuracy checks, size limits for that camera alone, figures marked current, recomputing, stale or aged, unreliable cameras left out of a figure, and a moved view noticed
  • A new model, a counting setting or a camera's size limits is replayed on the saved check sets before it takes effect
  • Model comparison on the golden set, with a printable validation report
  • Dataset tools: suggested boxes, YOLO and COCO import and export, editor zoom and keys, queue filters and bulk decisions
  • A new model must not be worse than the live one, item by item, and test images stay out of training
  • Training waits for free memory and takes a capped share of the graphics card, so live detection is never starved

Models and engines 8

  • A licence badge on every model with no licence question at install, and release builds that install only models with a published checksum
  • A fast person detector, D-FINE small, for new sites; a site that already runs a person model keeps it
  • RTMPose, a pose model that runs on every installation, so Person down can use its pose method without the PyTorch engine
  • An outdoor fire and smoke model, trained on outdoor and aerial scenes, beside the first one when Safety checks is on
  • Faster detection on Intel hardware through OpenVINO, picked automatically once installed
  • Model kinds on every library card: boxes, outlines, rotated boxes, body points, whole-picture labels and click to outline, with each size marked as running on the CPU or needing a GPU
  • Object models for any Ultralytics family, each switched on per server load: a heavy one starts switched off, and Type what to find makes a copy that looks only for the names you list
  • Click to outline uses the SAM, SAM 2, MobileSAM or FastSAM model you activate, with MobileSAM the light choice on a server without a GPU

Signing in 7

  • A sign-in page in your brand
  • Keep me signed in, request access, forgotten-password links and change password
  • Approving requests, invitations, reset links and temporary passwords, with no email
  • Two-step sign-in with a phone app and recovery codes, which administrators can require
  • Your own roles beside the built-in ones, each permission explained
  • Signed-in devices on My account, with the address and device of each
  • QR codes for reset and invitation links, so a link reaches a phone without typing

Administration and licence 6

  • Storage page: disk use over time, an activity log and cleanup, with alerts when space runs low
  • Licence page: activate online with a product key, or offline from a licence file
  • An Apps page: administrators switch apps on and off, and the menu, the Overview and the AI engine follow
  • The licence page, editions, locked features, banners, the brand and the camera limit from the licence
  • A Backups panel with warnings when backups stop or fail, restore tests that show a backup comes back, and a support file that is safe to send
  • A warning on the bell and the System page when saved camera passwords cannot be read after the server's secret key changed

Install and updates 9

  • One-click install on Docker, Ubuntu, Windows and macOS
  • Updates from a file or an online folder: signed packages checked on the server, installed from Settings with one-click rollback, or at night when turned on
  • Setup backup and restore: the whole set-up in one password-locked file, put back in one guarded flow with an undo file
  • Release builds: a signed package installs with one command on a Docker server, or as background services with a built-in database on Windows and macOS, and a server that runs from the source code moves onto it
  • A load test that says how many cameras fit, and an acceptance checklist
  • Operator and administrator guides, and an operator training deck
  • A monitoring endpoint of Prometheus metrics for your own tools, off until a metrics token is set, and a public health check for uptime services
  • Helper servers: add another computer you own with a join code and move cameras' checks to it; if it stops answering, its cameras come back to the main server within a minute, and each camera and event says which server checked it
  • Automatic camera moves: when the main server stays busy, cameras move to a helper with room and come back when it is quiet again, within limits you set

Look and feel 4

  • The finished look of today's pages: Overview, Monitor, Events, Rules and Training
  • Calmer, faster screens: movement only where something changed, reduced-motion support, and pages that load their data as you reach for them
  • A clearer interface on every page: each control explained with its default and range, Customize on every page, page states and phone layouts
  • A set-up list for new sites, and Monitor pins and your look kept with your account

In progress9

  • Switching on online activation: the vendor's activation address and production key (the Licence page and the service are built)
  • Measured error ranges on every report figure
  • Site operations: signed handovers sent by email, masked for each recipient
  • Vehicles on the live floor map
  • A security review: a written threat model, how to report a problem, and checks for known weak packages and committed keys before each release
  • Email beyond alarms: system emails with a back-to-normal message, wording you can edit, a choice and an unsubscribe link for each person, and daily and weekly digests
  • Sinhala and Tamil: names print in PDFs today; screens, alerts and reports next
  • A welcome on the first sign-in sets the site's clock; the set-up list also asks for the privacy country, two-step sign-in for administrators and the nightly backup
  • Ask the site with a local language model, the site's manuals and a policy editor

Planned4

  • A checking budget that shares time by priority, one model call for all cameras, and calm people checked about once a second
  • Plant watch: belts, guards, lamps and spills, and moments that look different from normal
  • Behaviour recognition, ergonomic risk from pose, hand gestures and crowd density
  • Speech to text, voice notes and unusual machine sounds

Later1

  • Not planned for version 1.1, on request: an update feed run by the vendor (updates come from a signed file or an online folder you set up), thermal cameras, OPC-UA and Modbus beyond the Conveyor Counting panel output, cloud sync, native phone apps, motion events sent by cameras, syslog export, turnstile and barrier drivers, an in-app product tour, wall pins across machines, and ARM processors

Camera-based fire and smoke detection is an early warning that supplements a certified fire alarm, never a replacement. The order can change with customer priorities.

Status on 8 November 2026. The lists give the order of work, not dates. The full list is in Features and roadmap.

Your server, your data

One server at your site runs everything. Nothing leaves it unless you set up remote access.

Deployment

  • On site

    One server runs everything, without internet after the install, with optional helper servers of yours. Video and evidence stay on it.

  • Privacy

    Pick the site's country on the Privacy tab in Settings, and its profile caps how long each kind of data is kept. Until then the strictest rules apply: recordings are kept at most 30 days, and faces of people with no name are not kept. Recordings, clips, exports and live view carry pictures only. Camera sound is off unless an admin switches it on for one camera, and some profiles keep it locked off.

  • Secure

    HTTPS, and camera passwords stored encrypted.

  • Roles and audit

    Four built-in roles (admin, supervisor, reviewer, viewer) and custom roles you define, and a log of every change. Two-step sign-in with a phone app, which admins can require for administrators, and a list of signed-in devices.

  • Backups

    Nightly. The System page shows the last good backup and warns when backups stop or fail.

  • Remote access

    Optional, through an outbound tunnel.

  • Install and updates

    On Ubuntu with Docker, one command installs a signed package. Windows and Apple-silicon Macs install as background services that start with the computer, with nothing else to install. Signed updates are uploaded from Settings or fetched from an online folder you set up, with one-click rollback; an update feed run by the vendor is not planned for version 1.1.

  • Fully white-label

    The licence sets the product name, logo and colours.

Server sizes

Every tier runs the same software. Pick the one that fits the site.

Minimum

Trials, demos and a few cameras

System
Ubuntu, Windows or macOS
CPU
6 cores
GPU
NVIDIA RTX 2060 6 GB or T4, or an Apple Silicon Mac with 16 GB
Memory
16 GB
Storage
512 GB SSD
Network
1 Gb Ethernet

Recommended Most sites

A typical site, with training in idle hours

System
Ubuntu 24.04 LTS with Docker, or Windows 10 or 11
CPU
8 cores
GPU
NVIDIA RTX 4060 Ti 16 GB, RTX 4070 12 GB or better
Memory
32 GB
Storage
1 TB NVMe, plus a drive for recordings
Network
1 Gb Ethernet, cameras on their own network

Best performance

Many cameras, training while live, and the thorough Test bench mode

System
Ubuntu 24.04 LTS with Docker
CPU
16 cores or more
GPU
NVIDIA RTX 4090 24 GB, RTX 5090 32 GB or RTX 6000 Ada 48 GB
Memory
64 GB
Storage
2 TB NVMe, plus a RAID array for recordings
Network
2.5 or 10 Gb Ethernet
Driver
NVIDIA 580 or newer. RTX 20 series and T4 are the oldest cards supported.
Cameras
Any RTSP IP camera, Hikvision included
Internet
Only for the install. The site then runs offline.

Recordings take about 43 GB per camera per day at 4 Mbps, so size the recordings drive for the days you keep. The System page runs a load test and says how many cameras the server fits.

Worked example: 4 cameras for 4 weeks on a 4 TB drive

Each camera records at
4 Mbit/s (typical 1080p, H.264)
4 cameras use
172.8 GB a day
4 weeks need
about 4.8 TB: does not fit
A 4 TB drive keeps
about 22 days (3 weeks)
Each camera records at
2 Mbit/s (typical 1080p, H.265)
4 cameras use
86.4 GB a day
4 weeks need
about 2.4 TB: fits
A 4 TB drive keeps
about 45 days

Typical figures, for planning only: the real rate depends on each camera's resolution, codec and scene.

Documents

Everything a buyer, partner or site team needs: a pitch deck, a datasheet, the roadmap, a security brief, the user manual, a quick reference, training slides and a model guide. Open any document here, or download its PDF.

For customers and partners

  • First slide of the pitch deck

    Pitch deck

    Slides

    The problem, how the platform works, where it fits by industry, what is coming, and a suggested four-week pilot.

  • The one-page datasheet

    Datasheet

    1 page

    The platform on one page: what it checks, requirements and deployment.

  • First page of the features and roadmap document

    Features and roadmap

    A4

    Every feature available today, what is being built now, the planned releases in order, and the editions.

  • First page of the security and privacy brief

    Security and privacy

    A4

    Where data lives, who can see what, encryption, faces and retention. For IT and data protection reviewers.

For site teams

  • Cover of the user manual

    User manual

    A4

    Install, first sign-in, cameras, zones and rules, watching live, reviewing events, improving accuracy and administration.

  • First page of the quick reference card

    Quick reference

    2 pages

    Two pages for supervisors and reviewers: the daily routine, reading the Monitor, handling an event.

  • Title slide of the operator training deck

    Training deck

    Slides

    Slides that walk operators through the wall, alarms, review, incidents, visits and exports, for the first training session.

  • Cover of the model guide

    Model guide

    A4

    What a model is, how to install one in five steps, and every model that could be added, job by job, in plain words.

What's new

Version 1.1.834, updated 8 November 2026. This list updates with every release.

Version 1.1.834Better far-away detection of people and vehicles, eased under overload, closer fire checks32 changes

Overview

  • The demo sidebar matches the app

    The online demo now lists the same pages in the same order as the app, with Conveyor, Privacy and Expected visitors drawn, and Counting, Vehicles, Sound, All sites and others as pages of their own. Sound, All sites, Vehicles and Floor map zones now read Available.

Floor map

  • Replay a person's path on the map

    Follow a person's path across cameras with the matching clips beside the map. Gaps between cameras are shown as gaps, unsure links ask you to check the clip, and an evidence pack exports it all with a checked manifest.

  • Heat shows traffic and time spent

    The Heat layer can now show where people passed and where they spent the most time over the past day, as well as violations. A line under the map says what the darker squares mean.

  • Muster shows where people were last seen

    During a muster, each person not yet accounted for is listed under the room a camera last saw them in, and muster point counts are exact where cameras overlap.

  • A confirmed link stops asking for a check

    In a person's path, a hand-off between cameras you confirm no longer shows as a possible link, even when it scored low.

  • Large floor plans read more labels

    Room names written in small text on big plan images are now found more reliably. Plans of ordinary size are read exactly as before.

  • Locked map layers say why

    A map layer that cannot be switched on now shows its reason as text under the chips, so touch and keyboard users see it too. Publishing a draft with no changes says so, and cannot be cancelled while it publishes.

  • One dot per person on the floor map

    Where cameras overlap, the floor map now joins what they see into one dot per person, so room counts are exact instead of a range.

  • Floor map trails kept up to 30 days

    The floor map now keeps a sparse trail of where each person was, for at most 30 days, and never longer than the site's privacy profile allows. Erasing a person also removes their trail, and Storage has a Trails setting to keep it shorter.

  • Ask who was in a room

    With permission to see people, ask who was in a room between two times and get every confirmed track, with an honest line about what cameras could not see.

Events

  • One word for deleting events

    The button that deletes events, its confirm and its progress now all say Delete. The Back button on an event and the small search buttons are easier to hit on a phone.

  • Hidden apps hide their events everywhere

    An event of an app that is switched off no longer opens by its link, nor does its picture, clip or notes, just as it is already left out of the list.

  • Export check catches renamed files

    When you check files against a signed export, a file whose name is not in that export now reads as changed, even if its signature file is untouched.

Video search

  • Clear label to stop an export

    The Playback export button is now called Cancel export while one runs, or Start again when it is ready, and asks first so a finished export is not dropped by accident.

Attendance

  • Person dates follow your format

    Dates on a person's page now use the date format chosen in settings, not the browser's own.

Rules

  • Safety checks open without errors

    The Rules page no longer fails to show the Safety checks tab when the browser blocks stored settings, such as in a private window.

Cameras

  • Find far people and vehicles

    The far-away look on a camera now also finds small, distant vehicles such as gate and forklift traffic, not only people. The camera option is renamed to match and says what it costs.

  • Far cameras counted more accurately

    The capacity estimate and the Plan strip now count a camera that looks for far-away people as about three times the work of a normal camera, as measured on a CPU server. Before, the estimate came out too low.

  • Removing needs a confirm

    Removing a learned fixed item or a floor calibration now asks first, and the fixed item button stays off while it works so a double tap cannot fire twice.

  • Conveyor cameras stay on the main server

    A camera that counts items on a conveyor line is now kept on the main server, so its counts are no longer lost when the planner would have handed it to a helper.

Training and models

  • Dataset filters wait for their lists

    The Datasets camera and class filters now show loading, or an error with Retry, instead of silently appearing empty.

Detection and counting

  • Better far-away person detection

    Distant workers are now searched with evenly spread views, and the search reaches slightly below the usable line. People standing right on that line are no longer missed.

  • Max looks closer for fire

    In Max pictures, fire, smoke and object checks now also look at tiles of the picture, so small or distant items are found more often. Fire and smoke that overlap are both kept.

  • Test videos match live detection

    Looping test videos set to Max now also look at the four tiles of each frame. Replays of saved checks now run the far-person pass too, so their numbers match what the live camera does.

  • Max mode time is stated honestly

    The Test bench now says Max takes about 5 times as long as Accurate, based on a measurement on a CPU server, instead of about 3 times. The cost line under the runs uses the same ratio.

  • Removing test results asks first

    Removing a single result on the Test bench now asks to confirm, and removing several waits for the real outcome. If some could not be removed you are told which, instead of a success message.

Look and settings

  • Far detection eases under overload

    When a server is overloaded for a long time, the extra look at far-away people now runs on every other picture instead of every one. The System page names it as running at half rate.

Privacy

  • Visitors in people's data requests

    A data request can now find a visitor by email, phone or name and export their expected visits and check-ins. Erasing needs an email or phone match, because two visitors can share a name. A visitor's photo is deleted the day after their visit.

Visitors

  • Find a visit by face, with consent

    A visitor who agreed and has a photo on their visit can look at the kiosk camera instead of showing a pass. The face is matched only to today's expected visitors, and the pass, the code and the gate desk always stay on screen.

  • A doubtful face waits for the desk

    When the photo check thinks the kiosk may be looking at a photo or a screen, the visitor waits and the gate desk is called to check them in person.

  • A close face match waits for the desk

    When two of today's visitors look alike to the camera and neither is clearly the better match, the visitor waits and the gate desk is called, instead of being let in as the other person.

  • Erasing a visitor needs a contact match

    A data request that names only a visitor's name still lists the matching visits, marked as name only, but erases nothing. Add the visitor's email or phone to erase their visits and photos.

Version 1.1.801Editing golden frames keeps them golden, face-confirmed sightings saved, and more13 changes

Editing golden frames keeps them golden, face-confirmed sightings saved, footage count fixed, download size label fixed, memory refusal names the reserve, validation scores as percents, cleaner handover PDF, urgent sound after a soft alert, AI rest time uses site time, fewer false smoke alarms

Reports

  • Validation scores read as percents

    The Validation tab now opens without any camera added, so you can check a model against its golden set first. Scores and ranges show as whole percents, matching the hints beside them.

  • Cleaner shift handover PDF

    The shift handover PDF no longer prints an empty Notable movements section when there was nothing to report. It now matches what the page shows.

Attendance

  • Face-confirmed sightings now saved

    Sightings where a face confirmed who the person was were being rejected and lost. They are now stored, and clock-camera attendance times are accepted the same way.

  • Clearer face readability help icon

    The info icon beside Face readability on the People page now works as a proper button for keyboard and screen reader users.

Rules

  • Fewer false smoke alarms

    Smoke now needs a stronger, longer and moving sighting before it alarms, and waits longer before repeating. A camera that looks moved or blurred must stay that way for a minute before alerting.

Training and models

  • Clearer model validation PDF

    The model validation PDF now shows false alarms and misses in its confusion matrix. The Change and Verdict columns no longer run together, and the Worst misses card stays on one page.

  • Editing golden frames keeps them golden

    Pressing Approve on a golden-set frame you just edited now saves your changes and leaves the frame in the golden set. Before, it quietly moved the frame out. Use Remove from golden to take a frame out on purpose.

  • Memory refusal names the reserve

    When a model is not loaded for lack of memory, the message now also says how much memory must stay free. It no longer reads as if the model would fit.

Look and settings

  • AI rest time uses site time

    The AI help card now shows when online AI starts again in the site's time zone. It no longer uses the time zone of the computer you are browsing from.

Install and updates

  • Calmer download progress bar

    When an update download has no known size, the progress bar now stays still instead of pulsing. The byte count next to it still shows how much has arrived.

Privacy

  • Download size matches the file

    The size shown for a covered clip now matches the file you download. It no longer counts the original footage that is left out of the download.

Sound

  • Urgent sound after a soft alert

    When a Medium alert pop-up opened first and High alerts followed on the same camera, the urgent sound stayed silent. The urgent sound now plays once, still without repeating for every alert in the burst.

Ask

  • Footage count matches clips

    The Footage step in an answer now counts the clips you can actually open. It no longer counts visits whose clip was already removed.

Version 1.1.784New Conveyor Counting app7 changes

Cameras

  • Draw a counting line across a belt

    On a camera's Lines tab, draw a line across the belt, pick the object to count and mark the belt area. Items outside the belt area are never counted, and a camera analysed fewer than 10 times a second gets a warning.

Detection and counting

  • New Conveyor Counting app

    Counting items on a conveyor belt is now an app of its own, with its own part of the licence, so a belt site can run it with every other app switched off. Belt lines now belong to it instead of People Counting.

  • Batches and a running total

    The Conveyor page shows the batch count, the running total and the rate per hour. New batch sets the batch to zero while the total keeps going, and every batch is kept for reports. Counts move live, and a site that runs only this app opens on the Conveyor page.

  • Big count screen for the belt

    Open the count screen on a large monitor near the belt: it shows the batch, the total and the rate per hour in big numbers, updates every second, and says plainly when the camera or the operator panel link is down.

  • Batch report with export

    The Conveyor page downloads every batch in a period, with its start, end, count and who started it, as CSV or PDF. A batch counted by hand as well is marked Test.

  • Measured count error from test batches

    Enter the hand count of a finished test batch and the Conveyor page shows the average miss per batch, the worst one and the net error, with the number of items behind them. Until three batches are tested it says Error not measured.

Look and settings

  • Counts on the operator panel at the belt

    Admins can send the batch and total counts to the operator panel at the belt over a serial link. Once the panel has a New batch button, it starts a batch just like the one in the app, and the link's state shows on the count screen.

Earlier releases 26
Version 1.1.756Next camera works for rooms without walls29 changes

Monitor

  • Peek at a moment on the timeline

    Point at a camera's lane on Playback, or press and hold on a phone, to see a small picture and the time there without moving the playhead.

  • Drag the export range along Playback

    On Playback, drag the thin bar between the two range handles to move the whole export range without changing its length. The range and its edges snap to nearby events and the playhead, and you can hold Alt to skip that.

  • Reorder cameras on Playback

    Drag a camera's name on the timeline, or press the up or down arrow on it, to change the order of the lanes and pictures. The order stays in the address, so a reload or a shared link keeps it.

  • Scroll and zoom the playback timeline

    Scroll the Playback timeline with a swipe, the arrow keys and Page Up and Page Down, or Shift and the wheel, and zoom with Ctrl and the wheel, a pinch, the Zoom slider or Whole day, from one minute to the whole day. The ruler re-marks itself as you zoom, and you can drag the box in the day strip. Drag the playhead or the ruler and every synced picture follows, landing exactly where you let go; Esc cancels a drag.

Floor map

  • Next camera answers without walls

    A room drawn with no walls used to get No spot would see more even with a blind spot. The suggestion now also tries spots along the room edges.

Events

  • Incidents CSV says what it masked

    Exporting the Incidents list to CSV now shows a short line when personal details in the text were replaced by a mark, as the report downloads already did.

  • Paused picture matches the playhead

    When playback is paused, a one-frame step now shows exactly that frame, and letting go of a fast scrub lands on the exact moment instead of the nearest key frame.

  • Playhead no longer jumps on grab

    Grabbing the playhead label a second time no longer shifts it by the distance of your last drag. Holding Alt before you start a drag now skips snapping straight away.

Cameras

  • Helper cards stop repeating figures

    A helper card now shows the camera count and the link time once, on the line with its spare room and link use, instead of again on the line above.

  • Join code survives a missing secret

    Joining a helper while the main server has no secret set now stops with a clear message and leaves the join code and the helper unused. Set the secret and try the same code again instead of making a new one.

  • Phone camera cards name the server

    On a phone, System now says Runs on Depot-1 instead of Runs on On Depot-1, and each camera card shows its cost split by check, as the table does on wider screens.

  • Helper servers settings open first time

    Opening Settings, then Helper servers, for the first time no longer shows an error page. The list loads and then shows your servers as normal.

  • Helper limits shown on each helper

    Each helper now lists Most busy, Most cameras and Internet speed under Change, with their defaults and ranges. Set a camera limit or choose No limit to take it off again.

  • Automatic moves now start under load

    A server that stayed busy for the whole hold time now counts as held even when its checks run a few milliseconds slower than every 15 seconds, so a busy main server again moves a camera to a helper by itself.

  • Offline camera card fits small tiles

    On a phone, the offline message on a camera tile was cut off at the top and the Camera settings button at the bottom. The card now scrolls inside the tile so everything can be reached.

Training and models

  • Find any training job

    All jobs can be narrowed to waiting, finished or failed, and opening a past job shows its curves as well as its log.

  • Schedule reads in site time

    The 24-hour idle-hours bar now uses the site's time zone, the charts fit any screen, and Change idle hours is a plain button beside the hours.

  • SH17 model says it needs full frames

    The SH17 PPE models in the library now say they are trained on whole frames and need the PPE mode set to full frame. In the default crops mode they never saw the vest, so the kiosk check quietly timed out.

  • Make ONNX copy says why it is off

    When the training service is offline, the reason Make ONNX copy is unavailable now shows as a line under the button, so it is readable on a phone and by touch, not only on hover.

  • Test results now suggest thresholds

    After testing a trained model, each class on the models page now shows a suggested score threshold taken from its best balance of misses and false alarms. Before, the column stayed empty until you typed one in.

  • Model test reads box positions correctly

    The model test on your labelled pictures used to read each box position from the wrong point, so a good model could score zero. Boxes are now placed where you drew them and the scores match what the model really finds.

  • Training says what it is doing up top

    One line at the top says whether a job is training, paused or waiting for the idle hours, with progress and time left. Pause, Resume and Stop for that job now live only there.

  • Clearer go-live decision

    Finished models state the golden gate once, Activate anyway is marked as a warning, and the written reason opens in its own window instead of reshaping the list.

Detection and counting

  • Undo a settled answer

    Choosing the first or second answer in Settle now waits 7 seconds with an Undo button before it is saved, so a slip of the finger can be taken back.

  • Answer questions faster

    Each question says which one of the week it is. 1, 2 and 3 answer the row you are on, and Enter sends. On a phone the Send button stays in reach at the bottom of the screen.

  • Marking tools close the same way

    Marking moments, clips and crossings each open with the camera's name and close with Back to Set up, which asks first if marks are not sent.

  • Set up is one list with progress

    Each camera is one row with its state and the one button it needs next. Rarer actions, such as the staged walk, sit in a menu. Sets that are collecting or waiting for marks show how far they have got, and the list updates itself.

Install and updates

  • Updates arrive from an online folder

    Settings → Updates can now look in an update folder when you press Check now, or every few hours once an administrator turns on automatic checks. It downloads a newer version for this server's system and channel and checks its signature before it offers Install. Checked updates can also install by themselves at night.

  • Updates from older versions finish

    Updating a server that still runs a build from 29 October or earlier no longer stops at the database step with an unsafe use of new value segment error. The update now finishes in one go; servers already on a newer build are not affected.

Version 1.1.688Still smoke patches stop alerts; picture health, attendance, AI help and language models37 changes

Overview

  • This shift so far, in a few lines

    Overview sums up the shift in plain sentences: violations against the same time last shift, what was missed most and what is still open. With AI help on, AI words them, and any sentence with a number that is not in the counts is thrown away.

Floor map

  • Floor plan picture loads after upload

    Setting the scale right after uploading a picture sometimes said it could not load the picture. It now asks again a moment later, so the picture shows up without a retry.

  • Calibration picture matches Suggest

    The camera picture in calibration now loads a fresh frame each time you open it, and Suggest points then shows the exact picture it analysed, so the suggested points sit on the frame you see.

  • First scale keeps the drawing in place

    Setting the first scale on a floor plan that already has walls, doors or cameras drawn on an unscaled picture now rescales the drawing with the picture, so everything stays on the right part of the plan.

  • Slow 3D map now offers the flat plan

    On a slow or busy computer, the 3D map now notices that it lags and offers the flat plan, even when the slowness is the browser waiting rather than the drawing itself.

Events

  • Each event says what was checked

    The event panel and page now open with one line on what was checked, against what and why it fired, using the event's own numbers, and a second on where it is marked. Checks without a score no longer show a 100% absence score, and an event without a person no longer shows an empty track number.

  • Clips show the same marks as the snapshot

    An event's clip now plays with its boxes, labels and zone outline moving with the video, and Annotated or Raw switches them on and off. Clips cut before this update say they have no saved marks.

  • Left behind shows where the change is

    Left behind, Removed and Blocked exit events now outline the part of the picture that differs from the reference, on the snapshot and on both pictures of the before-and-after.

  • Delete an event from the side panel

    Admins can now delete an event straight from the Events side panel, and the next event in the list opens. Events on legal hold, about a person on legal hold, still running or used by a training sample are refused with the reason.

  • No-clip note says what is known

    When an event has no clip, the note no longer claims recording was off. It says no recording of that time is kept, and admins get a link to the camera's recording setting.

  • Admins can clear events in bulk

    On Events, admins can tick rows or take the whole filtered list and clear it in one go after confirming the count. Events on legal hold, still running, confirmed as violations, open incidents or used by a training sample are kept, skipped and counted.

  • Full-screen evidence viewer

    Open an event's snapshot and clip full screen from Events, the event page or Incidents, with the same marks on both. The arrow keys switch between them, Space plays, and the zoom buttons let you look closer. Pinch, pan and swipe work on a touch screen.

Reports

  • Emoji no longer print as boxes

    An emoji typed into a privacy document or the sign at the door used to print as a stray symbol in the PDF. The PDF now leaves emoji out and prints the rest of the text as typed.

Video search

  • Ask understands any wording

    Questions the fixed rules cannot read now go to AI help, which turns them into filters you can see and change. The counts always come from this server.

  • Search understands plain words

    Type a sentence such as “no helmet in the paint shop yesterday” in search and it offers the matching events, cameras and people. It works without AI; with AI help on it reads more wordings.

Rules

  • Suggested PPE rules for new zones

    On Rules, AI help can suggest which PPE each zone without rules needs. Nothing is added until you tick the ones you want and press Add, and Undo takes them back.

Cameras

  • Vehicle line Enabled helper says vehicles

    On a vehicle line, the note under the Enabled switch now says vehicles crossing the line are not counted while it is off, instead of people.

Training and models

  • Speed test covers every model head

    Models that sort a picture, outline objects, draw rotated boxes or outline on a click now show a speed on their card, like detectors do. A click-to-outline model is timed as one picture plus one click.

  • See which models fit this server

    Each model card now says what the model gives back (boxes, outlines, body points and so on) and whether each size runs on the CPU or wants a GPU. A size that needs a GPU warns you when this server has none. Objects joins the task filter. A model that can work in more than one role now has a Use as choice before you install it, and a role already installed cannot be installed twice.

  • Turn object models on per server load

    Installed object models now sit in their own Object models section, where several can be active at once. Each has a Run on live cameras switch and a Follow each object switch, and a heavy model starts switched off with a note saying so. Training jobs no longer offer roles that only come from the library.

  • Type the names of things to find

    On a model that takes typed words, Type what to find now opens a box where you list up to 40 names, one per line. It makes a copy of the model that looks only for those things and adds it as a candidate in a minute or two, ready to test before you use it.

  • Install Ultralytics models from All models

    Most Ultralytics models on the All models page that this app can run now have an Install link. It opens the matching family in the Model library, so you can download and activate it there. Face detectors, Pyronear wildfire smoke, the Keremberke forklift models, two more cigarette detectors and a fall detector now have Install links too. RT-DETR, MobileSAM and the tiny SAM 2.1 outline model can now be loaded today, with the same links, and so can the Latin PP-OCRv5 plate reader. More follow as their families are added.

  • Language models on the Models page

    Download a small language model that runs on this server, see which one fits this computer, test its speed and delete it to free the space. It answers when there is no internet.

  • Failed bake now says why

    When Type what to find makes no model because the text model is missing or is not the expected file, the card now says so instead of silently showing nothing. The message clears after the next successful bake.

Detection and counting

  • Still smoke patches send no notification

    A grey patch that looks like smoke and never moves is kept in Events for review, but no longer sends a notification. Fire still notifies as before, and a smoke patch that stays still for 3 minutes becomes an alarm and notifies.

  • Picture health says moved only when it moved

    A lamp switched off, a crowd walking through or the switch to night vision no longer makes picture health report that a camera moved. It says moved only when the view has really shifted and stayed that way for a minute.

  • Picture health checks at noon in colour

    Picture health now checks each camera once a day from noon, not as soon as the system starts. It compares colour pictures only, so a camera showing its night picture is checked again later that day, up to 6 pm.

  • Moved alert waits 10 minutes to return

    A camera that flickers between moved and good no longer raises the picture moved alert again straight away. A new moved alert waits 10 minutes after the last one cleared, while blocked, blurred and other picture alerts still raise at once.

Users and access

  • Model access now covers language models

    Install and switch models now also covers downloading and running the local AI language models, so the roles page marks it as something that runs programs on the server. Give it only to people you trust with the server.

Look and settings

  • Recipients count follows your ticks

    In an email's Recipients popup, the count of people now updates as you tick or untick a role or a person, before you press Save.

  • Attendance sheet shows after a shift is saved

    A work shift saved in Settings, Site now counts straight away, so the Attendance sheet no longer says Add a work shift first while the shift is already there.

  • Attendance header no longer says shift twice

    A shift named "Shift 1" now reads "Shift 1 on Tuesday 21 October" under the Attendance title instead of "Shift 1 shift".

  • AI help in Settings

    An administrator can turn on AI help, save a Gemini key (free or paid), test it and choose what may go online. Every page still works with AI off or without internet.

Visitors

  • Plate list tabs fit a thumb

    On a phone, the Allow list and Deny list tabs in the plate lists popup are now 44 px tall, easier to hit without missing.

  • Plate list count reads 1 plate

    A group holding a single plate now says 1 plate in this group instead of 1 plates.

  • Demo Gate events no longer says Planned

    In the Vehicles demo, the Gate events panel now carries the Available tag, since plate reads and gate decisions are built.

  • Plate reader turns on without override

    Installing the plate reader and turning on Read plates now works straight away. It no longer asks for a written reason, because there are no test images to score it on.

Version 1.1.582Steadier boxes, full labels and fewer false PPE alarms18 changes

Overview

  • Switched-off apps say records are kept

    A switched-off Time & Attendance app now says on its Apps card and on its own page that records are kept and nothing new is recorded, so nobody wonders whether data was lost.

Monitor

  • Boxes no longer drop out as people walk

    A fault in matching how a person looks from picture to picture made the system skip whole pictures while someone walked through, so their box vanished and their PPE went unchecked. Every picture is checked again.

  • Boxes stay on people through short misses

    When the detector misses a person or vehicle for a moment, their box now stays on the tracker's prediction for up to a second instead of blinking off. These held boxes are only drawn: they are never counted, never judged and never raise an alarm.

  • Boxes move with every video picture

    Boxes are now drawn in step with each picture the camera's video shows and glide smoothly between detections, on the Monitor, Playback, event clips and the Test bench. Each camera is also checked at an even pace, so boxes no longer lag or jump when the server is busy.

  • Every box shows its name, icon and percentage

    People, worn and missing PPE, vehicles, fire, smoke and other objects each carry a label with their name, their colour, an icon and how sure the detector is, readable on bright and dark pictures and never overlapping. Video search, the visitor kiosk and model checks label their boxes the same way.

  • Vehicles get live boxes on the Monitor

    Vehicles followed on a camera with a vehicle line or bay now show their own box on the Monitor with their type and percentage, not only in recordings.

Floor map

  • Choose the engine for click to outline

    Activate a SAM, SAM 2, MobileSAM or FastSAM model on the Models page and click to outline uses it from the next click, with no restart. MobileSAM is the light choice for a server without a GPU, because these engines always run on the processor and never slow live cameras.

Training and models

  • Models say when the add-on is missing

    When the training service reports no Ultralytics add-on, Ultralytics models in the library show Needs the Ultralytics add-on and cannot be installed or baked. Turning on a .pt model is refused only when the detection service itself reports the add-on missing.

  • Copied-in model files are recognised

    A model file you copy in is now matched against the catalogue by its checksum and shows as installed, with its kind and licence filled in. Other files are read for their kind and class names, and a copied-in object model that is not a box detector is flagged.

Detection and counting

  • Fewer false missing-PPE alarms

    An event now opens only when an item is seen missing in most pictures over the violation time, 8 seconds by default. Pictures where the system could not tell, such as a turned head, no longer count as missing, and a helmet or vest seen clearly stays worn for 15 seconds while out of sight.

  • One verdict per item on each person

    A person no longer shows an item and its absence at the same time, such as Face mask and No face mask. The detection the system is surer of wins, and the live view, evidence pictures, events and the Test bench all show that same one.

  • Old PPE timings move to the new defaults

    Sites still on the old 3 second and 2 second PPE timings move to 8 and 4 seconds on upgrade, including a site that chose exactly those values. Smoke and camera-blocked checks that still hold their old numbers switch to the new defaults too, and restoring an older backup brings the old values back.

  • Still grey patches no longer sound the smoke alarm

    Smoke now has to move or drift in the picture before it alarms, so a still grey patch such as a wall stain or a hanging cloth is kept for review instead. A patch that stays for three minutes still escalates to an alarm, so nothing is silent for good.

Users and access

  • Add people explains an empty directory

    When nobody has been named yet, the Add people window now says so and points to the People page, instead of claiming everyone is already on the attendance list. It also says when people are still loading or your role cannot see them.

Look and settings

  • Calm and Quick fit the new timings

    The Calm preset for PPE timing now waits 15 seconds before a violation and 6 before it clears, longer than Balanced's 8 and 4, and Quick waits 4 and 2. Calm had become quicker than Balanced when the defaults grew.

  • Choose how sure a missing item must be

    The PPE timing settings gain Missing in at least, the share of pictures that must show an item missing, and Keep a seen item worn for. The two confidence levels are renamed to say what each one does, and the bar under them explains the same.

  • Empty group no longer reports success

    Adding a group to the attendance list now says when nobody was added because the group has nobody named yet, and keeps the window open so another group can be chosen.

Sound

  • Cameras can be a microphone

    Add microphone now offers the cameras that carry sound, so you pick a camera instead of typing its address. The microphone follows the camera if its address changes.

Version 1.1.553Accuracy checks and loading states in working order25 changes

Monitor

  • Outlines and rotated boxes on live view

    Objects an object model finds now show as an outline or a rotated box that hugs the shape, and a followed object carries its number after the label. A label that describes the whole picture sits as a small tab in the top corner.

  • Objects keep their number as they move

    When an object model is set to follow what it finds, each object now keeps the same number from frame to frame while it moves, so one thing is no longer counted as several. The Test bench still treats each picture on its own.

Floor map

  • Muster page shows a placeholder and Retry

    While the muster loads, the page shows a placeholder shape instead of a line of text, and if it cannot load it says so with a Retry button in the same style as the other pages.

Events

  • Incidents name what they are about

    Incidents that are not about missing PPE, such as smoke, fire or a restricted area, now show their kind in the list and as the panel title, instead of a dash or the word Incident.

  • Smoke and fire boxes in Playback

    Recordings made from now on keep the smoke and fire boxes the system drew live, so Playback shows where it saw them, not only people and their PPE.

Video search

  • Video search is easier to tap on a phone

    On a phone, the Describe it and Example image tabs and the Choose image button are now tall enough for a thumb. On larger screens they look as before.

Rules

  • Raise an event for any object

    A new Object seen rule watches a zone for any object your object models can find. Pick what to look for from the classes of your object models, searching as you type, and the rule stays idle until you do.

  • Alarm outputs say when they cannot load

    On Rules, the alarm outputs line now says when it could not check which outputs are set up, with Retry, instead of loading for ever.

Cameras

  • Cameras move only after a steady load

    A server must stay overloaded for the whole waiting time before cameras spill to another, and no more than the hourly limit move on their own. You can also pin several cameras to a server in one go, and each answers on its own.

Training and models

  • Every Ultralytics model in the library

    The model library now lists every official Ultralytics model with the add-on: boxes, outlines, rotated boxes, whole-picture labels, body points and click-to-outline, in every size from nano up. Models that find words you type are install-only for now, so you give them their words before they can run.

  • Dataset versions say when they cannot load

    The Versions tab of Datasets now shows an error with Retry when the list cannot be fetched, instead of an empty space.

  • Model results table fits a phone

    The results by class table on Models now matches the other tables and scrolls inside its own box on a phone.

  • Clear reasons when a download cannot start

    Installing a model now says plainly when the disk is too full, with how much space is needed and how much is free. If the download server cannot be reached, the card tells you to copy the file in with Import model, where a file with the same checksum is recognised.

Detection and counting

  • Accuracy checks in working order

    The tabs now read This week, Disagreements, then Camera sets, and the open tab stays in the address, so Back and reload land on it. See the results opens the Accuracy report.

  • See where accuracy checks stand

    Three figures at the top of Accuracy checks show this week's answers, the disagreements to settle and the camera sets due, and each opens its tab. Camera sets now count days in the site's time zone.

  • Camera sets read in sections

    Camera sets now splits into Across the site and Each camera, each camera shows its check set's state beside its name, and check set, staged walk and crossing log explain themselves when tapped.

  • Easier answering on a phone

    On a phone, every Send answer button is now a full-size touch target. When two answers disagree, each picture is read out as which person and which picture of how many.

Users and access

  • Lists say when they fail to load

    Email choices on your account, the person page access log and recent exports now show a placeholder while loading and Retry when loading fails, instead of plain text or an empty list.

  • Person pages have a help button

    Every person page now has a How this page works button, both when the id is unknown and on a person's page. It opens the People help, so you can see what the page shows before you act on it.

Look and settings

  • Pickers are easier to tap on a phone

    Drop-down pickers are full finger height on a phone, and the pickers in shift handover, area analytics, the breach form and tracking marking now look like the rest.

  • Neutral default product name

    Until a site sets its own product name, emails, reports and the app now say Safety monitoring instead of an internal code name. A name set in Branding still wins.

  • Settings for automatic camera moves

    Helper servers settings now let you turn automatic moves on or off, choose how busy a server may get before cameras move and how quiet before they return, and cap moves per hour. Each helper also has its own camera limit, busy limit and internet speed.

Install and updates

  • Move cameras shows video size

    Each camera in Move cameras… now shows how much video it sends, and cameras a server cannot take are cleared when you pick it. A helper that is starting a camera says so on its card.

  • Updates panel says when it cannot load

    If the update status cannot be fetched, the Updates panel now says so with Retry instead of showing Loading for ever, and the removed helpers list no longer looks empty after a failed load.

  • Cameras move to helpers by themselves

    When this server stays busy, cameras move to a helper server with room and come back when it is quiet again. Move cameras… on the Helper servers page pins them yourself, and the System page shows each camera's Cost, its share of its server's AI time.

Version 1.1.480Crossing logs, measured counts, and more62 changes

Crossing logs, measured counts, steadier zone drawing and an alarm banner that keeps the bell in reach, a one-file setup backup you can restore, and a Sound page that hears alarms

Overview

  • Welcome opens on the time zone

    When the site time zone was already changed, a new administrator's welcome put the cursor on "Reset to default" instead of the time zone. It now always starts on the time zone.

Monitor

  • Covered clips say when they are .avi

    When a server has no H.264 encoder, the covered clip is Motion JPEG in an .avi file. The export page now says so and names the players that open it, instead of handing over a file that will not play in a browser.

  • Share safely says how to start

    Opened with nothing chosen, Share safely now says to pick a clip in Playback, an incident or an event, with an Open Playback button, instead of asking for a camera and a time it has no field for.

  • Phone shows your last export

    On a phone, Share safely now names your last export by its kind and size. Before, it said no file even when you had exported one.

  • Share safely says blur is not offered

    Under the reason on Share safely, a line now says why there is no blur option: blur can be undone, so covers are always solid black.

Floor map

  • Viewers see plain privacy wording

    Under the face-data notice on the muster page, a viewer now reads "More: ask an administrator" instead of a file path they could not open.

  • Roll-call prints dark text on white

    Printing the muster roll-call while the dark theme is on now gives dark names on white cards, so the list stays readable whether or not your printer prints backgrounds.

  • Floor map studio has Customize

    The floor map studio now has a Customize button in its header, like the other pages. Pick how far points snap while you draw and how the plan is drawn when the studio opens; the choice is kept for you only.

  • Uploaded plan shows under your drawing

    In the floor map studio, the picture or PDF page you upload is now drawn under the plan, so you can trace over it as the studio says. It shows in the flat view; the picture is sized to your scale once you set one.

  • Plan picture no longer shows an error

    Uploading a plan picture in the floor map studio no longer pops up Could not load the plan picture while the draft is still saving. The picture now waits a moment and appears on its own; the message only shows if it really cannot be loaded.

  • Scale tool hint is accurate

    The hint under the Scale tool in the floor map studio no longer says the Scale step has not shipped. It now tells you to use Measure under the plan picture, click both ends of a known length and type it.

  • Typed wall length works after a click

    In the floor map studio, clicking into the Wall length box with the mouse no longer stops the typed length from working. Press Enter and the next corner is set that far along the way you were drawing.

  • Viewers see the locked floor studio

    A viewer who opens the floor map studio now sees the plan with its editing tools locked, instead of Could not load the map. Only roles that can edit load the working draft.

  • The zone canvas stays put while drawing

    While you draw a zone, the help above the map no longer pushes the map down as the cameras and the back-test appear. Your last corner now lands where you aimed.

  • Zone settings are named for screen readers

    On the Zones page, the name box, the check switches and the severity lists now have names a screen reader can read, with a short line saying what each does.

  • Publish summary counts camera zones correctly

    When you publish zones, the summary now says how many camera zones the map has in all, instead of reading as if that many cameras were involved.

  • Muster banner readable in light theme

    The roll-call bar shown while a muster is open now uses white text on its amber background in the light theme, so it is easy to read. The dark theme is unchanged.

Events

  • The alarm banner no longer hides the bell

    While an alarm is open, the red banner now pushes the page down instead of covering the top bar. The bell, search and menu stay in reach, so you can still end Do not disturb or open the bell during an alarm. The alarm count in the top bar also stays on one line on a phone.

  • Clips open in a centred popup

    The clips behind an Ask the site answer now open in a centred popup like every other panel, with Previous and Next under the video. The pairing dialog also copies its address on a plain-http page.

Reports

  • Personal details hidden in exports

    Names, phone numbers, emails and ID numbers in notes, comments and export reasons are replaced by a mark before they leave the site. The audit log keeps what was written.

  • Choose what personal text leaves

    Share safely lists the names, numbers and emails found in the text that travels with a clip, each with Keep or Mask. Report downloads have a Hide personal details switch, and the settings can pick which local ID and phone formats count.

  • Switched-off report apps name themselves

    Opening the Area analytics or Attendance tab while its app is switched off now says which app is off, instead of always naming Vehicles & Plates.

  • Queue chart reads cleanly over several days

    On the Area analytics tab, people waiting in a queue now show as a short number such as 0.2 instead of a long fraction. Over several days each row also names its day, so the same hours no longer repeat without a date.

Video search

  • Change an answer's filters and run again

    Under an Ask the site answer you can change the day, area, check or hours it used and press Run again. The steps show what was found in events, visits and footage, and each visit opens its clip; a role that cannot see people sees Person 1, Person 2 and no pictures.

  • Clips, incidents and a PDF from an answer

    Under an Ask the site answer you can play the clips one after another, start the answer's events as incidents with your question as the note, or save the answer as a PDF. Starting incidents needs the right to review events, and the site policy now shows its three locked rules.

Rules

  • No false Not a number note on Rules

    A check you have just switched on no longer shows a Not a number note under every parameter you have not set. The note now appears only when a saved value is not a number.

  • Get a missing model without leaving Rules

    "Needs a model · Get model" in the checks table now opens the models for that check right beside it, where you can download and switch one on. Before, it took you away to the Models page.

Cameras

  • Slowed camera line is amber

    On the cameras list, the line Checked N of M per second under a slowed camera is now amber, not only its warning icon, so a camera checked less than set stands out at a glance.

  • Set to N stays on the cameras list

    Pressing Set to N beside a slowed camera no longer opens that camera page. The rate changes in place and the message offers Undo.

  • Calibration floor points are tidy

    When you click a point on the plan, its floor x and y boxes now show metres to the millimetre instead of about fifteen digits. What is saved is unchanged.

  • Drawing a zone no longer shifts the picture

    When a zone drawn inside another shows its PPE warning and the keep-the-outer-rules box, they now appear under the camera picture. Before, they pushed the picture down while you were still clicking, so the last corner landed in the wrong place.

Training and models

  • Adding photos works on a plain http address

    On a site opened through a plain http:// address, adding photos or videos to the test bench did nothing, and drawing a new zone on the floor map failed the same way. Both now work on any address.

Detection and counting

  • Crossing logs for counting lines

    An admin can collect a crossing log for a counting line over three working days. A reviewer then marks every crossing at four times speed without seeing the system's count, so the line's error is measured.

  • Counting lines earn a grade

    A line whose crossing log shows its count within 10 % each way is graded as checked, and a line off by more than 20 % is left out of totals. A weekly check keeps watching it.

  • Counts show how far off they can be

    The counting page now shows each line's measured error, whether it tends to read low, unsure crossings as a range, and which lines are left out of the totals.

  • Two more self-checks on counts

    The bell now warns when in minus out drifts away from the people the cameras see in a fully covered area, and when one id appears on two cameras faster than anyone could walk between them.

Storage

  • Free up space explains an empty recordings result

    Cleaning recordings started at 30 days, but cameras delete their own recordings after 14 days by default, so it always found 0 items. It now starts at 7 days. When nothing matches, it says why and which number would work, and offers no Delete button.

Signing in

  • Sign-in names a refused web address

    When the server does not accept sign-ins from the address in your browser, sign-in now says so, names the address and tells you what your administrator must add. Before, it said the server could not be reached, which sent people looking for a network fault.

Users and access

  • Enrol dialog Group row fits

    In the Enrol a person dialog, Group now sits on its own full-width row under Name, so the list no longer runs past the edge of the dialog on a laptop screen.

  • Person page fits a phone screen

    On a phone, the sections of a person page no longer run past the right edge. The tabs scroll inside their own row and the page stays still.

  • Privacy help lists every tab

    The Privacy page help and the user manual now describe all seven tabs of the Privacy desk, including Documents. The quick reference points to where it is.

  • Locked buttons now look locked

    On an empty Playback, Search, Visits, Reports or Rules page, a next step your role cannot use used to look clickable though it did nothing. It is now greyed out, with the reason written beside it.

  • Consent dates and enrol words read right

    A person's consent now shows the day it was given, such as 30 Oct 2026, without a made-up time. The enrol dialog now says a person is recognised at face-point cameras when the privacy profile reads faces only there. The watchlist switch no longer says a person is recognised on any camera.

Look and settings

  • Changing who gets an email keeps its wait

    Changing only who gets a system email, such as Camera offline, no longer resets its wait to zero and turns its back-to-normal email off. The email keeps the wait and settings it had. In Email preferences, the reason line under each email now reads as proper sentences.

  • Restore test failure reads naturally

    The failed restore test line on the System page now says failed yesterday or failed today instead of failed on yesterday.

  • Save keeps the number you see

    Typing a number that is just over the limit, then pressing Save, could store a shorter half-typed number instead of the limit the field showed. Save now always stores what the field shows.

  • Notification choices only mention what exists

    On a site whose server has no Do not disturb, the notification choices no longer say that Do not disturb follows you on every device.

  • Back up and restore the whole set-up

    Settings now has a Setup backup section. Download one password-protected file with your cameras, zones, rules, maps, users, people, models and settings, and restore it here or on a new server; a copy of the current set-up is saved first so you can undo a restore.

  • Desktop notices explain a plain http address

    On a site opened through a plain http:// address, the Desktop notices switch said the browser had blocked notices, and allowing them changed nothing. It now says browsers only allow desktop notices on an https:// address, or on the server itself, and the switch stays off. Sounds and pop-ups still work.

  • Setup backup shows progress while it is made

    Downloading a setup backup now shows a bar with how much of the file is ready and about how long is left, instead of only "Preparing…" until the file appears.

  • No code name when no brand is set

    Until a site sets its own product name, report PDFs no longer carry the built-in code name in their file details, and the What's New panel no longer names it. A site with its own name sees that name as before.

Install and updates

  • Vision keeps running on Windows

    On Windows the vision service stopped about 15 seconds after it started, so cameras showed Offline and nothing was detected. It now starts its nightly job the Windows way, one failing background task no longer stops detection, and both Run Me.bat and the installed Windows program start a stopped vision service again. A source install also stops warning about CUDA files it never needed.

  • Upgrades get past the database backup

    Upgrading a Linux or Mac server to 1.1.422 stopped at the backup before the upgrade, because the package lacked a file the backup needs, so the old version kept running. The package now carries it, along with the updater trigger that was also missing, and every build checks that the files its scripts need are inside.

  • Package installs fetch the fallback person detector

    Installing or updating from the downloaded package never fetched the fallback person detector, and running the installer again did not help. It now downloads, so a server with no person model chosen on the Models page still finds people. The package's read-me also now says the version before an update is kept so you can go back to it.

Privacy

  • Data request exports can be downloaded

    After you build a person's data export on a request, the Download button now shows. Before, it never appeared, so the export could not be fetched from the page.

  • Breach and request pages read cleanly

    On a phone the top bar of a breach page was pushed wide by a long code, which hid the notifications bell. It now says Breach or Request instead.

  • Breach report names the data plainly

    The breach report PDF now lists the data involved with the same words as the form, such as Face data, not the stored name.

  • Breach deadline turns red inside 2 hours

    On the Breaches tab the time left to notify now shows red once under 2 hours, not only after it has passed. The bell alert says the deadline is within 6 hours.

Sound

  • Hear alarms and calls for help

    A new Sound & Voice app listens in zones with a microphone for alarms, breaking glass, bangs and calls for help, and keeps only a score and a short clip with speech muted. It stays off until audio is cleared for your country and an administrator ticks three checks for each zone.

Visitors

  • Visitors page says when your role cannot see it

    A role that may not see people, such as Viewer, now gets one plain line on Expected visitors saying so, in place of an Export button and two error boxes.

  • Kiosk shows the arrival as a clock time

    On the visitor kiosk, the Your visit card now reads the arrival as a time such as 08:52 in the site's time zone, where it used to print a long date-and-time code.

  • Kiosk camera follows the PPE check

    Choosing a camera for a visitor kiosk now depends on that camera having its PPE check on, as the camera chips show, and the message says so: "turn on its PPE check first". The old mention of a PPE mode, which no page offers, is gone.

Version 1.1.385Accuracy checks for counting lines and people, one count for overlapping cameras, and more57 changes

Accuracy checks for counting lines and people, one count for overlapping cameras, picture health for every camera, and distances on forklift alerts, Test bench videos, one violation per joined person, and one install file for each computer

Overview

  • See every site on one page

    A head-office server can now show each site's compliance, open alarms and cameras online side by side, worst first, judged by one written rule. Only totals leave each site, never video, faces or names.

  • Unreadable passwords show their count

    The Saved passwords cannot be read alert now says how many saved passwords are affected, on the System page and in the bell, so you know how many to type again.

  • All sites shows pairing codes once

    A site waiting for its first report no longer shows its pairing code on its card. Make a new code opens the pairing dialog with the server's address, and says the code works once, for 24 hours, and is not shown again. A site whose last report is over 3 minutes old now reads Late, and the limits are changed only under Settings, Headquarters.

Monitor

  • No one is in two far places at once

    A person can no longer get the same id on a camera they could not have walked to in the time. Walking times come from the floor map, or from the camera links you set.

  • Overlapping cameras count each person once

    Where two cameras see the same floor and both are placed on the floor map, the Monitor now joins their views, so a person seen by both counts once. Cameras that cannot be joined still show a range.

Floor map

  • Joined cameras keep people apart

    Two people standing close together are now told apart by how they look as well as where they stand, and a person seen on a far camera while still in view on another is no longer given the same id. When joined cameras stop being joined, the floor map clears the people it was still showing.

Events

  • Choose playback speed when covering

    When you review a clip before sharing it, you can now play it at 0.25× up to 8×. Watching faster than 2× does not count as reviewed, so the clip still has to be seen at a speed where covers can be checked.

  • One violation per person across joined cameras

    When two joined cameras see the same person without the same safety item, the second camera's alert now joins the first instead of opening a new violation.

  • Event detail shows the rule

    An event now shows the rule that raised it: the check and its settings, such as confidence or how long it must be seen. It reads the zone's current settings, so you can see why it fired without opening the zone.

  • Face alerts show more evidence

    A face alert now shows the enrolled photo beside the face that was seen, how wide the face was against the smallest face the rule judges, and the reason a person is on the watchlist. A strip lists where else the same person was seen earlier today. Alerts raised before this update show no width.

  • Download is focused when an export is ready

    On Playback, when an export finishes, the keyboard focus now lands on the Download button. Before, it fell back to the top of the page and a keyboard user had to tab through the whole page to find it.

Reports

  • Future queue hours say no data yet

    On the Area analytics queue chart, an hour that has not happened yet, or has no watched time, now reads No data yet instead of 0 waiting with n 0.

  • Camera health shows the live grade

    The Camera health report now shows each camera's grade as it stands now, the same as the Cameras page. Before, it could be up to an hour behind after a new accuracy check.

  • Area figures count a shared view once

    In the Compliance report, a person seen by two joined cameras now counts once in their area's time in compliance, and the area says so. The camera rows are unchanged.

Video search

  • Ask the site in plain words

    Ask about events and visits in plain words, such as who was in the paint shop without a mask yesterday. The answer says what was counted and which cameras it covers, and shows the filters it used.

Cameras

  • Thresholds for one hard camera

    A camera with glare or distant people can have its own minimum confidence for people and for PPE, while every other camera keeps the site's values.

  • Picture health shows its limits again

    The camera health and tamper checks once more say where they can be wrong, such as false alarms at dusk, in rain and in glare, so a warning is read with that in mind.

  • Click to outline a zone

    Click once on a floor, walkway or door, or move a cross with the arrow keys and press Enter, and a suggested outline appears. Nothing is saved until you accept it, and you can adjust its corners first. The same tool outlines a private area when you share safely.

  • Choose which camera stays active

    When a site has more cameras than its licence allows, an administrator can now switch on Keep active for a paused camera so it runs and the newest of the others gives up its place. Switch it off again to return to the usual order, oldest first.

  • Keep active says what it does

    Each Keep active switch now carries its camera's name and a line that explains it over the licence limit. Turning it off lets that camera be paused again.

  • Private areas are always covered

    In the camera form you can now draw private areas on a camera's picture, name them and remove them. A private area is filled in solid in the checked picture, in snapshots, in new recordings and in shared exports, so nothing behind it is shown or kept there. Live video played straight from the camera is not covered yet.

  • Picture health for every camera

    Cameras has a Picture health view: each camera says whether its picture is good, blurred, blocked, moved, dark or frozen, and for how long, beside the reference picture a person saved. A problem raises an alert, with its own threshold by day and by night, and Overview, the Monitor's Auto layout and the bell show it too.

  • Choose the view Cameras opens on

    Customize on Cameras has a View setting: pick whether the page opens on the list or on Picture health. A link that names a view still wins, so shared links keep working.

  • Picture health explained in the guides

    The user manual now describes each picture state, how to save a reference a person approves, and the day and night thresholds. A replaced reference is kept for 90 days so it can be restored.

  • Camera accuracy card shows the grade

    On a camera's Settings tab, the accuracy card now shows the camera's real grade and its size suggestions instead of always reading not yet checked. On a phone, the tables on the Accuracy report can also be scrolled with the keyboard.

  • Checking budget fits a phone

    On a phone, the Checking budget card at the top of the Cameras page no longer runs past the right edge of the screen. It now takes the width of the page and keeps its full size only on a wider screen.

Training and models

  • Try the Test bench with sample runs

    An empty Test bench now offers Load the sample runs. It runs three sample photos and one short video through your own models, so you can see a result before you add any files of your own.

  • Test bench videos: third model and live count

    A video run can now use the second opinion as a third PPE model, and the finished run says how many people it found extra items on. The people count follows the playhead, and each run says how long processing took, in GPU seconds on a GPU or CPU seconds otherwise.

Detection and counting

  • Inside now is one number where cameras are joined

    An area seen by overlapping cameras now shows one number for the people inside when its cameras are joined on the floor map, and says why when they are not.

  • Sound preview reads in plain numbers

    The Sound preview now shows each microphone level from 0 to 100 with its alert line, instead of decibels. A machine still learning reads, for example, Learning: 5 of 14 days heard, with its helper line under the learn button.

  • Drawn: accuracy checks for counting

    The design for checking each counting line is on show: collect a crossing log, mark every crossing without seeing the system's count, and see how close each line reads. It also shows the check on whether cameras can tell people apart, and the counting page with a measured accuracy beside every line.

  • Forklift alerts say how near

    A person near a forklift now reads as about 2 m, Near, on calibrated cameras. Cameras without a floor calibration say Near only, never metres. The forklift check also has the Distance hint switch and shows how many warnings it kept quiet.

  • A person lost at the line still counts once

    When a camera briefly loses someone right on a counting line and finds them again, the crossing now counts once. Where it is not sure it is the same person, the crossing is counted as unsure and shown in the range.

  • Crossing logs for counting lines

    A counting line can now collect a crossing log: about 80 minutes of the busiest hours on each of 3 working days, one day for tuning and two kept back for grading. A reviewer marks each crossing in or out without seeing the system's count, and a day is added when too few crossings were marked.

Storage

  • Choose how long recordings are kept

    Under Recordings by camera, a Keep recordings for slider sets the days for cameras without their own setting, and shows how much disk that needs and what a clean-up would remove. Cameras with a different value change only when you tick Apply to all cameras, and Undo puts everything back.

Users and access

  • Your own roles work in email groups

    An email group can now include a role you made, and Do not disturb for supervisors is open to any role that can do at least as much as a supervisor. Deleting a role takes it off its email groups and tells you how many.

  • Only roles you can give are offered

    Choosing a role for a person now lists your site's own roles too. A role or an account that can do more than you is shown locked, with the reason.

  • Reset requests wait until you copy

    A password reset request now leaves the queue only once you have copied the link or temporary password. If you close the dialog first it says Link created, not copied, and you choose Keep open or Close anyway, or Create a new link.

  • See and manage pending invitations

    The Users list now says Pending approval for people waiting on you, and Invited, expires and a date for people who have not yet chosen a password. Resend link makes a new invitation link, and Revoke link ends one without deleting the account.

  • Flag access requests from outside

    Settings now has a Site network list of address ranges, with this server's own network offered as a start. A request for access from an address outside them shows a warning on the Users page, so you can check who it is before approving. Left empty, nothing is flagged.

  • Make your own roles

    Administrators can copy a built-in role and choose exactly what it may do, with every permission explained in plain words. A role can never give more than the person making it can do.

Look and settings

  • New System and load settings

    Choose how long a camera may go quiet before it counts as offline, when less urgent checks slow down on a busy server, and how often Video search keeps pictures. Fire, smoke and person down never slow.

  • Send this site's totals to head office

    Under Settings, Headquarters an administrator enters the head office's address and pairing code, and this site then sends its compliance, open alarm and camera counts every minute. It sends no video, faces or names, and Stop reporting ends it.

  • Dates, times and distances your way

    Choose how dates are written, a 12 or 24 hour clock, and metres or feet in Your preferences. Distances, floor sizes and the floor map can show feet instead of metres. An administrator sets the site's default, which report PDFs use too; your own choice follows you to any computer.

  • Choose your alarm and notice sounds

    Pick the siren and notice sound and how loud each plays, and test them in Your preferences or Notification settings. The alarm can be turned down but never below 20 %, so it is never silent.

  • Copy buttons work on every address

    Copy ID on the Licence page, and the other copy buttons, now work when the app is opened at a plain network address. If your browser still refuses, you are told to select the text and press Ctrl+C.

  • Licences can unlock your own branding

    A licence that includes Own branding lets an administrator set the product name, logo and accent colour in Settings, under General and branding. Without it nothing changes, and Reset branding goes back to the licence's own.

  • Every trial can set its own branding

    A trial licence can now change the product name, logo and accent colour in Settings, General, whenever it was issued. Before, older trials showed these as locked.

  • Move settings to another server

    Export this site's settings to a file and import it on another server, seeing every change before it applies. Each Settings tab can be put back to its defaults, and the last import or reset can be undone.

  • Hide System page cards you do not use

    In Customize on the System page you can now hide the Acceptance card, the Capacity plan sliders and the Cost of each check list. System alerts stays, because it tells you what needs attention.

Install and updates

  • Licence requests fill themselves in

    On the Licence page, an administrator can now write a renewal or change request for the system provider. It fills in the site, installation ID, licence ID, expiry and software version, so the right licence comes back first time.

  • Acceptance card on the System page

    The System page now lists the nine contract items with the date of each last run, a bar showing how many have passed, and the passed items folded away. An administrator can sign an item off after checking it by hand, and withdraw that sign-off if it was a mistake.

  • Renewal request written from the Licence screen

    Under the Installation ID, Write a request opens Ask for a renewal, with the licence's customer, site, cameras, expiry and version already in the text. Edit it if needed, then Copy request and send it to your system provider.

  • Windows install works from any folder

    Run Me.bat now installs with shorter file paths and without developer-only lint tools, so a deep Downloads folder no longer breaks it, and it installs Node.js and retries a failed download by itself. A folder inside OneDrive or with an extremely long path is caught in the first minutes, with the exact move to make.

  • One install file for each computer

    Windows, Mac and Ubuntu each get a single file to open instead of a zip to unpack. It checks the download and then runs the same install as before, so updates and rollback work as they always have.

  • Security check on the System page

    Administrators now see five go-live checks on the System page, such as developer tools being off and sign-in cookies needing HTTPS. Each one says what to change, and no password or key is ever shown.

Privacy

  • Group field fits in the enrol dialog

    In the Enrol a person and person details dialogs the Group label and its help text now sit above the dropdown, so the text is no longer squeezed into a narrow column and the No group choice is no longer cut off at a 1280 pixel window.

Version 1.1.281A plainer Overview, security check chips, fixed camera pads, and more109 changes

A plainer Overview, security check chips, fixed camera pads, open alarms on the Cameras list, and a clearer Model library, attendance in data requests, and clearer Accuracy, Training, Models, System and Licence pages, a one-time welcome for a new site, visitor kiosk settings, and expected visitors

Overview

  • The set-up list checks the nightly backup

    On a server with its own database, the set-up list asks for the nightly backup and ticks the step after the first good one, so a new site does not run for weeks without a backup.

  • Overview says when nothing is being checked

    The line under the Overview title now reads "All clear" when nothing is open and every camera is online. When the detection service is silent it says so, so a quiet page is not mistaken for a safe one.

  • Model tile says a newer model waits

    When a newer model is ready, the Active model tile on Overview now says which version waits for a person to activate it.

  • Act on Needs attention rows in place

    A violation on Overview now has Acknowledge and Watch live buttons, and an offline camera has Check camera. Review, sample and new-model rows sit in a folded Later group, with Show all to open it.

  • See the picked camera on Overview

    The Cameras panel on Overview now shows a recent picture of the camera you pick, refreshed every 10 seconds, with a line saying how long ago it was updated.

  • See first-run set-up in the demo

    The online demo now draws what a new site's first administrator meets: a short welcome that asks where the site is, the longer set-up list, and a Monitor that says why Add camera is locked for a Viewer.

  • Security figures on the Overview

    With the Security app on, the Overview shows who is on site now, today's unknown faces and possible watchlist matches, and any camera that is covered or moved. Each figure opens the events behind it.

  • A welcome for a new site

    The first time an administrator opens Overview on a new site, a short welcome asks where the site is, so reports and shifts use the right clock, and says which privacy rules apply. It shows once for each administrator.

  • The set-up list asks for the site's country

    A new site's set-up list now asks for its country for privacy. Until one is picked, the strictest privacy rules apply.

  • The set-up list suggests two-step sign-in

    A new site is asked whether administrators must also type a code from a phone app when they sign in. A site that does not want it skips the step with a reason, so the choice is on record.

Monitor

  • Camera offline buttons are easier to tap

    On a phone, Retry now, Watch earlier footage and Camera settings on a tile with no picture are now full-size touch targets, so they are easy to hit with a thumb. Desktop buttons look the same as before.

  • Nearby cameras no longer cover the picture badge

    In the Focus layout the strip of nearby cameras and Follow this person now sit above the small status badge on the picture, so the words "No picture" or "Live video" can be read again. On a phone the strip gives way to the arrows, and Follow this person moves into the bar under the picture.

  • Follow this person shows as locked

    For a role that may not see people, Follow this person is now dimmed on the Monitor and in playback, with the reason beside it, instead of looking ready and doing nothing.

  • The Monitor raises a waiting gate

    When a plate waits for a guard, the Monitor's automatic layout brings that gate camera forward until someone decides.

  • Fixed cameras fold their camera pad

    When you focus a camera that cannot turn or zoom, Monitor shows one small icon in the corner instead of covering the picture. It opens the greyed-out pad with the reason, and a close button folds it away again.

Floor map

  • Muster roll-call prints without the licence banner

    A trial or expiry notice no longer prints across the top of the muster roll-call page, so the paper copy shows only the roll-call.

  • A no-go zone entry reaches the live map

    When someone walks into a no-go zone, the zone now pulses twice on the 3D, 2D and flat map, the alert list selects it, and the view flies there with an Open button named after the zone. Before, the map showed nothing until you opened Events.

  • Old positions fade on the live map

    When the positions stop arriving, the dots now fade to a faint copy of themselves at the moment the map says "Showing positions from ...", so nothing on the floor pretends to be live.

  • Bigger floor map buttons on a phone

    The layer switches, the 3D, 2D and flat plan choice, the zoom and turn buttons, Muster and Edit in the studio, the arrows to nearby cameras, Follow this person and the close button on the camera card are now thumb-sized on a phone.

  • The 3D floor map stays in 3D

    On the live floor map the 3D view could drop to the flat plan by itself, saying 3D was not available, while people moved on the floor. It now stays in 3D for as long as the browser can draw it.

  • Floor map coverage works when installed

    In an installed copy the map studio's coverage shading and blind spots could not be worked out, because the helper that grades them was shipped unbuilt. It now ships ready to run.

  • Muster roll-call prints on its own

    Printing a finished muster now gives the roll-call alone, all of it, without the menu, header or buttons. While a muster runs, its bar no longer covers the top of the menu.

Events

  • Phone buttons on incidents are easier to tap

    On a phone, the incident status tabs, Take it, the status menu, Open in Playback, the notification filters and settings, and the Licence link in the top banner are now full-size touch targets. Desktop sizes are unchanged.

  • Pick which security checks to show

    Under the Security category on Events, chips now let you show only the checks you care about, such as Watchlist match or Camera tamper, or several at once. All security shows them all again.

  • A PPE line and a Safety note on Events

    On All, Events now says in one line how many PPE events wait for a review and how many are open, with a button to show them. On Safety, a note points to Safety checks, where those alarms are tested and set up.

  • Show an event on the floor map

    An event now has a Show on the map button, in the side panel and on the event page. It opens the floor map on the camera that saw it, so you can see where it happened.

  • Previous and Next camera on a phone

    On a phone, Playback now has Previous camera and Next camera buttons under the picture, so you can change camera without swiping.

  • Face evidence on security events

    Security events show the face picture and what was matched: a possible watchlist match with its similarity, an unknown face, or who was not allowed in the zone. A person recognised later is named on the event. Face pictures are shown only to roles that may see people.

  • Events, Incidents and cameras read better with assistive tools

    The selected row on Events keeps its small grey text readable, links on an event page can be read on a light theme, the Incidents list and the phone-sized cards are announced correctly by screen readers, and the legal-hold note box on an event page now has a name a screen reader reads out.

Reports

  • Vehicles report is now a gate log

    The Vehicles report lists every gate pass with its list, match, decision and who decided, in the PDF and the spreadsheet. Plates show as Hidden unless your role may see number plates.

Attendance

  • Attendance in people's data requests

    A person's data export now includes their attendance list rows, clock-ins and corrections. Erasing a person keeps their attendance unless you tick it, because it is a working-time record for pay.

  • Time and attendance shown as available

    The demo and the roadmap now list Time & Attendance as available rather than later. It still stays off until the site picks a privacy profile and confirms it.

Rules

  • Optional distance hint for forklift warnings

    On a camera without a floor calibration, Settings can now let a depth reading keep a forklift warning quiet when the person is clearly far behind or in front of it. It is off by default, never shows metres, and counts every warning it keeps quiet.

Cameras

  • Cameras on a helper no longer show offline

    A camera that runs on a helper server was raised as offline after a minute, though its helper was sending pictures. The offline alert now follows the server that runs the camera, so it only appears when that camera really stops.

  • Camera list shows open alarms

    A camera with an alarm still open now says so in red under its status on the Cameras list, so you can see which cameras need someone without opening the Events page.

  • Camera clocks follow the site time zone

    The time a camera prints inside its own picture is now set from the site time zone. Use Set camera clocks in the Cameras menu to set them all at once; it also happens when you add a camera's ONVIF login or change the site time zone.

  • The Cameras page opens again

    A faulty update made the Cameras page stop with "Something went wrong" every time it was opened. The list, its filters and the offline and alarm lines show again.

  • A bad camera picture raises an alert

    When a camera's picture is blurred, blocked, moved, dark or frozen against its saved reference, one alert opens for that camera and the camera joins the needs-attention list. It closes by itself once the picture is good again, the checks are turned off, or the camera goes offline.

Training and models

  • A plate reader on the Models page

    The Models page offers a plate reader for the Vehicles app. Installing it reads nothing by itself: plates are read only on the gate lines where an administrator turns reading on.

  • Model misses start with a short list

    On Compare models, each model shows its first five missed pictures, and View all opens the rest, so the page stays short until you want every miss.

  • Filter the Model library by licence

    Choose Any licence, Commercial use allowed or With conditions, and press Reset filters to clear the job, PPE and licence choices at once.

  • See when the catalogue was checked

    The Model library shows when the model catalogue was last checked for updates, to every role, not only to people who can press Check for updates.

  • Model cards show the licence tier

    Each card shows its licence tier, and a legend under the cards explains Tier A, Tier B and no tier. A speed measured on another machine is tagged as an estimate.

  • Model cards name the data licence

    Each card now states the licence of the training data and what the model runs on, so a permissive badge no longer hides research-only data. A new link opens the Test bench to try the model.

  • Default stack line under the library

    A line under the Model library says how many of the running models have a licence that is not AGPL, and names any AGPL model that is loaded. It can be hidden in Customize.

  • Choose the Model library's first job

    Customize on the Models page has a Job start, so the library opens on PPE, Person or a safety job. A new switch also hides the Running now strip.

  • Easier Accuracy page, on phones too

    Answer buttons are larger and fill in when picked, and staged walks read Start this pass and End this pass, with a confirmation before you finish. Failed answers show an error and stay open for a retry, saving a camera set, clip or weekly check shows a message, and empty states say what to do next.

  • Clearer Training page and job lists

    Stopping or removing a job from All jobs now asks first, and on phones each job is a card with Pause, Resume and Stop in reach. Lists use plain words such as Done, Stopped and Passed checks, the New training job dialog keeps its buttons in view, and a first visit shows one card with a New training job button.

  • Models and Compare models made plainer

    Models shows one Active models panel with plain names, asks before deactivating a live model, and says deleting cannot be undone. Compare models shows an error with Retry when a load fails, explains each confusion matrix, and names the model on its activate button. All models explains why a model cannot be shortlisted, offers Undo when you clear the shortlist, and downloads a CSV that is safe to open in a spreadsheet.

  • Model notes drop outside-advice wording

    The All models list no longer sends you to outside advice. Notes now say to read the licence text or check local rules before a model ships.

  • Look-alike frames are skipped

    A frame that looks like one of the last 20 saved from the same camera is no longer saved for review again, and similar frames are grouped so they can be reviewed together. Two settings under collecting frames turn skipping off or change how alike counts.

  • Speed tests on every server

    A new helper server now measures how fast it runs the AI models as soon as it joins, and shows Measuring speed until it is done. Installing a model or pressing Run again tests it on the main server and on every helper that runs cameras.

  • Training curves and the rule hour marker read on white

    The main line of a training curve and the outlined "now" square on a rule's week grid used the bright brand colour, which was too pale on a white page. In the light theme they now use a darker shade, so they can be seen.

Detection and counting

  • Test bench setup stays on one line

    Each run's two models and its mode now sit on one line instead of wrapping under each other. On a phone the setup says plainly that it is read-only, and points to Run options beside the files for the video checks.

  • Detection menu explains CPU limits

    On a machine with no graphics card, the GPU choice is greyed out with the reason, and Auto says it will use the CPU. The menu also says CPU detection is limited, and that accuracy improves as automatic training learns from this site's approved pictures.

  • Where someone was, camera by camera

    A person's page shows, for any day, when each camera saw them, and lists the face samples used to recognise them. A wrong sample can be removed, so it stops causing wrong matches.

Storage

  • Backups panel shows restore tests

    A new setting sets how many days may pass before a backup should be test-restored, and the Backups panel now shows a restore-test line next to the last backup. It tells you when a backup has gone too long without a proof that it can be restored.

  • Storage and System read cleanly

    On a phone, card titles such as Categories keep their full name and the buttons beside them move to a second line. Equal clean-up ages on Storage read as one line, and the folded parts of the System capacity card show an arrow so they look like what they are.

  • Storage chart stays in its box

    On a disk smaller than the clean-up line, the Usage chart's coloured zones and lines reached past the chart and over the rest of the Storage page. They now stop at the chart's edge.

  • Backups and support preview

    A new look-ahead screen shows how the System page will report a restore test next to the last backup, the support file you can send without passwords or pictures, and what to do about each system alert.

  • Visitor records clean themselves up

    Expected visits and their check-ins are deleted 90 days after the visit, or after the time set in Settings, Visitor kiosk.

Users and access

  • Reviewers can see number plates

    A new permission, See number plates, lets reviewers check plates on deny events. Viewers see counts and bays with plates hidden; editing plate lists needs Edit plate lists.

  • Erasing asks for your password

    Erasing a person's data cannot be undone, so the Privacy desk asks for your password again before it runs.

  • Empty pages say who can fill them

    An empty page says what will appear there and the next step. When that step needs a role you do not have, its button is greyed out with the reason beside it, instead of opening a page that refuses you.

  • Playback, Search and Rules explain locked steps

    When there are no recordings, no footage, no zones or no PPE types yet, the next step is greyed out with the reason beside it if your role cannot take it. Before, the button opened a page that refused you.

  • Reports, Visits and Training explain locked steps

    When Reports, Visits or Training has nothing yet, its next step is greyed out with the reason beside it if your role cannot take it. The dataset versions list also says what a version is and what to do before the first one is made.

Look and settings

  • Visitor kiosk clock follows the site

    The visitor kiosk now shows the time in the site's time zone, and the badge names the visitor type in plain sentence case instead of capitals.

  • Helper server settings stay readable

    Before any helper server is added, the helper settings were faded and hard to read on a phone. They now show at full strength, still locked, with the line that says to add a helper first.

  • Dates and clocks follow the site time zone

    Licence expiry dates, load test times, camera offline times, the rule hours strip, consent dates, the camera list file name and model training dates now use the time zone set for the site, not the one of the device you are using. Everyone sees the same day as the people on the floor.

  • Popups open tidy, menus say why

    The camera choice in Customize no longer cuts off a long camera name, and a page's help picture keeps its edges and labels inside the frame and opens at the top. When every detection device choice is greyed, the menu now says why: only an administrator can change it, or vision is offline.

  • Side panels open as popups

    Customize, Filters, Export, Summary, Running now and the page help now open as a popup in the middle of the screen, the way Customize view does. On a phone the popup is nearly full width, and Escape or the Close button shuts it. The page behind is covered while a popup is open. Visit details open the same way. The phone menu still slides in from the side.

  • Timings for parking bays in Vehicles settings

    The Vehicles tab now sets how long a vehicle must stand in a bay before it shows as taken, and how long a bay must stay empty before it shows as free. A new Stayed too long in a bay check, quiet by default, is ready for the bay panel to come.

  • Record why footage may go abroad

    A helper server in another country gets footage work only after someone who manages privacy records the legal reason for it. Withdrawing the reason moves its cameras off at once.

  • Reload offered when a page part fails

    If part of a page could not be downloaded, often right after an update, the message now says so and gives a Reload page button. Retry could never fix this case.

  • Emails, exports and alerts use site time

    Times and dates in alert messages, licence emails, data-request files, the camera-health export and the daily summaries now follow the time zone chosen for the site, not the time zone of the computer running the server. Days roll over at the site's midnight everywhere.

  • Every time follows the site time zone

    Times, dates and days across all pages now use the time zone chosen in Settings, not the zone of the browser or computer you are using. A manager abroad sees the same hour and the same "today" as the people on the floor.

  • Set up visitor kiosks

    Settings, Visitor kiosk now lets you add a kiosk for the gate and pick the camera it uses, and set how long visitor records are kept.

  • The app opens on your last page

    Opening the app, or signing in without a page in mind, now takes you to the page you last had open, or to Overview the first time. A home page you choose in Your preferences still comes first.

  • Locked and Off menu entries stay readable

    A menu entry tagged Locked or Off was faded so much that its name and tag were hard to read, most of all on a light page. The name now uses a quieter grey instead of fading, so it is still clear and still reads as unavailable.

  • Servers settings text is easier to read

    When no helper server is added yet, the explanatory words under each setting are no longer faded, so they stay readable in light and dark.

  • Brand-colour text is readable in light theme

    Info icons and notices, accent badges, selected filter chips, the day buttons on a rule and the pinned-model star used the bright brand colour, which was too pale on white. In the light theme they now use a darker shade of it, so they can be read.

  • Your preferences fits its window

    The Theme, Row spacing and Home page controls no longer poke out past the right edge of the Your preferences window on a wide screen. The window is a little wider, so each setting and its control sit inside it.

Install and updates

  • System alerts say what to do

    Each open system alert on the System page now says in one line what to do about it.

  • Restore tests on the System page

    The Backups panel shows when a backup was last restored as a test and whether it passed, and you are warned when no test has passed for 90 days. The number of days is set in Settings, under Backups.

  • Packages carry the full licence text

    Every download now includes the full end-user licence, the third-party notices and the written offer of source, and a package missing one of them is refused instead of shipped.

  • Warning when no restore test passed

    The System page now warns when no backup has been restored as a test for 90 days, or when the last restore test failed, and clears the warning after the next passed test. A server that never ran a test gets the full 90 days before it is warned.

  • System page uses plain words

    Models, cameras and services show their names, such as Live video relay and Same-person tracking, instead of ids and tool names, and backups sit below the live health panels. Cameras appear as cards on phones, resolved alerts fold behind Show all, and starting a load test or downloading the support file confirms with a message.

  • What's New versions run in order

    The newest release now always carries the highest version number. Before, today's entry could show a lower number than yesterday's.

  • Licence page easier to read

    Dates show the day only, the status panel lines up its labels and values, and the move-server dialog is titled Move this server's licence with a Release and move button. History shows as cards on phones, people who cannot manage the licence see the explanation first, and an unreadable licence file or failed renewal now says what went wrong.

  • New installs start on a trial

    A fresh install unlocks every module until the trial's end date, about 90 days after the release, with no licence file to apply. A server that already has a licence, even an expired one, keeps it and is not touched.

  • Warning when saved passwords cannot be read

    If the server's secret key changes, for example after a restore, an alert says how many saved camera and channel passwords cannot be read and how to fix it.

  • Secret key warning uses plain words

    The warning for saved passwords that cannot be read now asks for the old secret key back in the server settings file, in plain words. The advice itself has not changed.

  • Backup problems now show in the health check

    The server health answer and the setup check now include backups. A failed or stopped backup, or a failed restore test, shows as a warning that points to System, Backups, and never marks the whole system as down.

  • Monitoring endpoint for your own tools

    IT teams can point their monitoring at the server to watch health, cameras, disk and backups. It stays off until a monitoring token is set on the server.

Privacy

  • Data requests about a number plate

    The Privacy desk can take a request about a number plate: it shows, exports or erases every pass, list entry and event picture of that plate, and keeps plates on legal hold.

Vehicles and plates

  • Allow and deny lists for plates

    Keep allow and deny lists of number plates with groups, end dates and reasons, and import or export them as a spreadsheet. Every search, opened picture, export and change is logged.

  • Local plate formats in Settings

    Add the plate layouts used at your site, such as AA AAA-9999, as chips in the Vehicles settings. Each layout is checked as you add it; with none listed, any plate text is accepted.

  • Number plates at the gate

    Gate lines can read number plates. A plate on the deny list alerts the guard, and an unknown, unclear or near-match plate waits at the top of the Vehicles page until someone lets it in or turns it away. Plate reads are kept 30 days by default.

  • Plates are kept briefly and can be erased

    Plate reads and their pictures are deleted after the days set for plate reads, and a waiting pass that nobody decides in time shows as Not decided. An administrator can erase one plate from every pass, list and event picture at once, except events on legal hold, and the deny email now names the plate and list only in its body.

  • Parking bays show taken or free

    Draw a row of bays on a car park camera. Each bay shows taken, free or reserved, with how long vehicles stay, and a person can set a bay by hand until the camera sees a change.

  • Parking bays follow hand edits live

    Setting a bay to taken or free by hand now updates the Parking bays taken count at once. Before, the count stayed one step behind, and other open browsers kept the old state until the camera next reported.

  • Plate settings and two plate roles

    The Vehicles tab now has the plate settings: local plate formats, how long reads are kept (at most 30 days) and how many pictures must agree. Roles can be allowed to see number plates or to edit plate lists; reviewers can see them, viewers cannot. Plate reading itself comes with the plate reader.

  • Plate formats for Sri Lanka and Kenya

    The plate formats setting can add the usual Sri Lankan or Kenyan plate layouts in one pick. Check them against the plates at your gate, then remove or add any before you save.

Visitors

  • Register visitors before they arrive

    The Expected visitors page lists today's and upcoming visits. Add a visit with its host, area and time, then copy or print the invitation with its code, which works once at a time and only around the visit.

  • A kiosk screen for visitors at the gate

    A paired kiosk now shows Touch to start, then finds a visitor's expected visit from the QR code on their invitation or the code they type. It returns to Touch to start after 15 seconds without a touch, and Need help? calls the gate desk.

  • Self check-in with a PPE check

    At the kiosk, visitors show their invitation's QR code or type its code, put on what their area asks for while the camera checks each item, and take their printed badge. Need help? and Call my host reach the gate desk at any step.

  • The gate desk sees every kiosk

    Expected visitors shows who is at each kiosk, which items are still missing and when a visitor asks for help. The desk can let a visitor in, check someone in by hand and mark them as left, each with its reason logged.

  • Visitor log as CSV

    Export every check-in of up to 31 days, with how each visitor was found, whether the desk let them in and when they left.

  • Visitor kiosk shown as in progress

    The visitor kiosk is marked in progress: a pass code has 8 characters, Read aloud is ready, and matching faces to a visit is still to come.

Version 1.1.182Tidier Monitor, map studio and Rules pages, Incidents on a phone, clearer Licence, Models, and more108 changes

Tidier Monitor, map studio and Rules pages, Incidents on a phone, clearer Licence, Models, Users, Apps and Storage pages, and a dated support file name, a tidier System page, a smoother urgent tone, repeating High violation alerts, Do not disturb and the attendance sheet

Overview

  • Overview tiles open their lists

    The line under the Overview title now says how many violations are open and how many cameras are offline, and the Open violations, Awaiting review, Pending samples and Active model tiles open the page where you deal with them.

  • Overview panels fit their content

    Needs attention is only as tall as its rows, the camera detail sits right under the camera cards with no blank gap, and on a phone Latest violations shows one card per row so camera names are no longer cut and chips no longer cover the picture message.

  • Set-up checklist folds once a step is done

    On the Overview, the Set up this site list now shrinks to its progress line as soon as one step is done, with Show steps to open it again. On a phone the Area choice also takes the full width of the header.

  • Alert buttons stay inside the alert

    On the System page, Acknowledge and the view button now sit inside each alert's box instead of hanging below it, and the Backups card has clear space around it.

Monitor

  • One More menu on the Monitor on a phone

    On a phone the Monitor header now keeps Cameras and Kiosk and puts Summary, Customize, Wall screen and How this page works behind one More button, so the header no longer wraps onto several rows.

  • Wall screen status strip fits a phone

    On a phone the wall screen's top strip now fits the width: the connection shows as one word, the time zone is dropped, a long attention message shortens instead of being cut off, and Customize is easy to tap.

  • Shorter reason when coverage is low

    When too little camera time was observed for a figure, Compliance now gives the reason in a few words, and the Coverage chip still carries the full sentence. Recent events rows now wrap on a narrow panel instead of cutting the text off.

  • Nearest cameras on every screen

    The Monitor's Focus layout, playback and each incident now show the cameras next to the one you are watching, with the usual walk time. Follow this person hands the view along the route, marked as an estimate.

  • Cover faces before footage leaves

    Share safely covers every face, screen and bystander in a clip with a solid fill. You watch the whole clip, say why you are sharing it, and the export carries only the covered, silent copy, signed.

Floor map

  • Run a muster from the floor map

    Start a drill or a real muster, see how many people reached each muster point and how sure that count is, and mark people safe. Names come only from face recognition with consent, or from a warden.

  • Muster emails are on

    When a muster starts or ends, administrators and supervisors get an email, with drills marked as such. Each email has a link to stop them.

  • Start a map from a photo of a sketch

    Take a photo of a hand-drawn sketch or a printed plan and the server traces its walls and room names into a draft you can edit. Plan photos can also be cleaned of people. Everything runs on this site's own server.

  • See people live on the floor map

    The floor map now shows a dot for each person a calibrated camera sees, with a ring for how accurate the place is, alarms on their zones and room counts that say how they were counted.

  • Alerts and Last seen beside the map

    The floor map lists what needs you now: watchlist matches, people missing PPE, rooms over their limit and cameras that are offline. Pick one to fly to it, and see where each person was last seen if you may see people. On a phone the map comes first, with one alert at a time above it.

  • Draw a zone once on the map

    A zone drawn on the floor map now runs on every calibrated camera that sees it, with one alarm however many cameras see the person. Warning bands and no-go zones never switch PPE checks off.

  • Map studio actions in the header

    Undo, Redo, Preview live map, Save draft and Publish now sit together above the steps, and the floor name, building, north and delete options fold away until you open Floor settings. The canvas and the step panel come first.

  • Map studio steps beside the canvas

    The five numbered steps now stand in a column beside the canvas on a wide screen, and Floor settings is a button that opens a window, so the canvas starts higher on the page.

  • Camera health on the floor map

    The Floor map header now says how many placed cameras are online and names the ones that are not. Cameras that are offline or disabled are drawn grey on the map, and a legend underneath explains the colours.

  • Floor map fits a phone screen

    On a phone the Floor map now stops at a sensible height and shows the whole floor in view, so the page below it is no longer pushed far down the screen.

  • Zone suggestions from your own data

    Every night the map suggests zones from the site's own events, forklift routes and plan, each with its reason. Nothing is added until someone accepts it.

  • Camera card on the floor map

    Point at a camera on the floor map to see its latest picture, who it sees now, any open alert and its three nearest cameras. Open full size takes you to that camera on the Monitor.

Events

  • Events cards work with a keyboard on a phone

    On a phone-width Events list, the buttons inside each card now work on their own, and the dim time under a date is easier to read in the dark theme.

  • Visits says when a period is empty

    A short period with no visits now says "No visits in this period" and offers the last 30 days. "No visits yet" appears only when even 30 days are empty, with a button to open Cameras and draw a zone.

  • Events list stays beside the open event

    With an event open in the side panel, the Events table now narrows to fit instead of running under the panel. The Alarm column only appears while a listed event is an alarm, which gives the other columns room.

  • Incidents work properly on a phone

    On a phone the Incidents filters sit behind a Filters button, a tapped incident opens in a sheet from the bottom instead of under the whole list, and the bar for assigning or closing ticked incidents stays pinned to the bottom of the screen.

  • Choose the tab and period Incidents opens on

    Customize on the Incidents page now lets you pick which tab (All, New, Being handled or Closed) and which period the page opens with. Choosing a tab or period on the page still wins for that visit.

  • Events list keeps the person with the panel open

    With the selected-event panel open, the narrower Events table no longer drops the person. Their name now sits under the camera, next to the review status.

  • Events filters fit on a phone

    On a phone the Events filters, including the From and To dates, now sit behind one Filters button that opens a sheet, and the active ones still show as chips you can tap away. Event cards also leave out the empty Alarm line when an event has no alarm.

  • Incidents say what is missing and how long they have been open

    An opened incident is titled by the missing item, such as "Missing Helmet and Vest", instead of only its number. Each open row in the list now shows how long it has been open next to who has it.

  • Visits tells you why Export is off

    When Export is greyed out, hovering or focusing it now says why: no visits, still loading, an incomplete custom period, or an export already running. The period buttons also wrap on a phone and are easier to tap.

  • Events show what the zone requires

    Above the probability bars, an event now says which items its zone requires and how serious a miss is, with an Open rule link to the Rules page. It shows on the Events side panel and the event page.

  • Events panel shows who took it

    When somebody has acknowledged an event, the Events side panel now lists an Acknowledged fact with the time and the note they left, so you can see at a glance that it is being handled.

  • Keys for acknowledging and switching pictures

    On Events, J and K go to the next and previous event, A acknowledges the open alarm and B switches the picture between Annotated and Raw. The ? keys list shows them.

  • Incident evidence shows facts and keep date

    The Evidence part of an incident now lists what was missing and the review status, and says until when the pictures and clip are kept, with a link to change that in Storage.

  • Resolve, False alarm and Print on an incident

    An incident's panel now has Resolve and False alarm buttons beside Take it, plus Print report and Download. A long incident title wraps in full instead of being cut off.

  • Visits tells empty from filtered

    A Visits list with nothing recorded yet now says "No visits yet" and how a visit gets logged, instead of blaming filters you never set. The Clear filters button only shows when a filter is actually on.

Reports

  • Empty Compliance report explains itself

    When events exist in the period but none counts as a violation, the Compliance tab now says how many were recorded and offers an Open Events button, instead of claiming nothing was recorded.

  • Reports tabs and periods scroll on a phone

    On a phone the Reports tabs and the period choices (Today to Custom) now sit in one row you can swipe sideways, with a fade at the edge while more is waiting. Tabs and period buttons are also tall enough for a thumb.

  • Weakest zone sentence filters its camera

    On Reports, the line naming the zone with the lowest time in compliance is now a button: click it to narrow the whole report to the camera watching that zone.

  • Report day bars open that day's events

    On Reports, each bar in Violations per day is now a link: click it to see the events of that day on the Events page.

  • Old Analytics address opens Area analytics

    A saved link to the old Analytics page now lands on the Area analytics tab of Reports, with its camera and period kept, instead of on Compliance.

  • Report period buttons no longer squeeze together

    On a phone, the period buttons at the top of Reports (Today, Last 7 days and so on) keep their full size and slide sideways, instead of overlapping and cutting off their labels.

  • Compliance shows violations without coverage

    When no camera had enough coverage to judge time in compliance, Reports now still shows the violations that were counted, the bars per day and the PPE breakdown, instead of an empty page.

  • Camera health report

    Reports gain a Camera health tab: when each camera was watching, frames it skipped, time without a safety-gear model, clock problems and each camera's accuracy grade.

  • Accuracy report

    Reports gain an Accuracy tab: each measured error with its range and sample size, the check sets and their age, how well reviewers agree, and the result of each checked change.

  • Attendance report for a date range

    Reports exports attendance for up to 31 days as CSV or PDF, with the same columns as the day sheet. It is not sent on a schedule until someone sets that up.

Video search

  • Video search says when nothing can be searched

    When no camera can be searched, Video search shows one block that says why, hides the Boxes switch and the match legend, and greys out Search with the same reason.

  • Video search says once that no camera works

    When no camera can be searched, Video search now shows one clear block that lists each camera with its reason and a Check cameras button, instead of repeating the same news in the filters, the results and the index line.

Attendance

  • Correct attendance with a reason

    Supervisors fix a day, enter times for people who clock in by hand, review a clock-in that may be a photo, and keep the attendance list and consent records. Every change keeps its reason and shows in the CSV.

  • Attendance on the person's page

    A person's page shows their shift, their consent and their last 7 days, and enrolment can record consent to clock in by face.

Rules

  • Alerts for things left behind, removed or blocking an exit

    Three new checks compare a zone with a reference picture you approve: something left behind, something that should stay gone, or an exit or walkway blocked. An alert shows the picture now beside the reference, and Mark as normal makes the new picture the reference for moved stock or a new fixture. They need no AI model and show as Preview until they are checked on site.

  • Rules matrix uses the full width

    The side panel on Rules now appears only once you pick a cell, so until then the matrix has the whole page. A soft fade at the right edge shows when more PPE columns wait beyond it, and on a phone the zone name has more room.

  • Every-zone actions sit under the matrix

    Require everywhere and Remove everywhere now sit in a bar under the Rules table, with how many zones need the chosen PPE and a progress bar, instead of at the bottom of the side panel.

  • Alarm outputs and a test alarm

    Under the Safety checks, a line now shows which outputs an alarm can leave by (siren, email, SMS, WhatsApp, webhook, relay) and whether each is set up or failed last time. Send a test alarm rings the siren here and sends a message marked TEST through every output that is set up, then says how each one answered.

  • Clearer switches on Safety checks

    Each check switch now says On or Off in words, each group counts how many of its switches are on, and a toast confirms when a check is switched on, off or its severity or alarm is saved. A soft fade at the table's right edge shows when more checks wait beyond it.

  • Safety checks as zone cards on a phone

    On a phone each group of safety checks now shows one card per zone with its checks as a list of switches, so nothing scrolls sideways. The Rules tab strip fades at its edge when more tabs wait beyond it.

  • Security checks link to security events

    The Security checks tab on Rules now has a See security events button that opens the Events list already narrowed to security. You can go from setting a check up to seeing what it caught.

  • Safety checks open on Life safety

    On the Safety checks and Security checks tabs only the Life safety group is open at first, so the checks that matter most are in view. Open the others as you need them, or pick another start in Customize and it is kept.

  • Lone worker and walkway checks

    Two new zone checks: one warns when a person has been alone in a zone for too long so someone can check on them, and one warns when a person in a forklift lane walks outside the walkway.

Cameras

  • Cameras table fits a 1280 px screen

    The Cameras list no longer has a Picture column, so Edit and Delete stay in view on a laptop screen and each camera takes a shorter row. Open a camera to see its live picture.

  • Offline cameras say since when and why

    A camera with no picture now shows a red dot with the time its last picture came in and the reason the camera gave, right in its Status cell. The banner above the table names the reason too, so you do not have to hover to find out.

Training and models

  • Compare models shows its name in the header

    On the Models compare page the header trail now reads Models, then Compare models, instead of the plain word in the address. All models is named the same way.

  • All models folds each job to its top six

    On All models each job now shows its best six models with a button for the rest, and the models to avoid stay hidden until you turn on Show the ones to avoid. The page is shorter to scan, and a search or a chosen job still shows every match.

  • Compare models pickers fit a phone

    On a phone the Model A and Model B pickers now stack full width with easy-to-tap controls, and a line under them says Model B lists models of the same kind and where candidates come from.

  • All models cards no longer clip buttons

    On the All models page, the Details, Install and Shortlist buttons on a model card now wrap onto a second line when the card is narrow, so none is cut off.

  • Queue frames say why they wait

    Each frame in the labelling queue now reads Looks new, Model was unsure, You marked a false alarm or You added it, and hovering shows a short reason, instead of a raw code word.

  • Adding to golden asks first

    Add to golden, by button or the G key, now asks you to confirm once per visit, because golden frames are test images the model is never trained on. Taking a frame out of golden still happens at once.

  • Datasets explains an empty queue

    An empty review queue now says how frames arrive, through Upload image and Import as well as the model and false alarms. The camera choice for uploads is wider, and a Shortcuts button lists the keys.

  • Dataset versions name their model

    The Used by column on dataset versions now shows the model's name and version, such as Site PPE v8, instead of a short code.

  • Read any matrix cell as a sentence

    Each cell in the compare page's confusion matrices is now a button. Choose one and its sentence, such as "Helmet found as Vest: 3", appears above both matrices with the same cell marked in each model.

  • Training curve marks the best epoch

    The score curve on Training now marks the epoch with the highest score and labels it, for example "Best, epoch 12", so you can see at a glance whether the run peaked early or is still climbing.

  • Compare a past run with the live model

    Under Past runs, a run that is not live now has a Compare with button that opens Model validation with the live model and that run side by side, so you can check them before you activate.

  • Tidier empty Datasets queue

    When no frames wait in the review queue, the message now spans the whole page and the Select frames link is hidden until there is something to select. The 256 MB and JPEG limit now sits inside the Import menu it belongs to.

Detection and counting

  • Counting lines fit a phone

    On a phone each counting line is now a card with its in, out, net and online time, instead of a table you scroll sideways. A line nobody has checked by hand now reads "Not yet checked" with a link to how to check it.

  • System page: Capacity comes first

    Capacity now sits above Detection on the System page, the Detection card is only as tall as its content, and the Audit log shows the latest 10 entries instead of a long list.

  • Checks per second for each camera

    Under the last load test, System now draws one bar per test camera showing how many checks a second it held, with a dashed mark at the rate you asked for. A camera that fell short is easy to spot.

  • No clear peak now says why

    When the busiest hour cannot be named, the tile says which hours are too close to call, or that nothing was counted. The note about when counting began now appears once instead of repeating for each period.

  • Test bench starts with adding files

    Drop a file or open the Library at the top of the Test bench, with the model choices closer together below. The figures for the files shown appear only once a run has finished, instead of reading zero on an empty bench.

Storage

  • Storage rules are readable on laptops

    The Auto-delete rule column in the Storage categories table now keeps enough width to read in full, and the table scrolls sideways on narrow panels instead of squeezing the rule to a few letters.

  • Storage shows one status

    The Storage page now shows its status in one place: the Normal chip when all is well, or the banner when space saving is on or the disk is critical. The read-only line and the automatic clean-up note share one box.

  • Attendance records clean themselves up

    Attendance records are deleted after the time set in Settings, and clock-in face pictures after their own, shorter time. The Storage page shows the space they take.

Users and access

  • Audit log entries are cards on phones

    On a phone, each Audit log entry is now a card with its action, person, target and time, instead of a table you scroll sideways.

  • Request time and IP on one line

    On the Users page, each request now shows when it was made and the address it came from on one line, and the empty password-reset card takes much less room.

  • People list comes first on a phone

    On a phone the face-data notice folds into one line you can tap open, and the People filters sit behind a Filters button that shows how many are in use. The list now starts near the top of the screen.

  • Groups show their allowed zones

    The groups dialog on the People directory now lists, for each group, the zones that allow it. Delete is greyed out with the reason while a group still has people or a zone that allows it, instead of failing after you confirm.

  • Licence history shows who applied it

    The history table on the Licence page now has an Applied by column with the person's name, or "system" when no one applied it, so you can tell who changed the licence and when.

  • Users table fits at any width

    Each row now shows Approve and Edit, with everything else (signed-in devices, password reset, two-step, delete) behind one More actions menu, so the last column is no longer cut off on a laptop screen. On a phone these controls are larger and easier to tap.

  • Choose who may use Do not disturb

    Administrators choose in Settings, Notifications whether everyone, supervisors and administrators, or nobody may use it, and how long it may last. They can end it for anyone from the Users page.

Look and settings

  • The AI engine accepts your licence

    On an installed copy the licence page said the AI engine disagrees, because the engine trusted no licence key and ran only the base product. The engine now reads the licence as the rest of the system does, so every module the licence includes works.

  • Apps switches say why they are held

    A switch on the Apps page that you cannot use, because of your role or a lost connection, now gives its reason right beside it, also for an app that is on. The default is shown only when a switch differs from it, instead of on every card.

  • Running now is one line when offline

    When the AI engine is offline, Running now on the Apps page shrinks to a single line instead of an empty panel, leaving more room for the apps.

  • Each app card shows its models

    Every app on the Apps page now lists the models it needs and whether the AI engine has each one loaded. The line is left out while the engine reports nothing.

  • Visitor kiosk demo no longer shows Tap to speak

    The visitor kiosk preview drops the Tap to speak and Hands-free buttons, because the kiosk does not take spoken questions yet. Language, Large text and Read aloud stay.

  • Compact app cards, wider grid

    Each app card now shows its description once, with a slim footer holding just the switch. On wider screens the cards sit three across.

  • Urgent tone no longer clicks

    The urgent tone for High violations now fades in and out in a few thousandths of a second, so it starts without a sharp click. It sounds a little softer at the start; nothing else about it changes.

  • Setting search finds the right setting

    Typing a word such as "reaction" in search used to list well over a hundred settings, with an unrelated one first. Settings now need every word you type, so "reaction" gives Reaction speed alone and Enter opens it.

  • Opening a setting from a link scrolls to it

    When a page loaded straight from a link or a bookmark to one setting, the page could stop near the top, far above it on a phone. It now keeps the setting in the middle of the screen until the page has finished loading.

  • Unsaved changes bar shows every section on a phone

    On a narrow screen the bar at the bottom of Settings cut the list of sections you had changed to its first letter. It now has its own line and wraps, so you can see everything you have not saved yet.

  • High violations can repeat

    If you can acknowledge violations, the urgent tone can repeat until someone acknowledges, reviews or ends the High violation. It is off until you choose an interval.

  • Do not disturb

    Silence your own pop-ups and tones for a set time, on every screen you are signed in on. The bell still counts, alarms still sound, and it ends by itself.

Install and updates

  • Support file downloads with its dated name

    The support file now saves as support-file with the date and time in its name, as the download window says, instead of a plain support-file.zip, so several files from different days no longer overwrite one another.

  • Licence cards fit a phone

    On a phone the Status and Installation ID cards on the Licence page now wrap long names and the ID onto a second line instead of cutting them off, and the Copy button is easy to tap.

  • Plan with more checks per camera

    The capacity plan now has a slider for the checks on each camera, and a card lists what each check adds to a picture on this server, marked measured or typical.

Privacy

  • A privacy checklist and a breach log

    The Privacy desk opens on a checklist of what this site has done for privacy and what is left. Admins can log a data breach and see the deadline for telling the authority, with reminders before it passes.

  • Signs and notices drafted for you

    The Privacy desk drafts this site's camera signs, worker and visitor notices, retention policy, impact assessment and records of processing from its own settings. Edit the words, publish a version and print it.

  • Uncovered downloads ask why

    Downloading an evidence pack, an incident report or a recording that shows faces uncovered now asks for a short reason, which is kept in the audit log. Admins can turn this off in Settings, Privacy.

  • The Privacy desk answers data requests

    Admins log a person's request, check who is asking, find their data by name or by place and time, build an export of it or erase it, and close the request before its deadline. Reminders come 3 days before the due date and on the day.

  • Legal holds and who looked

    A person or a stretch of footage can be put on legal hold, and nothing deletes it until the hold is released with a note. Each person's page shows who looked at their data, and the audit log has an Access filter.

Version 1.1.134Area analytics, per-item thresholds, offline camera details, false alarm reasons, and more87 changes

Area analytics, per-item thresholds, offline camera details, false alarm reasons, report downloads, floor map blind spots, pre-activation checks and email alerts, checking rates and model memory on Cameras, and faces read only at marked cameras

Monitor

  • Offline cameras say why and when

    An offline camera now shows its last picture with the time, how many times it tried to reconnect and when it tries next. Retry now asks it to try at once and tells you the reason it is still down.

  • Export size shown before you export

    The Playback export panel now shows an estimated size beside each ticked camera and a total for the files, before you press Export. Untick a camera and the total follows, so you can tell if a clip will be large.

  • Reorder or hide Playback's export and saved views

    Customize on Playback now lists the Export panel and Saved views, so you can move them in the right-hand column or hide the ones you do not use.

Floor map

  • See blind spots and where to add a camera

    The map studio shades what each camera sees, lists the blind spots and suggests where one more camera would see the most.

  • One alarm for a zone, however many cameras

    A zone drawn on the map now raises one event when several cameras see someone enter it, with the other cameras' pictures added to it. The event stays open until the last camera has lost sight of them, and a camera that goes quiet for 3 minutes no longer keeps it open. Checks that follow one person show "possible duplicate" when another camera may have raised the same.

Events

  • Say why it was a false alarm

    After marking a false alarm, one tap says why: Wearing it, Not a person, Wrong zone or rule, or Camera blocked. Each teaches the right lesson: the frame goes to review with what to fix, no frame is kept, or the camera is flagged for a check.

  • Events by category

    A control above the Events filters picks All, PPE, Safety or Security in one click. Sound and Plant are shown as planned until their checks arrive.

  • Events When menu, zone, area and filter chips

    Choose Last hour, Today, Yesterday, Last 7 days or your own dates, and the exact range is written beside the menu. Zone and Area selects narrow events by place, and every active filter shows as a chip you can remove.

  • Sort events by what needs you

    A Sort menu orders the whole list, not just the page you see: events that need a decision first, newest, oldest, severity or camera. It works in both Table and Cards views, and the column headers use the same order.

  • Events header shows open and older unreviewed

    The Events header now says how many events are open right now and how many more were not reviewed from before today, counted across all events and not only the page you are on.

  • Customize the Events page more

    Customize can now hide the Filters row, the Was each item seen? bars and the Details in the selected event. It also sets the category, order and period the list opens on; the filters that are on still show as chips when the row is hidden.

  • Deleting an event is admin-only

    Only an administrator can delete an event now; reviewers and supervisors can still review, acknowledge and hold it. The Delete event button no longer shows to anyone else.

  • Incident tabs show their counts

    Each Incidents tab (All, New, Being handled, Closed) now shows how many incidents it holds under your area, severity and Assigned to me filters. Hover a tab for what it holds.

  • Export the incident list as CSV

    Incidents has an Export CSV button that downloads the list under your current tab, area, severity, Assigned to me and period choices (open incidents show whatever the period, as in the list), so it opens straight in a spreadsheet.

  • Load more incidents past 200

    Under the Incidents list a Load more button brings in the next page, so open or closed incidents beyond the first 200 are no longer out of reach.

  • Choose when a waiting incident turns amber

    A new incident nobody has taken now turns amber only after it has waited a set time, 10 minutes to start. Change it in Customize on Incidents (1 to 120 minutes).

Reports

  • Area analytics

    A new Area analytics report shows where people stood, how long they stay in each zone, queue waits against a target and the busiest hours, with odd hours flagged. Mark a zone as a queue point to measure its wait and get an event when it runs over.

  • Downloads follow Customize

    A report's PDF leaves out the panels you hid, and its CSV holds only the columns you chose. The headline figures always print.

  • Reports show measured error

    Compliance figures from checked cameras now carry their measured range and sample size, event precision comes from the blind check, and reviewed events are shown as a count, not as precision.

  • Shift handover report

    Reports has a Shift handover tab: the shift's open incidents, camera issues and movements are filled in for you, you add a note and tasks, and signing off locks that version and sends a copy to the bell of the people you chose. Unticked tasks carry over to the next handover, and you can download it as a branded PDF or as a CSV.

Video search

  • Video search fills in as it goes

    Matches now appear one by one as each camera finishes, best first, instead of grey boxes until the whole search ends. An empty result also has a button to check cameras that are not recording.

Attendance

  • Attendance waits for the site's go-ahead

    Time and attendance by face stays off until an admin picks the site's privacy profile and confirms, in Set up, how the site may use faces. Switching it off keeps every record and records nothing new.

  • Choose who is on the attendance list

    Supervisors can add people, or a whole group, to the attendance list with a shift and working days, change them later, or take them off. Taking someone off withdraws their attendance consent, and withdrawing consent moves them to clocking by hand.

  • Daily attendance sheet from clock cameras

    Pick the cameras at the gates, and faces recognised there become a sheet per shift: clock-in, clock-out, time on site, late and not seen. A person a camera missed reads Not seen at clock cameras, never absent.

Rules

  • Customize the Safety checks tabs

    Customize on Rules now moves and hides the check groups, with Life safety always staying, picks which groups start open, and switches the sentence under each check and the Recent alarms and Learned fixed items panels. Safety checks can also be the tab the page opens on.

  • Learned fixed items in one list

    Safety checks now lists what every camera has learned to ignore, items that wait for a decision first, each with its camera. Tap a picture to see it larger with what was learned and when it expires.

  • Recent alarms on Safety checks

    Safety checks now lists the alarms of the last 7 days: what rang, where, when, how it ended and who is told. All alarms opens the full list in Events, filtered to alarms.

  • Open alarms above the checks

    An alarm nobody has closed now sits at the top of Safety checks and Security checks with Watch live and Acknowledge. Once acknowledged the siren stays quiet and the alarm waits for you to close it as real and handled, or as a false alarm with its reason, or to reopen it.

  • Fire, smoke and person down stay High

    These life-safety checks are now locked to High severity with the siren on, in the editor and on the server, so no zone can quietly turn them down or mute them.

  • Safety checks fold into groups

    Checks now sit in folding groups, with Life safety first, each showing how many of its checks are on and a line on what the group is for. Fold all and Open all collapse or expand the lot.

  • Each check says what it runs on

    Every check now shows its sentence, the model it runs on, its default severity and who is told. Switching a check off in a zone asks you to confirm first, so a siren is never silenced by a stray click.

  • Fire notice on Safety checks

    The Safety checks tab now says in plain view that camera fire and smoke detection is an early warning beside a certified fire alarm, never a replacement for one.

  • Zones inside zones keep PPE checks

    A zone drawn inside another now copies the outer zone's PPE rules by default, and the zone list warns when an inner zone asks for less PPE, so a queue or rest area never stops PPE checks by accident.

  • Cameras without a zone listed on Rules

    A camera with no zone now has its own row on the Rules page saying nothing is checked there, with a Draw a zone link, so a gap in coverage is no longer invisible.

  • Unchecked zones open Apply preset

    The count of zones with no rules at the top of Rules is now a button: it selects those zones and opens Apply preset, so fixing them takes one step.

  • Apply preset shows its best match

    Apply preset marks the preset closest to the selected zones' current rules and says how many rules each choice adds, removes and keeps, before you apply it.

  • Rule panel shows the zone and the week

    Selecting a cell on Rules now shows the camera's picture with the zone outlined and its events from the last 7 days, plus a week-by-hour strip of when the rule is checked, with the current hour marked.

  • Rules tip can be dismissed

    The line above the Rules table that explains how to turn a rule on or off now has a Got it button. Turn it back on from Customize with Tip above the table.

  • PPE types show which model detects them

    The PPE types tab on Rules now has a Detected by model column. A type that no active model can detect gets an amber warning and an Open Models link, so a rule that can never fire is easy to spot.

  • Customize Rules: parts and zone order

    Customize on Rules can now hide the zone picture, the hours strip, the require and remove everywhere buttons, the rows for cameras without a zone and the key. A Zone order choice lists each camera's zones with no rules first.

Cameras

  • See when a camera is checked less than set

    A camera the server cannot check as often as it is set to now says so, for example Checked 3.4 of 5 per second, with the reason. Set to what fits lowers the rate to what the server manages, with an undo.

  • Faces are read only at marked cameras

    Under a privacy profile that asks for consent, an admin marks the cameras where faces are read and confirms a sign is in place. Enrolling a person now records their consent in the same dialog, and only people who consented are recognised.

  • Key under the cameras table

    The Cameras page now explains each check and column under the table: what Source, Picture, Checks per second, Enabled and Record mean, what overlapping views are, and how the checking budget is counted.

  • Camera form estimates its share of the budget

    Adding or editing a camera now shows how much of the checking budget it would take at the rate and checks you chose, and what the whole budget would become. It warns when the server would be nearly full or over, before you save.

  • Export the camera list as a spreadsheet

    More camera actions on the Cameras page now has Export cameras (CSV). It saves the cameras the list shows, with their area, status, source, checks, checks per second and whether they record, so a search or filter narrows the file too.

  • Addresses under camera names, with switches

    Each camera on the Cameras page now shows its kind and host under its name, such as RTSP and the camera's address, never its login. Customize has a switch for these addresses and one for the key under the table, so either can be hidden, for instance on a screen others can see.

Training and models

  • Each PPE item has its own threshold

    Every item, such as a helmet or a vest, is now judged at the score its own test results say is best. You can set a different value in Map classes on the Models page.

  • See who activated a model

    The live model now says who activated it and when, for people allowed to see names.

  • Automatic training waits for new examples

    An automatic job now also waits until the item the live model finds hardest has 30 new approved boxes, so a retrain has something new to learn. The Training page says how many are still needed.

  • Check a change before it goes live

    A new model or a change to detection settings can now be re-checked against each camera's check set first. You see which cameras keep their grade before you activate it.

  • Running now shows speed, cameras and memory

    Each running model now shows how long it takes a picture on this server, which cameras use it, and a Change button. A bar splits the memory between models, training and what is free, and a meter shows how much of the checking time is used.

  • A model that does not fit says why

    When the server has too little memory for a model, it is not loaded and the page says how much it needs, how much is free and the cheapest fix, such as pausing training or turning off a less urgent check.

  • Compare shows the golden gate result

    The Decision on the compare page now says whether the new model passes the site golden gate, with its score and the score required, so you see the answer before pressing Activate.

  • Focus the compare page on one class

    Click a class in Scores by class and the confusion matrices fade the other classes and the misses list keeps only that class, with a Boxes column showing how many boxes each score stands on. Click it again, or Show all, to see everything.

  • Compare page names each model's dataset

    The line under Scores by class now says when each model was trained, on which dataset version and how many images it held. Accounts that cannot open dataset versions still see when each model was made.

  • Choose which class the compare page opens on

    Customize on the compare page has a new Class choice. Pick a class and the page opens focused on it, with the matrices and misses showing only that class, until you show all classes again.

  • A clearer Models page

    The top of the page now shows, for the person and PPE jobs, which model is running, how well it scored on the golden set and what to do next. The model library cards mark the running model and say plainly when one cannot be installed.

Detection and counting

  • Models wait until there is room

    A model is no longer loaded when it would leave too little memory free, so live detection does not run short. Settings has a new Memory kept free option, 512 MB unless you change it, and a refused model loads by itself once memory is free.

  • People counting header names its period

    The People counting header now says how many counting lines it covers, which day or span it shows (with the time so far for today) and the site time zone. The Inside now tile counts areas over their limit and turns amber, the busiest hour shows its ins and outs, and the hourly chart has an In and Out key with a value grid.

  • Show live and Alert rule on each area

    Every area under Inside now now links straight to Monitor filtered to that area, and to Rules to set an alert.

  • Test bench shows time left and Stop

    A photo or video being checked on the Test bench now says about how long is left, and Stop and change settings ends the check and takes you straight back to the setup. The time is worked out from how long earlier checks took, and is left out until there is something to go on.

  • Load test figures and report download

    The last load test now shows its run time, time per check (median and slowest 5%), GPU load (average and peak) and GPU memory as tiles. Download report saves the full report as a file to paste into your records.

  • Capacity plan shows the predicted load

    Trying a number of cameras on Capacity now draws the predicted GPU load in green, amber or red against the 80% limit. A button puts the plan back to the cameras and rate of the last load test.

  • Example graphics cards on Capacity

    Capacity has a folded list of other graphics cards with example figures, clearly marked as not this server, and a row for a server with no GPU. It helps when you plan a bigger site.

  • Capacity shows measured and estimated apart

    The capacity line on System now says what the load test measured and what is only an estimate, each tagged, with a bar from the tested load to the 80% limit and the date of the test.

  • Switching off counting shows what stops

    The confirmation for People Counting and Vehicles now says how many cameras and counting lines will stop. You see the real impact before you confirm.

  • Warnings when the numbers do not add up

    The bell now shows a low-priority warning when a camera's figures fail a self-check, for example people counted after working hours, a clock that is off, or a camera whose view moved. These warnings never block anything.

Storage

  • Turning space saving off asks first

    Choosing Off for space saving now asks you to confirm and says when the disk reaches the clean-up line and when recording would pause. A line under the page title also says what the chosen mode does.

  • Stopping a clean-up asks first

    Cancel on a running clean-up now asks you to confirm and says how many files are already removed and stay removed. Dismissing a failed clean-up notice shows an Undo for a few seconds.

Signing in

  • Waiting screen shows last check

    While you wait for approval, the page now says "Checked 12 s ago" and counts up every second, so you can see it is still looking for your approval.

Users and access

  • Licence page counts days and cameras

    The Licence status now says how many days are left before it expires and shows a bar for the days and one for the cameras in use. Under Cameras it also says which camera would be refused, such as the 17th on a 16 camera licence.

  • Licence page shows the expiry stages

    A new strip lays out the four stages of a licence: valid, expiring, grace period of 14 days and expired, each with its date. It marks the stage the licence is in now, and Customize can hide it.

  • Licence page lists apps in and out

    A new part counts the apps your licence includes and those it does not. An included app that is switched off shows an Off in Apps link, and administrators get a Request button on each missing app that writes the message to send your system provider. Planned apps sit in a fold below.

  • Check a licence before applying it

    Uploading a licence file or pasting its text now checks it first and shows what would change: the customer, site, expiry, camera limit, and the apps gained and lost. Nothing is saved until you press Apply licence, and a licence that is already applied says so.

  • Locked pages say what you would get

    A page your licence does not include now lists what it would give you, and a Copy request button copies a ready sentence to send to your system provider. Administrators get the installation ID in it. Everyone else sees who to ask when an administrator has filled in the system provider contact under Settings, General.

  • Switched-off page names the app

    When you open a page of an app that is off, it now says which app, for example "Time & Attendance is off for this site", instead of a general message.

  • Users opens on Requests when someone waits

    The Users page now opens on Requests whenever anyone is waiting for approval or a password reset. Customize can also hide or reorder the access requests and password reset lists.

  • Add user and Invite check each field

    A problem now appears under the field it belongs to, and an email that another account already uses is caught before you send. Add user also reminds you that you set the password.

  • Access requests show the wait and can be undone

    Each request shows how long it has waited, in amber after a day, and a long note opens with Show more. The button names the role it will give, and a rejection can be undone for 7 seconds.

  • Turn off the emails you do not need

    Email preferences in your menu lists every email you get and why, with a switch for each. Every automatic email also has a link that stops that kind of email in one click. Alarms and sign-in emails stay on.

Look and settings

  • Camera and system problems are emailed

    A camera offline for 5 minutes, stopped camera checks, a stopped training or live-update service and nearly full storage now email administrators, and supervisors for cameras and checks, with a second email when it is fixed. Switch each one off under Settings, Notifications, Email events, or with the link in the email.

  • A burst of notices becomes one email

    When more than 10 notices would reach one person within 10 minutes, the rest arrive together in one summary email. Alarms are always sent at once. Both numbers are in Settings, Notifications.

  • Choose who gets each email

    Settings, Notifications, Email events lists every automatic email with its switch, who gets it, how long it waits and whether a back-to-normal email follows. A row with nobody to send to says so.

  • Settings for covering footage

    Settings → Sharing says how clips are covered before they leave the site: whether faces and screens are looked for, how often, and how much margin each cover gets.

Install and updates

  • Ready update shows its signature check

    When an update is ready to install, the page now says the signature was checked and the file is genuine and unchanged, so you know it is safe to install.

  • Licence, update and training news by email

    Administrators get an email when the licence is about to end, enters its grace period or ends, when an update waits to be installed or has finished, failed or been rolled back, and when a training job ends. Whoever started the job gets it too.

Privacy

  • Consent records for face recognition

    Each person's page records and withdraws their consent, and the People page lists who is waiting for one. Sites that upgrade have 30 days to record consents and mark cameras before unconsented face data is deleted; a banner counts the days. Face data of a person no camera has seen for a year is deleted too, with a warning two weeks before.

Version 1.1.113Each camera shows how well it is checked13 changes

Monitor

  • Playback opens on the most serious open event

    Opened without a time, Playback now starts 10 seconds before the most serious event nobody has reviewed yet, then the newest of those. Before, a newer low-severity or already reviewed event could pull it away from the one that needs a look.

  • Playback PPE types also filter event marks

    Switching a PPE type off in Playback now drops that type's event marks from the timeline, the step buttons and the event list, not only its boxes. The type buttons also work while Boxes is off.

Reports

  • Share safely checks files in the installed build

    On an installed copy the Share safely page could not start its file check, so a dropped file never got checked. The check now runs there as it does on a test copy.

Cameras

  • Each camera shows how well it is checked

    The camera page now shows the camera's accuracy grade, how much of its zones is big enough to judge, and size limits that can be set for that camera alone.

  • Rename a counting line

    A counting line can now be renamed from its camera page, so a wrong name no longer means drawing the line again. Its counts stay with it.

  • Choose the checks each camera runs

    Each camera now shows a chip for every check it can run: PPE, Security, Safety and Counting. Switch one off and its rules are kept; switch one on and the page says what it adds to each picture.

  • Camera form and page use checks

    The camera form now offers the same check chips instead of a PPE or Security mode, and a camera without PPE says its PPE rules are kept for when you switch it back on.

Detection and counting

  • Counting changes are checked before they apply

    A new model, a counting setting or a camera's size limits is now replayed on the saved check sets before it takes effect. A camera whose new figures do not hold up loses its grade at once, and saving without the check also leaves the camera ungraded until it is checked again.

  • Removed counting lines read (removed) once

    On the People counting page a line you had deleted after it counted people showed its name with (removed) twice. It now shows it once.

  • Hour labels stay readable on a phone

    The by-hour chart on the People counting page cut its hour labels short on a narrow screen. The chart now scrolls sideways, and on a laptop the last hour no longer loses its last digit.

Look and settings

  • Shorter release titles in What's New

    A release with a long list in its title now shows a short line while it is folded, ending in "and more". Open it to read the whole title.

  • Every page shows in the menu

    Pages your licence does not include, or whose app is switched off, now stay in the side menu with a Locked or Off tag instead of disappearing. Locked pages and buttons the licence leaves out show a small lock and, on hover, say "Not available on your licence". You can see everything the system offers and open any page to read how to turn it on.

  • No more lawyer reminders

    The privacy profile no longer tells you to have a lawyer check its words, and the model list and app previews no longer ask for legal advice. Licence conditions on models are still listed.

Version 1.1.105Draw, calibrate and publish the floor map, see where each camera runs, and more33 changes

Draw, calibrate and publish the floor map, see where each camera runs, count vehicles at gates, faster detection on Intel and for new sites, signed exports you can check, live video stays on one stream, accuracy figures keep their state, unreliable cameras leave the figures and camera sound can be switched on, bigger tap targets and focus that stays in view

Monitor

  • Live video no longer flips between streams

    A live tile whose width sat near the point where it changes between the full and the lower-resolution stream could jump between the two every second, showing a picture of changing sharpness. It now changes once and stays.

  • Wall screen has its own Customize

    The wall screen now has a Customize button in its top strip. You can hide the reason band along the bottom and choose whether the pointer hides after 3 s or stays shown; the high event banner and the cameras stay on, because an alarm must stay in view.

  • Wall screen says what is missing

    With no cameras picked, the wall screen now says No wall set up yet and offers an Open the Monitor link, instead of pointing at controls it hides.

  • Exports are signed

    Every new clip or snapshot export carries a signature and a list of its files' check values. Anyone who receives it can check offline that nothing was changed, with the steps in the file.

  • Check whether a file was changed

    A new Share safely page checks a file, several files or a whole export zip against this site's exports. The file stays on your computer: only its check values are sent.

Floor map

  • Map steps show what is done

    Each of the five map studio steps now carries a check when it is done and a triangle when it needs a look: a plan that cannot be published yet, a camera not calibrated on the plan, or changes the live map does not have. You can see what is left before you open Publish.

  • Draw the site on a floor map

    Upload or draw each floor, place and calibrate your cameras, and publish the map. It opens in 3D, with 2D and a flat plan when you need them. Nothing on the live map or in detection changes until you publish.

Events

  • Incidents shows how many are yours

    The Incidents entry in the side menu now carries a number: the open incidents assigned to you, the same ones listed under Assigned to you in the bell. It disappears when you have none.

Reports

  • Unreliable cameras leave the figures

    A camera whose checks show it cannot be trusted for a figure is now left out of it and named under the figures, instead of quietly moving the site total. A safety item a camera cannot see well is no longer judged on that camera.

  • A Vehicles report

    Reports has a Vehicles tab: crossings by type and hour on each line, and every wrong-way alert, as a PDF or a spreadsheet.

Cameras

  • See where each camera runs

    Each camera shows the server that runs its checks and why, the System page lists every server with how busy it is, and each event says which server checked it.

  • Place and aim cameras on the plan

    The map studio has a Cameras step: click the plan to drop a camera, set which way it faces and how far it sees. A camera already on another floor says so and cannot be dropped twice.

  • Calibrate cameras against the plan

    The Calibrate step shows the camera picture beside the plan, so clicks on the plan give the floor points in metres. A camera calibrated on its own can be fitted to the plan by dragging its outline or clicking two matching points.

  • Cameras not on the map are flagged

    A camera that is on no floor map shows Not on the map in the camera list, with a link to place it.

  • Start a floor map from a plan

    In the map studio you can upload a picture or a PDF page of the floor plan, then mark a line you know the length of to set the scale. Measure again at any time and the whole draft is rescaled.

  • Step checks per second in the list

    Each camera in the list now has a button each way for its checks per second, with what it takes of the checking budget beside it, and a small picture of what it sees now, refreshed every minute. You no longer have to open Edit for either.

  • A moved camera view is noticed

    Each day the system compares a camera's picture with a saved one. If the view has shifted, or the camera's stream changed, its accuracy figures read as not yet checked and an alert asks you to check its zones and collect a fresh check set.

  • Camera sound can be switched on

    Cameras still record pictures only. An admin can now switch on Record sound for one camera, give a reason and confirm that everyone in view is told; the site's privacy profile can keep it locked off. That camera's sound is then kept in recordings, clips and exports, and live view and Playback play it muted until someone unmutes it.

Training and models

  • Pose without the PyTorch engine

    The model library now offers RTMPose, a pose model that runs on every installation and is quick on a processor. Person down can use its pose method without the PyTorch engine.

  • Outdoor fire and smoke model

    With Safety checks on, the model library offers a second fire and smoke model, trained on outdoor and aerial scenes, for yards and open sites. It runs on the Ultralytics engine that every release build includes.

  • Clear error for an unusable base model

    Starting a training job from an ONNX or engine model is now refused straight away with a message asking for a .pt model, instead of queueing a job that fails later.

Detection and counting

  • GPU menu adds load and System link

    The GPU badge menu now also shows the time one picture takes and how many cameras are checked at what rate, and has an Open System button. If your role cannot open System, the button is greyed out and says so.

  • Accuracy figures show if they are still valid

    Each accuracy figure is now marked current, recomputing, stale or aged, so a figure that no longer matches the camera's settings or whose check set is too old is not read as fresh. When a camera's weekly check shows its protective gear claims going wrong, you get a notice to collect a fresh check set.

Look and settings

  • Health dot lists services and cameras down

    Click the coloured dot in the top bar to see every service, the date your licence runs to, and each camera with no picture and since when. Click a camera line to go to Cameras. The dot also turns amber or red when a service is down.

  • Sharing settings and the signing key

    Settings has a Sharing tab: turn export signing on or off, see this site's key and its fingerprint to give recipients, and make a new key. Playback can leave one export unsigned.

  • Small buttons are easier to hit

    Tick boxes, the hour bars on Playback, the person search button and the Not on the map tag on Cameras are now at least 24 pixels across, and on a phone the page links in the header and the camera names on the wall are 44 pixels. Wide tables and tab rows scroll inside their own box, so no page slides sideways on a small screen.

  • Focused fields stay in view

    Moving through a page with Tab now keeps the field you are on clear of the bars that stay on screen, such as the Save bar in Settings. The search box shows where you are, and the help word on a person card opens its explanation instead of the card.

Install and updates

  • Removing a helper server says what happens

    The Remove window now says the helper is cut off at once and wipes what it keeps, and that its cameras move to other servers afterwards. To move the cameras first, use Empty and wait before you remove it.

  • Faster detection on Intel processors

    Installations on Intel hardware can now run detection through OpenVINO, which was faster than the standard engine on the same processor in our test. It is picked automatically once installed.

  • Faster person detector for new sites

    A new installation now finds people with D-FINE, a person model that runs quickly on a processor, and lists it as the active person model. Sites that already run a person model keep it.

Vehicles and plates

  • Count vehicles at gates and yards

    A new Vehicles page counts cars, motorbikes, buses, trucks and bicycles crossing a line on a camera, in and out, and shows wrong-way alerts. It works with or without PPE detection.

  • Draw vehicle lines with a one-way rule

    Draw a line across a gate or road on the Vehicles page. A line can allow both ways, only in or only out, and a vehicle going the other way raises a wrong-way alert, or is only logged.

  • Playback shows vehicle boxes

    Recorded video from a camera with a vehicle line shows each vehicle's box and type, like the people boxes.

Version 1.1.86Weekly accuracy check, training skips its pictures, two-step sign-in, helper server alerts, and more37 changes

Weekly accuracy check, training skips its pictures, two-step sign-in, helper server alerts, vehicle settings, backup warnings, fewer repeated violations, a Privacy tab, and macOS as background services, fairer checks and where faces can be read

Overview

  • A set-up list for new sites

    A new site opens on a short list of steps, from replacing the install password to adding the people who will use it. Each step ticks itself when the work is really done, and the list hides itself a week after the last one.

Monitor

  • Alerts for helper servers

    The System page now raises an alert when a helper server stops answering, needs an update, has its clock off, or loses pictures, and a critical one when cameras have no server with room. Each alert clears itself when the problem is gone.

  • Camera sound is no longer recorded

    Recordings, evidence clips, exports and live view now carry pictures only, even from cameras with a microphone. Recordings made before this update keep their sound until they age out, at most 30 days.

  • Monitor pins follow you to every screen

    Pinned tiles are kept with your account, so the wall screen and every desk you sign in to show the same pins, and changes reach other open screens within seconds. An administrator can also pin for every screen.

Events

  • Fewer repeated violations for one person

    When a camera briefly loses a person and finds them again, it now joins the two pieces instead of raising a second violation. Pieces it is not sure about stay apart and are counted as possible repeats.

Rules

  • Rules tabs fit a phone screen

    On a phone the four tabs on Rules (Requirements, Safety checks, Security checks, PPE types) now scroll sideways inside their own strip, so the last tab is no longer pushed off the screen.

Cameras

  • Find people far from the camera

    A camera can now check its full-size picture and look again at the far part of it, so small figures at the back are found and judged. Both cost more processing, so they are off until you switch them on.

  • Calibrate any camera with more points

    Every camera page now has floor calibration, with four to eight matching points, a tape check and a plain accuracy figure. Existing calibrations carry over unchanged.

Training and models

  • New models must not be worse

    Activate now compares a new model with the live one item by item. If an item scores more than 2 points lower, or under its minimum, activating needs a written reason of at least 10 characters, and the page names the item. New sites start with a minimum score of 85% to go live.

  • Test images stay out of training

    Training and check images are now split by camera and hour, and an image taken within 10 minutes of a test image on the same camera is left out of training. Scores are no longer flattered by near copies.

  • Training skips accuracy check pictures

    Pictures taken within 10 minutes of an accuracy check on the same camera are kept out of training, so a model is never graded on what it learned from. The dataset notes say how many were left out.

Detection and counting

  • Hidden items no longer count as missing

    When the model can tell a bare head from a hidden one, only a bare head starts the clock. A helmet out of sight pauses it, and the live view says "Can't see helmet".

  • See where faces can be read

    The People page shows, for each camera, how often a person's face was clear enough to recognise. It helps you choose where recognition can work.

  • People who cross are checked again

    When two people pass close enough that the system could mix them up, both are checked again for 2 seconds instead of keeping a verdict that may belong to the other.

  • A weekly accuracy check

    Reviewers get a short weekly set of moments to answer without seeing what the system decided. The answers measure how often detection is right on each camera and never change an event.

  • Check sets for each camera

    An admin can collect a camera's check set over four working days. A reviewer then fixes the boxes and answers for each person, so the camera's accuracy is measured on its own pictures.

  • Count people through a line

    Draw a counting line on a camera's picture and everyone who crosses it is counted in or out. An area can have a most-people limit, and every count says its error is not measured yet. Settings → Counting & coverage has the line settings.

  • Staged walks measure missed gear

    A supervised walk past each camera without one item at a time now measures how often a missing item is caught, at near, middle and far distance.

  • Label who is who in short clips

    Eight short clips per site can now be labelled person by person. They measure how often the system loses or swaps people, and they tune how pieces of a path are joined.

  • People counting

    A new Counting page shows who came in and went out, how many are inside each area now against its limit, and the busiest hour. An area over its limit raises an alert. Occupancy limits already set on zones start working now.

Signing in

  • Two-step sign-in with a phone app

    You can now ask for a 6-digit code from a phone app after your password, and administrators can require it for themselves and other admins.

  • Sign-in page names the privacy contact

    Once the site fills in its privacy contact, the sign-in page says that sign-ins are recorded for security and where to send privacy questions. The People pages say which privacy profile the site follows.

Users and access

  • Turn off someone's two-step sign-in

    On Users, an administrator can turn off another person's two-step sign-in if they lose their phone. Every device of theirs is signed out, and the setting that requires two-step for administrators now says why it is locked until you have set up your own.

Look and settings

  • Email outputs send to people, not a list

    An email output is now a group: pick roles, people or other addresses, and each person gets their own email that is tried again for up to an hour. The delivery log pages back through older sends and can retry what failed.

  • System page holds a long database path

    A very long database path in the System page header no longer pushes the page wider than the screen on a computer. The path is cut to fit, and the whole of it shows when you point at it.

  • Mail server window shows every field

    The mail server window on Settings, Notifications is now wide enough on a computer screen that its fields and the Send a test button are no longer cut off at the right edge.

  • Test email arrives formatted too

    The test email from the mail server window now comes as formatted text with a plain-text copy, like alarm emails, so you can check that your mail system shows both.

Install and updates

  • Backup status and warnings

    The System page shows when the last good backup finished, and you are warned when backups stop or fail. Settings, General lets you turn the warning off or change how many hours count as too long.

  • Download a support file

    Admins can download one file for the support team, with passwords, keys, email addresses and pictures taken out.

  • macOS runs as background services

    On a Mac with Apple silicon the platform now installs as system services that start with the computer, with its own built-in database and key-value store, and detection uses the Mac's own machine-learning chip.

  • Share the work with your other servers

    Add another computer you own as a helper server and move heavy cameras to it. If it stops answering, its cameras come back to this server within a minute, and nothing is counted twice.

  • Updates back up the built-in database

    On a Windows or macOS install with the built-in database, an update that changes the database layout now makes its backup first instead of stopping with "The database backup failed". Rolling back puts that backup back.

Privacy

  • Privacy rules for the site's country

    Settings has a Privacy tab. An administrator picks the site's country, and its privacy profile applies at once; the dialog first lists every value that goes down. Values never go up by themselves.

  • Every limit shows on its setting

    Each setting with a privacy limit shows the limit beside it, and the Privacy tab lists them all. Above the value the profile advises, such as 3 days of recordings under the strictest rules, it asks why; the reason goes into the site's privacy paperwork and never locks anything.

  • Face data goes when a person is not seen

    Face photos and consents of a named person who has not been seen for a year are deleted, and the name stays. Two weeks before, the System page warns how many people will be deleted and on which day; a person on legal hold is skipped.

  • Watchlist without consent needs a reason

    Where the site's privacy rules allow a watchlist without consent, putting someone on it now asks why, so the reason is on record.

Vehicles and plates

  • Vehicles settings tab

    Settings has a Vehicles tab for sites with the Vehicles app. Its first setting is the smallest vehicle that is counted, with its default and range.

Version 1.1.38Hourly alert limit per camera, security checks, iPhone live video, and more54 changes

Hourly alert limit per camera, security checks, iPhone live video, moving to the release build, Sinhala and Tamil in PDFs, signed-in devices, QR links, weekly accuracy checks, plain-word settings and Customize on every page, Where to look first in reports, zones without the PPE app, pairs counted together

Overview

  • How each people figure is counted

    People and visit figures now carry "How counted", saying what one unit is and that a person may count more than once.

  • Overview figures explain themselves

    Each Overview tile has a short definition, and the trend chart's bars can be read with the keyboard.

  • Customize the Overview

    The Overview has Customize: choose its panels, and the period and camera it opens on. A choice that no longer exists falls back and says so.

Monitor

  • Names and unknown faces on the Monitor

    On security cameras people are labelled with their name, as Unknown when their face matches nobody you enrolled, or as a possible watchlist match in the alert colour.

  • Live video on iPhone through the server

    On an iPhone with iOS 17.1 or later, live video now plays through the server when a direct connection is blocked, for example over a remote link. Before, the tile showed still pictures.

  • Shared camera views show a range

    Where cameras overlap, the Monitor now counts people by the camera that sees the most and shows the most it could be, instead of guessing who is the same person.

  • Video controls say what they do

    Switches on the Test bench, in Playback and on the Monitor now explain themselves, and a control you cannot use says why.

  • Monitor panels scroll from the keyboard

    The Summary cards and the camera movement controls on the Monitor can now be reached with Tab and scrolled with the arrow keys, and a screen reader announces them by name.

Events

  • Review buttons in plain words

    Reviewing an event now reads "Real violation" or "Not a violation", and each severity says what it asks of you.

  • Customize the Events page

    Events has Customize: the view and review filter it opens on, which columns show, and where the selected event sits. Your table or cards choice now follows you to any computer.

Reports

  • Sinhala and Tamil names print in PDFs

    Camera, zone and person names written in Sinhala or Tamil now print in report and incident PDFs. Before, they came out blank.

  • Where to look first

    The compliance report ranks the zones or shifts where problems cluster, never people. Customize sets the area, PPE type and shift a report opens on.

  • Reports say when your licence lacks them

    A report tab your licence does not include now says so, instead of showing an empty page or a red error in the browser console.

  • Bigger, keyboard-friendly hour grid

    On Reports, the hours-by-weekday grid has bigger squares that are easy to hit, and slides sideways in a narrow panel. One Tab press enters the grid and the arrow keys move between hours.

  • Long PPE names stay inside their tile

    On Reports, a very long item name in the Most-missed PPE tile now wraps inside the tile instead of running past its edge on a phone.

Rules

  • Security checks for faces and tampering

    Rules has a Security checks tab: alerts for unknown faces, possible watchlist matches, people not allowed in a zone, and cameras that are covered, blurred, dark or moved. Restricted area and Loitering moved there from Safety checks. A check that cannot run yet says why.

  • Every check setting says what it does

    Each number in a check now shows what it changes, its default and its range. A value outside the range is corrected, and the editor says so.

  • Rules explain every switch

    Each switch and number on the Rules page now says what it does, its default and, when locked, why.

  • Customize People and Rules

    People and Rules have Customize: their panels, and the group, tab or area they open on. Your cards or table choice on People now follows you to any computer.

Cameras

  • The camera form explains every field

    Each camera setting now shows what it does, its default and its range, and the detection choices sit together under Detection.

  • Customize System and camera pages

    The System page and each camera's page have Customize: hide the cards you do not need, and choose whether a camera page opens with boxes on.

  • Zones without the PPE app

    Zones can now be drawn and changed on any site with an AI app, not only with PPE. PPE rules still need the PPE app.

Training and models

  • Training schedule says what it shows

    The week picture under Training now says that solid squares are the hours training may run and faint ones are off, and Storage no longer repeats its opening line twice.

  • Model scores in plain words

    Model scores now read "Golden-set score", "Right when it reports" and "Real items found", each with what counts as good.

  • Training choices explained

    Every choice for a training job now says what it does and the site's default, in plain words.

  • Customize Training, Models and Datasets

    Training, Models and Datasets have Customize: which panels show, and what each page opens on, such as the job's curves or log, the camera in the review queue, or the licence filter on All models.

  • Training waits for free memory

    A training job now starts only when enough memory is free, and on a graphics card it uses at most a set share, so live detection is never starved. The job says what it is waiting for.

  • Stop a job and resume it later

    Cancel job is now Stop and keep checkpoint. A stopped job keeps its training so far, and Resume carries on from there. A job still waiting in the queue is simply removed.

Detection and counting

  • Test runs say how much was checked

    Each Test bench run now shows how many of its frames were actually checked, so a run that skipped frames is easy to spot.

  • Visit times say when they may be longer

    A visit whose camera stopped watching around its start or end now reads "at least", and the page marks its figures as estimates.

  • Pairs crossing together both count

    Two people who appear on the same frame and cross a counting line side by side are now counted as two, not one.

  • A person briefly lost is counted once

    When a camera loses someone for a moment and picks them up again, it now joins the two pieces into one person, so they are not counted or timed twice. A match it is less sure of is kept apart and marked as a possible match.

Storage

  • Storage lists accuracy check pictures

    The Storage page shows the pictures kept for accuracy checks on their own line. Pictures of a camera's check set are never offered for clean-up; weekly check pictures are removed after 90 days.

  • Old sign-in addresses are cleared

    The address and device of a sign-in are blanked 90 days after the session ended. The sign-in itself stays, so last sign-in still shows.

Signing in

  • See and end your signed-in devices

    My account lists every device signed in as you; sign any of them out, or all of them at once.

Users and access

  • QR code for reset and invitation links

    A one-time link can be shown as a QR code, so it reaches a phone without typing.

  • Roles say what they can do

    Choosing a role now shows, in one sentence, what a person with it can and cannot do.

  • Every last control explained

    The remaining switches and choices, from person details to signing in, now say what they do.

  • Customize Users, Licence and Apps

    Users, Licence and Apps have Customize: their panels and what each page opens on, such as the Users tab and row spacing.

Look and settings

  • Easier taps on a phone in Settings

    On a phone the Customize button, the segmented On and Off choices, the Open Your preferences and Reset to defaults buttons, the mail-server and alert-channel buttons, switches and checkboxes are now tall and wide enough to hit with a thumb, so a tap no longer lands on its neighbour.

  • One notice when a camera floods alerts

    A camera that raises more security alerts in an hour than the limit you set now keeps the rest as sightings and shows one notice instead of a stream of alerts. Alarms still ring. Set the limit in Settings → Detection.

  • Two alert tones

    Choose for each kind of alert whether it only reaches the bell, pops up, or pops up with a sound. High violations get their own urgent tone, so they stand out. Nothing changes until you choose.

  • A dropped live connection is noticed sooner

    When live updates stop without warning, as when a laptop sleeps or the Wi-Fi drops, the screen now notices within a minute, says so and reconnects.

  • Find any setting from search

    Press ⌘K (Ctrl K on Windows) and type a setting's name or a word from its description. Choosing it opens the right section and points at the setting.

  • Settings for accuracy checks

    Detection and counting settings gain the weekly accuracy check and the rules for joining pieces of one person's path.

  • Notification fields explain themselves

    Every field of an email, webhook, siren or relay channel now says what it does, its default and its range.

  • 30 words explained where they appear

    Words such as zone, grace, golden set and legal hold now show a one-sentence meaning when you point at them.

  • Every page's help has a map

    The help on every page now opens with a small picture of the page and what each part is for.

  • Your look follows you

    Theme, row spacing and home page are now kept with your account, under Your preferences in the account menu, so they follow you to any computer.

  • Shared documents load their own fonts

    The shareable documents and the public demo no longer fetch their typefaces from an outside site. They look the same, open offline and make no request beyond their own files.

Install and updates

  • Move a source install to the release build

    One command moves a server that runs from the source code onto the signed release build, keeping its data, cameras and passwords. The old copy stays in place to go back to.

  • Install retry says where the password is

    If the first install fails and you run it again, the installer now tells you where the administrator password from the first attempt is kept, instead of printing nothing.

  • System page in plain words

    The System page now names each part in plain words, and its bars say when a figure is fine, worth watching or needs action.

  • Windows runs as background services

    On Windows the platform now installs as services that start with the computer, with its own built-in database and key-value store, so there is nothing else to install. An earlier install keeps its database and passwords when it moves over.

Version 1.1.15Steadier video, clearer pages, simpler model installs and network camera scan47 changes

Overview

  • Needs attention fits the apps you use

    With only CCTV on, an empty Needs attention panel no longer tells you to switch a camera on to check for missing PPE. It says the camera starts watching and recording, and without the PPE app it no longer mentions PPE at all.

Monitor

  • Live video through the server keeps playing

    Live video sent through the server, off site or through the tunnel, now keeps playing on cameras that send a full picture only every few seconds. Before, the picture froze or stuttered on most cameras with their factory settings.

  • Playback labels and controls tidied

    A gap in an older recording no longer claims recording is off just because it is off now. The Day picker shows only when there is footage to pick from, a refused jump time stops warning once you move elsewhere, and toast buttons are big enough to tap on a phone.

  • A camera link opens that camera large

    A link that opens one camera in Focus now adds it to your wall when you had narrowed the wall to other cameras, so the large picture is the linked camera. The move pad always moves the camera you see large.

  • Slides for training operators

    The documents now include a slide deck that walks operators through the Monitor wall, alarms, review, incidents, visits and exports, one step at a time. Use it for the first training session on site.

Events

  • Events open without the PPE app

    Sites that run Security or another app without PPE detection now see their own events, incidents and alarms. The list shows only the checks of the apps that are on.

Reports

  • Reports read cleanly on every screen

    The filters say All cameras and All PPE until you pick one, the notes under each figure read as whole sentences, and the most-missed PPE stays inside its tile on a phone. The hour grid is now one stop for the Tab key, with the arrow keys moving inside it, and its cells are taller.

  • A lost connection is said in words

    When the server cannot be reached, pages and messages now say so and ask you to check the connection, instead of showing the browser's Failed to fetch.

  • Model validation report

    A report for signing: the model and its data, the golden set, scores with ranges, each class side by side with another model, the matrices and the misses.

Video search

  • Video search no longer denies found footage

    When no camera can be searched right now, for example while a camera has no picture, the page now only says why. It no longer adds that nothing is indexed yet above the moments it already found.

Cameras

  • Find cameras no longer freezes the server

    Opening Find cameras no longer stops the whole platform from answering. The search now sends its probes and lists the cameras it found, as it should.

  • Scan this network for cameras

    Find cameras now searches the networks this server is on by itself, so cameras on the same site network show up without typing a range. A recorder (NVR, DVR or XVR) is marked, and Add all channels opens the recorder form with its address and brand filled in.

Training and models

  • See what each running model costs

    The Running now panel on the Models and Apps pages lists every model the AI engine holds, one row per job, with the memory it took when it loaded and its measured speed. It shows at a glance what still fits on this server.

  • Built-in models listed with their licences

    The Models page now lists the face, video search and labelling models that come with the platform, with each one's licence, training data and size, and whether it is already on this server.

  • One shortlist for every administrator

    The shortlist on the All models page is now saved on the server, so every administrator sees and edits the same plan. A shortlist kept in a browser before can be moved there in one click.

  • Models page loads with Model Training off

    With the Model Training app switched off, the Models page no longer shows a 'Could not load this' block. Pages also wait for the latest app list before asking for an app's data, so a browser left open does not briefly ask for an app an admin has just switched off.

  • Sports gloves are not work gloves

    Importing a model trained on everyday objects no longer suggests its baseball glove class as Gloves. Only real glove classes are mapped to the Gloves PPE type.

  • Models install without a licence question

    Installing a model from the library or from a URL no longer stops to ask you to accept its licence, and the Ultralytics licence switch has left Settings. Each model still shows its licence on its card.

  • Stricter default score to go live

    New sites now require a new model to reach 85% on the test images before it can go live, up from 50%. A weaker model still needs a written reason to be forced on, and a site's own saved value is not changed.

  • Release builds check every model file

    Release builds install only models whose files have a published checksum, so a changed or broken download is refused before it runs.

  • Make an ONNX copy of a model

    A PyTorch model on the Models page can now be copied to ONNX in one click. The copy runs without the PyTorch engine and is often faster on a processor.

  • Bake a hygiene labelling model

    Administrators can now bake an open-vocabulary model for hairnets, aprons, gloves and masks, or one for general PPE, from the Models page. Activate it for live checks, or use it to pre-label your own frames for review.

  • Install straight from All models

    A model in the All models list that the Model library can install now has an install link. It opens the Models page at that model, ready to download.

  • Suggest boxes with the built-in labeller

    Suggest boxes can use a built-in labeller that knows dust coat and ear plugs before any model detects them. It is slower, so it runs only when you press the button.

  • Datasets columns follow Customize order

    Moving the queue, the picture or the suggestions column in Customize now moves it on the Datasets page, instead of only hiding or showing it.

  • Score any model on the golden set

    Evaluate scores an installed or trained model on your golden frames, with a range for each figure, the boxes it missed and a confusion matrix.

  • Compare two models side by side

    The comparison shows how two models score on the same golden frames, class by class, and says plainly when the new one is worse, and shows both confusion matrices and the frames each one misses.

  • Find and decide frames faster

    The review queue filters by status, camera, class and date. Several frames can be approved, rejected or deleted at once, and decided frames can be reopened.

  • Zoom and keys in the label editor

    Small boxes such as ear plugs can be drawn at up to three times the size. A, R, N, the numbers and Delete do the work without the mouse.

  • Suggested boxes to accept or discard

    Suggest boxes asks a model to draw the boxes first. They show dashed until you accept or discard each one, or all of them above a score you choose.

  • Bring labels in and take them out

    Labels made in other tools can be loaded as YOLO or COCO files, or as a zip with the pictures. A version or the frames you select download in either format.

Detection and counting

  • People are still found when a model cannot load

    A downloaded person detector now runs on the processor when this computer's graphics card cannot run it. If it cannot load at all, the platform finds people with its built-in detector instead of stopping people detection.

Storage

  • System and Storage tables fit the page

    On a phone the System page no longer scrolls sideways because of a long database path: the path is shortened, and the whole of it shows when you point at it. In Recordings by camera, how each camera records now sits under its name instead of being cut off.

Look and settings

  • One mail server for every email

    Set the mail server once under Settings, Notifications, with presets for your own server, Microsoft 365, Google or another provider. Send a test says which step failed and what to do. Upgraded sites keep their server: press Send a test once to confirm it.

  • Customize keeps both windows' changes

    Two windows changing the same page's look within a moment of each other now both keep their change, instead of the later one undoing the other. Tab off either end of the Customize panel goes back to its button, and on a phone the sheet's Close button stays in reach while you scroll.

  • Settings fit phones and 12-hour clocks

    Time fields show the whole time, AM or PM included, so 20:00 no longer reads 08:00. On a phone, switches, checkboxes and the small Settings buttons are 44 px to tap, and the brand preview's site name is easier to read.

  • Settings words explain themselves

    The detection bar says what its percentages are, the go-live score says it is accuracy on the site's test images, a retention switch reads Never delete, notification routes are called Alarm routes, and the wall summary names its preset and what it draws.

  • Webhook tests are marked as tests

    Pressing Test on a webhook in Settings → Notifications now sends a message marked as a test, so a receiver that pages people can ignore it. The webhook form also says what it sends and what signing adds.

Install and updates

  • Licence dates ignore a clock set back

    Setting the server clock back no longer pauses a licence: its last month, its grace period and its end arrive on time, also after a restart.

  • Health check reads the database again

    The installed health check now counts the database updates on sites that use a PostgreSQL database. Before, it always reported the database as unreadable, so a fresh install never passed its last check and every update rolled itself back.

  • Linux and Mac updates prepare without a password

    Getting a new version ready on Linux and macOS now only builds its own Python environment. It no longer stops to ask for an administrator password that the background updater cannot type, so updates on those systems no longer fail at Preparing version.

  • Installed packages open the web app

    A platform installed from a download zip now starts its web pages. Before, the zip was missing parts the web app needs, so the sign-in page never opened and the install waited forever on its last check.

  • Going back to an earlier version works

    Switching back to a version that had already been running for a while is no longer refused as changed after it was installed. The web app now keeps the pages it refreshes in memory instead of rewriting files in the installed version.

  • Install a server with one command

    On Ubuntu with Docker, one command installs the platform from the downloaded file, creates its passwords, starts it and shows the first administrator password once. Updates and rollback then work from Settings, as before.

  • Release builds turn off Add from URL

    On a release build the Models page no longer adds a model from a web address, and says why: an address carries no checksum to verify the file against.

  • See how many cameras fit

    The System page now says how many cameras this server held in its last load test and about how many fit. You can run a load test from the page, best out of hours, and try a plan before adding cameras.

Privacy

  • Strictest privacy rules by default

    Until an administrator picks the site's country, the strictest privacy rules apply. Recordings, event media, sightings, visits and sign-in records now have a longest keep, and the face of a person with no name is no longer kept. A save above a limit says what the limit is.

Version 1.1.14Install and update fixes4 changes

Install and updates

  • Health check reads the database again

    The installed health check now counts the database updates on sites that use a PostgreSQL database. Before, it always reported the database as unreadable, so a fresh install never passed its last check and every update rolled itself back.

  • Linux and Mac updates prepare without a password

    Getting a new version ready on Linux and macOS now only builds its own Python environment. It no longer stops to ask for an administrator password that the background updater cannot type, so updates on those systems no longer fail at Preparing version.

  • Installed packages open the web app

    A platform installed from a download zip now starts its web pages. Before, the zip was missing parts the web app needs, so the sign-in page never opened and the install waited forever on its last check.

  • Going back to an earlier version works

    Switching back to a version that had already been running for a while is no longer refused as changed after it was installed. The web app now keeps the pages it refreshes in memory instead of rewriting files in the installed version.

Version 1.1.5Product keys, licence warnings, site-clock times, locked-control reasons, and more104 changes

Product keys, licence warnings, site-clock times, locked-control reasons, camera password safety, Apps page, Playback layout, Ultralytics in every edition, download first-open steps, site rehearsal pack, notification, playback and video search fixes

Overview

  • Today's count is right on clock-change days

    On the day the clocks go forward or back, the Overview's count for today now starts at that day's real midnight, and the 7-day trend gives that 23 or 25 hour day its own bar. Before, it was an hour off.

  • No refused requests with only CCTV on

    With only the camera app on, the bell, the alarm list and person names no longer ask for data the server refuses. With PPE off, the Overview no longer shows a trend error: the violations trend appears only while PPE Compliance is on.

Monitor

  • Playback boxes and filter fixed

    Boxes on recorded video, and in footage exports, no longer run a few seconds early or late on cameras that send a full picture only every few seconds. A recording paused on its first frame now shows its boxes, item boxes draw on recorded video, hiding a PPE type also hides its missing-item label, and on a phone every PPE type button can be reached.

  • Playback is easier to tap on a phone

    On a phone, Playback's buttons, the day and hour pickers, the timeline handles and the event marks are now big enough to hit with a thumb, and the hours scroll sideways. The light and dark switch now shows in the phone header on every page.

  • Turn and zoom cameras from Focus

    A camera that can turn now gets a pad in Focus, with its home position and saved views. Playback lists a camera's saved views as links back to the live picture.

  • Bigger buttons on a phone

    On a phone the header, Monitor and camera tile buttons are now large enough to tap reliably, and both ends of a short export range can be dragged.

  • Exported clips keep their boxes

    With Boxes on in Playback, an export now carries each camera's detection boxes beside its video, and Verify checks those files too. Before, every export left the boxes out.

  • Hazard boxes on live video

    On Monitor, safety check detections such as fire, smoke or a forklift show as boxes in the check's colour with their confidence, for example Fire 72%. With zones shown, a box ignored as a fixed item is drawn faint and dotted, and a person using a phone carries a Phone chip.

  • Person down and skeleton on live tiles

    On Monitor, a person flagged by the Person down check gets a red outline and a Person down tab. A new Skeleton switch in the Monitor's Show options draws the body outline on cameras that run a pose model.

  • Live boxes follow your worn and missing levels

    For people the system has not judged yet, the PPE chips on live tiles, recordings, event snapshots and test-bench downloads now use your site's 'counts as worn' and 'counts as missing' levels. Before, they used fixed 60% and 35%, so the picture could disagree with your settings.

  • Cameras out of sync stay still

    With Sync cameras off, the other cameras now hold their picture while you play the main one. Before, their video kept running while their clock stood still.

  • Cameras with recording off open in Playback

    A camera whose recording is switched off can still be opened in Playback, so you can watch what it recorded before. Its gaps now say that recording is off.

  • Playback opens at the newest event

    Opened without a time, Playback now starts 10 seconds before the newest event in the last half hour. A time typed past the latest recording now goes to the latest recording, and the export range stays usable.

  • Clearer recorded labels and gaps

    Recorded people are labelled Person, not Person 0%. A stretch with no recording now gives its real start and end times instead of the same minute twice.

  • Close event marks can each be clicked

    Two events seconds apart on the Playback timeline now each have their own side to click or tap. The recorded bar under the marks no longer blocks taps on a phone.

  • No People error on Playback

    Playback no longer asks for people's names while the People & Visitors app is off, so it shows no permission error.

  • Jumping back a minute starts at once

    Playback now keeps the minute before the one you are watching loaded, as it already did for the minute after. A jump one minute either way starts at once instead of waiting for the file.

  • Recorded boxes sit on the right moment

    Boxes on recorded video could run up to a second ahead of the picture, because a recording's start time was kept only to the second. It is now kept to the millisecond, so the boxes line up with the picture in Playback and in exports.

  • Boxes cost less on a big wall

    On a big wall, the boxes are now drawn no more often than the video shows new pictures, and each redraw does less work. This leaves more of the computer for the video itself.

  • Hover clips in Video search play

    Hovering a match plays its 30 s clip again. Before, many clips stuck on their first frame, depending on where the moment fell between frames.

  • Search with this frame works

    Picking a moment and choosing Search with this frame now finds other moments that look like it. Before, it stopped with an invalid date error.

  • Video search explains why nothing can be searched

    When the AI engine stops, Video search now keeps the results already on screen and says the engine is not running. A camera with recording off shows as struck through instead of the page saying no footage is indexed.

  • Playback laid out like the design

    Speed, Pause at events and Sync cameras now sit in a panel beside the pictures, and Play and the event steps sit at the top of the timeline. On a wide screen, Export and Saved views form a column on the right. The day picker and a Go to live button are in the page header.

  • Playback no longer scrolls sideways on a phone

    The playhead no longer pushes the page wider than the screen, so Playback stays put on a phone and on a wide screen. The playhead's time stays inside the timeline at both ends.

  • The day's hours show on a phone

    On a phone the strip of the day's hours now gets its own full-width line instead of a sliver beside Jump to time. It scrolls to the half hour you are watching, and its hour bars now show against the panel.

Events

  • Acknowledge alarms from Events

    Alarm events show an Acknowledge button in the list and on the event page, and a Check filter narrows Events to one kind of check. The What column, evidence cards and the notification bell name the check behind each event.

  • Fire and smoke checks raise alarms

    With Safety checks on and a fire and smoke model installed, the Fire and Smoke checks open an alarm event when flames or smoke are seen steadily in a zone, not on a single frame.

  • Person near a forklift

    With Safety checks on and a forklift model installed, the forklift proximity check warns when a person comes too close to a forklift. On a camera with a floor calibration it measures the distance in metres, otherwise it uses the gap between the two in the picture.

  • Fixed items stop false fire alarms

    A lamp or vent that looks like fire or smoke now raises only a low, non-alarm event while it stays still. After the system learns it, or once you draw it as a fixed item, it is ignored. It alarms again as soon as it grows, moves or flickers.

  • Person down check

    With a pose model running on the PyTorch engine, the Person down check raises a high-severity alarm when someone in the zone stays lying down for the check's confirmation time. It can also use a dedicated fall model instead of pose.

  • Smoking check, experimental

    With the cigarette model active, the experimental Smoking check flags a person in the zone holding a cigarette. It stays quiet when the object near the hand is a phone or food.

  • Alarms on every page

    When an alarm check fires, such as fire or person down, a red banner and a repeating siren appear on every page until someone acknowledges the alarm or it clears. A header chip counts the open alarms, and the siren can be muted. Browsers play the siren only after you have clicked somewhere on the page once.

  • No second event when a person walks back in

    When a recognised person leaves and comes back during the cooldown, they no longer open a new violation event because the tracker gave them a new box.

  • Times follow the site's clock everywhere

    Events, Training and camera health now show every time on the site's clock, not the clock of the computer you read them on. A manager in another country sees the same times as the floor, and the From and To filters on Events and the idle-hours bar on Training use the site's clock too.

  • Play back a closed visit

    A finished visit now has a Play back this visit link that opens Playback at the moment the person entered, next to the link to the person's page.

Reports

  • Events and precision by check

    The compliance report now lists events, alarms and review precision for each check, and how many detections each camera's fixed items ignored. Both follow the report's filters and appear in the PDF and CSV too.

  • By check shows confirmed counts

    In Reports, the By check table, the PDF and the CSV show how many events a review confirmed, in place of a precision percentage. The figure only counts what someone chose to review, so a percentage gave a wrong idea of accuracy.

Video search

  • Search recorded footage by description

    Video search finds moments in recorded footage when you describe them or show an example picture. It runs on this server, nothing leaves the site, and every search is logged.

  • Each match shows its clip's frames

    Picking a match shows the moment with the frames 10 seconds before and 20 seconds after, the other matches that day on the same camera, and opens it in Playback or exports the 30-second clip.

  • Hover a match to play its clip

    Pointing at a match plays its 30-second clip with the boxes the system found at the time drawn over it. With reduced motion on, a Play button starts it instead.

  • Video search exports can show boxes

    Video search has a Boxes switch (key B). The hover clips and the clip export follow it, so an exported clip can now include the detection boxes.

Rules

  • Hygiene and food safety preset

    PPE types can now start from a preset. Hygiene & food safety switches on hairnet, face mask, gloves and apron, and switches the construction gear off, without touching your zone rules.

  • Safety checks matrix on Rules

    Rules has a new Safety checks tab. It lists every zone against each check you can use, and you can switch checks on and off and set severity, alarm, settings and hours for each one.

Cameras

  • No offline alerts for paused cameras

    A camera the licence has paused no longer raises an 'is offline' alert telling you to check its power and network, and any such alert already open now closes by itself.

  • Find cameras on the network

    Find cameras on the Cameras page lists the ONVIF cameras that answer on this network and fills in the camera form, streams included, from the one you pick. A camera on another network can be found by typing its address range.

  • Fixed items on each camera

    With Safety checks on, a camera has a Fixed items tab for things the checks should ignore, such as a lamp or a vent. Draw one by hand, or confirm, reject or label one the system suggests.

  • Floor calibration for distances in metres

    With Safety checks on, a camera's settings can store a floor calibration: mark the four corners of a measured rectangle on the floor and enter its size. Corners that cross over or sit on one line are refused with a plain message.

  • Cameras with an unreadable password wait

    If the server's secret changes, for example after a restore on another machine, a camera's saved password can no longer be read. The server now stops calling that camera instead of trying with the user name alone, which could lock the camera's account. The camera shows "Password needs re-entering" until someone types the password again.

  • New port or scheme needs the password

    Changing a camera's port, or switching between rtsps and rtsp, now asks for the password again, as a new host already did. Adding a sub stream at the main stream's address no longer asks for it.

  • Clearer camera address checks

    A password with a ? or # now reaches the camera intact, in Test connection too. A password with an @ after a / is refused with a hint to write it as %40, so no part of it stays in the saved address. Two people editing the same camera at once now get a "changed meanwhile" message instead of one save silently undoing the other.

  • Stored video uploads show their progress

    Uploading a file under Cameras → Stored videos now shows a bar and a percentage instead of a bar that only moved back and forth. A large video no longer looks stuck while it uploads.

Training and models

  • Licence-safe person detectors in the library

    The model library now offers RF-DETR and D-FINE person detectors under the Apache-2.0 licence. They need no extra add-on, so a site can find people without any copyleft model.

  • Train a licence-safe detector

    New training runs can use RF-DETR, which is Apache-2.0, instead of YOLO. A model trained this way may be sold with the product without an Ultralytics licence.

  • Model licences shown before you install

    Every model in the library shows its licence. Installing one whose licence limits commercial use first asks an administrator to accept the terms, and that acceptance is recorded.

  • Models added from a link ask for licence acceptance

    Installing a model from a web address now always asks an administrator to accept its licence, because the platform cannot tell what licence it carries.

  • Find the model a safety check needs

    A check in the Rules grid links to the Models page filtered to the models that serve it. With Safety checks on, the Models page has a hazard section where several hazard models can be active side by side and each can be switched off.

  • Fire, smoke and forklift models in the catalogue

    The model catalogue now offers a fire and smoke model, a forklift model and a construction-hazard model for the safety checks. Each is pinned to an exact file that is checked on install, and each asks an administrator to accept its AGPL licence first.

  • Safety checks on test pictures

    Drop a picture on the Test bench with a check such as fire or phone ticked, and its boxes appear on the result, so you can try a check before turning it on for a camera.

  • Room for behaviour and pose models

    With Safety checks on, the Models page has sections for active behaviour and pose models, and the model library filter gains Behaviours and Pose. Several models of each kind can be active at once, as with hazard models.

  • Pose and cigarette models in the library

    With Safety checks on, the model library offers the official YOLO26 pose models (n and s) and an experimental cigarette detector. Each one is pinned to a fixed release and its checksum is verified on install.

  • Bake a person-down model

    Administrators can start a person-down model bake from the behaviour section of the Models page. The trainer turns text prompts into a model, which appears as a candidate to review once the job finishes. The trainer needs its open-vocabulary add-on installed for this job.

  • See whether a model suits this PC

    Each model on the Models page has a qualification card: its licence and commercial use, whether its checksum was verified, whether it loads on this PC, and its measured speed. Run or re-run the benchmark from the card; models installed from the library are measured automatically.

  • Training uses the learning rate you set

    A YOLO training run that sets lr0 now trains at that rate instead of quietly picking its own. Pausing a run no longer spends time on a final check, because the run picks up again later.

  • Re-inspect imported ONNX models

    An imported ONNX model has a Re-inspect button. It reads the class names from the file again if the first read was lost, so you are not stuck with guessed classes.

  • Training runs in the idle hours shown

    Automatic training now pauses and resumes on the site's clock too, so it runs in exactly the idle hours the Training page draws. Before, a server set to another time zone could start or stop jobs hours away from them.

  • Test runs with a deleted video

    The test bench used to show a broken player when a run's original video had been removed. It now says plainly that the video is no longer stored, and the run's totals and events stay.

  • Ultralytics models say when the add-on is missing

    On an installation without the Ultralytics add-on, Ultralytics models in the model library now show "Needs the Ultralytics add-on" instead of a Download button. The add-on is the only way these models can run, so you no longer accept a licence for a model that cannot load.

  • Models page updates without a reload

    An imported model's real class names and a finished speed test now show on the Models page by themselves, including the speed shown in the ready-made catalogue. Before, you had to reload the page to see them.

  • Ultralytics models run in every edition

    Ultralytics (YOLO) models in the model library now install and run on every installation, release builds included. The "Needs the Ultralytics add-on" label and the warnings about a missing add-on are gone, and a .pt model keeps running when detection is set to ONNX Runtime or TensorRT.

  • Review queue starts from suggested boxes

    Frames from site footage can now be loaded into the review queue with boxes already drawn, including dashed bare-head and missing-vest suggestions. A reviewer checks and corrects instead of drawing every box. Golden test frames come in first, from days the model never trains on.

Detection and counting

  • Pick the checks a video run must cover

    A test bench video run can name the safety checks it must exercise, and its card shows them. Only checks whose app is on are offered.

  • Busy computers slow low-priority checks first

    When the computer stays overloaded, detection runs loitering, phone, smoking and forklift checks at half rate, one at a time, and restores them when load drops. Fire, smoke and person-down checks are never slowed. The System page lists the slowed checks, and the header shows "Not enough compute" when even that is not enough.

  • Person-down pose check uses its settings

    The pose method of the person-down check now uses its minimum width-to-height ratio and confidence settings. Before, it used hidden values of 1.2 and 30%. The defaults are now the shown 1.0 and 25%, so lying people may be flagged a little sooner.

Storage

  • Storage cleanup leaves nothing behind

    Cleaning up recordings by hand now also removes and counts their boxes files, and cleaning up a Test bench run no longer leaves training samples pointing at pictures that are gone. Edit rules on the Storage page now opens the Storage settings.

  • No lost footage when clocks go back

    Recordings are now named by universal time, so the hour that repeats when daylight saving ends no longer overwrites the first pass of that hour. Footage recorded before the update still plays, exports and cleans up as before.

  • Storage activity buttons fit their panel

    The two clean-up buttons sit under the Activity list instead of in its header, so the panel title stays readable and nothing spills outside the panel on a 1440 px screen.

Users and access

  • Licence warnings show in a banner

    A bar at the top of every page now says when the licence is close to expiring, has expired or is pausing cameras. For an online licence it also says when the automatic renewal failed, so nobody is surprised by a locked feature.

  • Moving a camera needs the right role

    Administrators, supervisors and reviewers can turn and zoom cameras; viewers see the pad but cannot move it. Saving or removing a view needs the right to change cameras.

  • People grouped, and who is on site

    The People page shows each person's group, a watchlist flag, a green dot while they are on site and where they were last seen; people enrolled but not seen yet say so. Filter by group or by On site now. Administrators manage groups there and set how many minutes count as on site in Settings.

  • Enrol a person from photos

    On the People page, anyone who can edit people can enrol someone from up to five photos at a time. Each photo shows its own result, so you can see which worked and why the others did not, and you can add more photos to the same person later, up to ten.

  • Watchlist, groups and deleting people

    When you name a person you can now set their group and put them on the watchlist with a reason. Their page shows the group, the reason and how many photos are enrolled, and from there or the list you can delete just their face data or the whole person.

  • Locked buttons say why

    When a button or field is off because of your role, your licence or the current state, hovering over it or moving to it with the keyboard now shows the reason. Before, many of these reasons were hidden and never appeared. Rules, zones, event review and sample review now explain every locked control.

Look and settings

  • Brand is set by your licence

    Product name, accent colour and logo now come from your licence and show in Settings as read-only. Only the site name is still edited there, so the brand can no longer drift from what you are licensed for.

  • Choose which apps the site uses

    Administrators switch apps on and off on the new Apps page. The menu, the Overview and the settings follow the switches, and an app that is switched off keeps its recordings, events and rules.

  • Notification channels

    Administrators can add notification channels in Settings → Notifications: email, a webhook, SMS, WhatsApp or an HTTP output such as a siren box. Each one can be tested, switched off and on, and its password or token is stored encrypted and never shown again.

  • Route alarms to the right people

    Settings → Notifications now has routes: choose which checks and severities go to which channels. An alarm nobody acknowledges in time escalates to more channels, and quiet hours hold back ordinary events but never alarms. A delivery log shows what was sent, skipped or failed.

  • Acknowledging an alarm silences the siren

    When someone acknowledges an alarm, every siren or beacon output it switched on gets its off request. A watchdog channel pings a fire panel or monitor while detection is healthy and stops when it is not, so that panel raises a fault. If the server stops responding, detection switches on the HTTP outputs by itself.

  • Routes can target cameras and zones

    A notification route can now be limited to chosen cameras and zones. Before, saving a route dropped any camera or zone filter, so it sent alerts for every camera. A camera or zone deleted after you picked it now shows as a ticked removed entry, so a route never looks open to every camera while it actually matches nothing.

  • Quiet hours follow the site's clock

    Quiet hours and the time shown in alert messages now use the site's time zone, including on daylight-saving days, instead of the server's clock. You can also choose which days quiet hours apply.

  • Email channels support TLS on port 465

    Email channels have a new Encryption setting: STARTTLS, TLS or none. Changing the port picks the usual one, and each field now explains what it needs. STARTTLS now refuses to send if the mail server cannot encrypt; a channel set up before this update keeps sending as it did until someone saves it.

  • App and status wording matches the product

    The CCTV app now says it covers playback and export, and the Security app no longer promises a tamper check that is not built yet. The System page names the key-value store without naming a product.

  • Help opens this site's own documents

    Help, Documents now opens the copy of the documents that this installation serves, so it works on a site with no internet and shows no outside name. On-site installs no longer show a Live demo link.

  • Sirens switch off even after a restart

    A siren or beacon output set to switch off by itself now does so even if the server restarts before the time is up. The off time is kept, and the off request goes out as soon as the server is back, so a siren is no longer left sounding until someone acknowledges the alarm.

  • Apps page matches the new design

    App cards now show their status beside the name, list what each app adds to the menu and needs, and keep the switch with its reason at the foot of the card. Wide screens show four cards a row, and the switch-off question puts each consequence on its own line.

Install and updates

  • Activate with a product key

    Where your provider offers it, an admin can license a server by typing a product key on the Licence page, and the licence then renews itself online. A server can also be moved to another machine from there, and servers without internet keep using a licence file.

  • Rolling back keeps today's data

    Rolling back an update now saves a copy of the database as it was before the rollback and keeps it for 7 days, as the Updates page already said. If the copy cannot be made, a rollback you start yourself stops before anything changes.

  • Install and Discard work on a checked update

    After an update file passed its check, the Install and Discard buttons on the Updates page did nothing. They now install it or throw it away. A version older than any installed before is refused even after a rollback, and a rollback re-checks the earlier version's files first.

  • Camera checks start on servers without a desktop

    Installing or upgrading on a server with no graphics libraries could leave the camera checks unable to start, because a desktop build of an image library replaced the server one. Installs and upgrades now keep the server build and repair a computer that already has the wrong one.

  • Rollback keeps files recorded since the backup

    After a rollback restores the earlier database, the storage cleanup no longer deletes evidence, model and training folders recorded since that backup. They stay on disk for 7 days before the cleanup treats them as unused.

  • Health check catches a stuck worker

    The deep health check no longer reports the vision service or trainer as alive when its last report is dated in the future, which points to a stuck process or a wrong clock. When low disk space is the only reason for a warning, the acceptance check now says so.

  • Security headers without the proxy

    Opening the web app on its own port on the local network now gets the same browser protections as the proxy gives: no framing by other sites, no content-type guessing, a strict referrer rule and a content security policy. The documents the site serves at /docs keep their typefaces under the new policy.

  • System page fits a phone screen

    On a phone the System page no longer scrolls sideways. The vision warnings stay on screen, and the cameras table scrolls inside its own panel.

  • Clearer first-open steps for downloads

    The guide inside the Windows and macOS downloads now covers the cases where the usual first-open click is missing. On Windows it shows how to check Smart App Control, which blocks unsigned programs outright. On macOS it gives a one-line Terminal fix for when Open Anyway does not appear.

  • Site rehearsal and acceptance pack

    Installers now get a rehearsed path for site day. It includes an upgrade and rollback drill, a backup and restore check, a camera probe that reads what each camera really sends, an offline face-model pack, and a one-page signed alarm test card with an evidence folder for every acceptance item.

Version 1.0.1096Monitor follows your rules, live video off-site, playback and export30 changes

Monitor

  • Monitor shows only required items missing

    If a rule asks for just a hard hat, the Monitor no longer draws or lists a missing vest or anything else the rule does not ask for. What shows as missing now follows the rules of that camera, that detection area and that time.

  • Live video works off-site

    When your browser cannot reach the camera's video directly, the tile now plays it through the server instead of dropping to pictures. It runs about a second behind, and the tile's tooltip says so.

  • Tiles say which stream they play

    A live tile's badge tooltip now names the stream it plays and its picture size. The camera's Live tab says when boxes are checked on the sub stream.

  • Busy walls play lighter streams

    A tile under 640 pixels wide, and every tile of a wall of five or more, now plays the camera's sub stream when it has one, so a busy wall stays smooth. A focused tile plays the full stream.

  • Hover a box to find its row

    Pointing at a person's box on a live camera now lights that person's row in the summary and the track list, so a box is quick to match to its row.

  • Look back at recorded video

    A new Playback page shows up to four cameras' recordings at the same moment. Pick a time, and each camera shows what it recorded then, with a clear note where it recorded nothing.

  • Boxes on recorded video

    Playback can draw the boxes and labels the system found while it recorded, filtered by PPE type. A chip says how often they update, so a box is never read as more exact than it is, and says so plainly when the boxes could not be loaded.

  • Set up Playback your way

    Customize on Playback now hides the day strip, the jump-to-time field or the legend, and remembers your choice. On a phone it shows one camera at a time: swipe the picture to change camera, and export opens from the bottom.

  • A timeline of recording, motion and events

    On Playback, each camera's lane shows where it recorded and where it did not, when something moved and where each event happened. Hover an event to see its picture, or jump to any time of the day.

  • Play recordings at your own speed

    Recordings play from a quarter speed to eight times, keep every camera on the same moment or move one alone, and can stop by themselves at each event. Space plays or pauses, and the arrow keys step one second, or ten with Shift. The boxes the system drew at the time play along with the video.

  • Export a clip or snapshot with proof

    Mark a range and export each camera's original video, or one frame each, with a list of fingerprints anyone can check later. Boxes on an export come only from checks the system really made at the time.

Events

  • Incident pages stay on what you just handled

    Resolving an incident from yesterday no longer jumps the Incidents panel to another one, and rows on a phone no longer run into the time. The incident PDF now reads its history in plain words, like the page does.

  • Open an event in Playback

    Event pages and incident panels link straight to the recording at that moment, and the Monitor inspector has a "Look back 5 minutes" link. Only roles that may watch recordings see the links.

  • Old event pictures show only required items

    Pictures of events saved before the earlier fix no longer show "No" boxes for equipment the camera's rules never asked for.

Reports

  • Visits tab opens on Reports

    Switching to the Visits tab on Reports no longer stops on an error. On the Visits page the filter menus read All areas, All zones and so on, long PPE labels fit their column, and closing a visit's panel returns you to its row.

Cameras

  • Cameras past the licence limit pause

    Once every camera place in the licence is used, Add camera is turned off and says so. Cameras beyond the limit show Paused in the list, on their page, on the Monitor and in its inspector, and open no live feed. Remove a camera or raise the limit to resume them.

Training and models

  • Test bench reads cleanly on every screen

    The drop line keeps its buttons on one line, the figures no longer cut off "1 check", and the compare line shows on bright pictures. A phone no longer shows a second view switch, and a viewer no longer sees model-list errors on a page they can only look at. A picture over the limit is refused as 25 MB.

  • Clear words when a model needs the add-on

    On an installation without the Ultralytics add-on, an Ultralytics model no longer stops detection. The System page says which model needs the add-on, and people are still found with the built-in licence-safe model.

  • ONNX models list their own classes

    An imported ONNX model now shows its classes and a suggested class map straight away, read by the AI engine itself, so it no longer waits for the training service.

  • Test videos replay with boxes

    A finished test video now plays the original footage with the boxes the run found drawn over it, and markers under it show where people were missing equipment. After you run a video again, Before and After replays both analyses.

Users and access

  • A lower camera limit is said plainly

    Applying a licence that allows fewer cameras than are in use now says straight away that the newest ones are paused. People who are not administrators see the licence status only, without installation details they cannot read, and the Licence page keeps itself up to date.

  • Licence refusals read as one message

    When your licence does not allow something, or the camera limit is reached, you see one clear message however many requests were refused. The page re-reads the licence straight away, so locks and switched-off buttons catch up without a reload.

  • Locked actions say why

    Without the PPE detection module, rules on a camera are read-only and the Overview shows a lock in place of the violation figures; zones stay editable while any AI module is licensed. Without the Models module, Import, Download and Add from URL are switched off with the reason beside them, and pages stop asking for data the licence does not include.

  • Locked features are marked, not hidden

    Features your licence does not include stay in the menu and search, greyed with a lock. Opening one says what is missing and who to ask, and administrators see the installation ID to give their system provider.

  • AI engine licence check shown

    Administrators now see on the Licence page whether the AI engine reads the licence the same way the server does. The System page flags a difference in red, with the engine's reason.

  • Exporting footage needs its own right

    Administrators, supervisors and reviewers can export recordings. Viewers can watch them but cannot take a copy away.

Look and settings

  • Brand now comes from the licence

    The product name, logo and accent colour now come from your licence, so changing them in Settings no longer takes effect. The site name is still yours to edit.

Install and updates

  • Install updates from a file

    Administrators can upload an update file under Settings, see what is new and how long the platform will pause, and install it with their password. The running version stays beside it: a failed update goes back by itself, and for seven days you can roll back.

  • Safety checks need a licence

    Without a licence that includes PPE checks, cameras still show live video and keep recording, but no checks run and no boxes are drawn. Apply a licence on the Licence page to turn them on.

  • The previous version stays after an upgrade

    Installing a newer package no longer deletes the version it replaces, so going back stays possible; only versions older than that are removed.

Version 1.0.1016Space, visits and alerts26 changes

Monitor

  • No black flash when a tile changes quality

    When a Monitor tile switches between the camera's full and lower-quality video, the new picture is started out of sight and takes over on its first frame, so the tile never goes black or drops to snapshots in between.

  • Wall screen rotates through areas

    The Wall screen button is now a menu: show the whole site, this area, or rotate through areas you pick, every 30 seconds to 5 minutes. The band says which area is up and when the next one comes.

Events

  • Keep an event on legal hold

    People who manage storage can place an event on legal hold from its page, so no cleanup or delete touches it until the hold is released. The Events list has a Held only filter, and media a cleanup removed now says so instead of looking broken.

  • Incidents you can work

    A new Incidents page lists every violation as an incident with a status and a person who has it. Take one, assign several at once, and close them as resolved or as a false alarm. Open one to add notes, read its history, and download the evidence pack or a PDF report.

  • Boxes drawn when no marked-up photo

    When space saving or a full disk meant no annotated snapshot was kept, the event still shows its boxes and labels over the original photo.

  • Events export to a spreadsheet

    The Events page has an Export CSV button that saves the events matching your filters, and an event's page now shows its incident, who has it and a link to work it.

  • Incidents assigned to you in the bell

    The notification bell lists the open incidents assigned to you, with the missing PPE and the camera, and links straight to each one. New assignments add to the bell's badge until you have seen them.

Reports

  • Visit log on the Reports page

    Reports has a Visits tab: how many visits a period had, how long they lasted and which zones were busiest, with a landscape PDF and a CSV of every visit. It is for roles that can see people.

  • See who was in each zone

    A new Visits page lists every stay of a person in a zone: when they came and left, how long they stayed and what PPE they were missing there. Filter by period, area, zone, camera, person or length, and export the list as a CSV. In the Reports zone menu, zones that share a name are now told apart by their camera. A person's page has a Visits tab with their visits, day by day.

  • Full stops kept when copying from PDFs

    After the first report PDF since a restart, later PDFs looked right but lost their full stops when their text was copied or searched. Every PDF now copies and searches as it reads.

  • Incident log on the Reports page

    Reports has an Incidents tab: how many incidents a period had, how many are still open, resolved or false alarms, and how long they took to be taken and resolved. Filter by status and severity, and download the log as a PDF or a spreadsheet.

Rules

  • Older time zone names work on Linux

    A site set to an older time zone name, such as Asia/Calcutta, had rule schedules that failed on some Linux servers. Every time zone name now works on every system.

Cameras

  • Mark a camera as critical

    A critical camera keeps recording when space saving is on or the disk is critically full. Only people who can change settings can mark one.

  • Offline cameras and low disk raise an alert

    A camera with no pictures for a minute, stopped camera checks, a stopped training service or a disk running low now raise an alert in the bell, with a pop-up, and it clears itself when things are back. The System page lists every alert, and an administrator can acknowledge or reopen one.

  • Check that both streams match

    On a camera's page, a new button next to the sub stream address checks that the sub stream shows the same area as the main stream. If it shows a different area, the camera stays on pictures so the boxes land in the right place.

  • Keep walls off a camera's second stream

    A camera's sub stream is a second session on that camera. A new Monitor setting, "Use the sub stream on busy walls", lets a site turn it off for cameras that allow few sessions, and the camera's page now says where the sub stream uses 2 sessions.

Storage

  • Free up space with a preview

    A new cleanup window lets you pick what to remove, shows exactly how many items and how much space it frees, and only then deletes. Large deletes ask you to type DELETE, and you can watch progress or cancel while it runs.

  • Cleanup buttons and a heads-up on Storage

    Each kind of file now has a Free up space button, and test-bench data and stray files can be cleared in one click. A short notice tells you once that old files are deleted automatically and where to change that.

  • Storage settings in one place

    Settings has one Storage section for free-space thresholds, space saving, snapshot and clip sizes and every automatic deletion, with its age, a shorter age for low disk and a Never switch where it is allowed. Thresholds show their share of the disk and warn when more than a fifth is held back; event records are never removed before the minimum retention, and visit logs and sightings keep at least 90 days.

  • Space saving switch, banners and header chip

    People who manage storage can set Space saving to Auto, On or Off on the Storage page. A banner there and a chip in the header show when space saving is on or the disk is critical, and Overview warns when the disk is critically low.

Signing in

  • Stay signed in while you work

    Using the app now keeps you signed in: once half of your sign-in time has passed, each visit starts the clock again. You are only signed out after a full sign-in period without using it.

Users and access

  • Display accounts for wall screens

    A user can be marked as a display account: a viewer that stays signed in for 30 days at a time, renewed while the screen is on, so a wall screen does not ask for a password. The Users page marks them with a Display badge.

Look and settings

  • Choose when a visit ends

    Settings, Re-identification has a new setting for how long a person can be out of sight in a zone before seeing them there again starts a new visit.

Install and updates

  • New Licence page for administrators

    Administrators can see what this installation is licensed for, copy its installation ID to give to the system provider, and apply a licence by uploading the file or pasting its text. The page also shows cameras used against the limit and every licence applied so far.

  • The System page names the version

    The System page shows the version number, such as 1.0.985, beside the build, so you can tell your vendor exactly what this server runs.

  • Update from the server with one command

    For sites without browser access, platformctl update --from <file> on the server checks a new version, shows what changed and installs it, and platformctl rollback goes back.

Version 1.0.911Storage you can see, and a redrawn Test bench13 changes

Events

  • Full-disk snapshots now say so

    When the disk is too full to save an event's picture, the event now says the snapshot was not saved because the disk is full, instead of saying there is none.

  • Violation markers and tracks on videos

    A finished video run shows each violation on a timeline you can click, a table of the tracks that had one, and a CSV of both.

Training and models

  • Test any installed model

    The Test bench can run a picture or a video through any installed person or PPE model, not only the active one, so a candidate is tested without switching the live cameras. Every result names the models that made it.

  • A bad model fails only its result

    If a chosen model is missing or will not load, that one result says so and names the model; the live cameras carry on unchanged. Looping runs keep using the live models.

  • Compare two runs side by side

    Turn on Compare and each photo and video runs a second way, B, with its own models and mode. Photos show A and B side by side or on a slider, with a list of what only one of them found; videos play together on one timeline.

  • Summary and CSV of the results

    The Test bench now totals the people, checks, most-missed PPE and time for the files shown. Export a CSV, or pick results to download as a zip of annotated pictures with their CSV, run them again or remove them.

Detection and counting

  • PPE boxes keep their own colours

    Helmets, vests and the other items are drawn in the colour of their PPE type in the results, the full picture and downloaded pictures, as they are in Rules.

  • Fast, Accurate and Max modes

    Each Test bench run can look harder: Fast is the live cameras' setting, Accurate checks a larger picture, and Max also searches tiles so far-away people are found, in about three times the time. The top bar's compute menu sets the default.

  • A second opinion for pictures

    Another model can re-check each person for items the first model missed. Its finds are drawn dashed with a 2nd tag and count toward compliance only if you switch Count second opinion on.

Storage

  • New Storage page shows the disk

    Storage shows what is filling the data disk, how fast, and when free space will run low, by kind of file and by camera. It sits under Admin, next to System, which now carries a short version with a link to it.

  • Uploads stop before the disk fills

    When free space would drop below the safe minimum, photo, video, model and logo uploads are refused with a clear message, so the system keeps room for recordings and events. Free space on the Storage page and try again.

Look and settings

  • Sizes now use decimal units

    File and disk sizes are counted the way disk labels and your computer count them: 1 GB is one billion bytes. A limit you noted before, such as the upload size, reads a little higher for the same size.

  • Arrange the Test bench your way

    The Test bench has one place each for setup, a summary, your files and the open result, and Customize reorders or hides any of them. Paste a picture from the clipboard, press L for labels, C for Compare, B for boxes, and the arrows to move between results.

Version 1.0.864Areas reach the Overview, and fixes from a full check in the browser9 changes
  • The Overview follows an area, and a check of every new screen fixed Rules, Monitor, recorder and event pages.

Overview

  • The Overview follows an area

    Pick an area on the Overview and its counts, trend, latest violations and camera panel are about that area. Needs attention and the coverage figures still cover the whole site, and the page says so.

Monitor

  • The Monitor remembers your cameras

    Open the Monitor with no cameras in the address and it now brings back the cameras you picked last time, instead of starting again from the default set.

Events

  • Small fixes on cameras and events

    The read-only note on Cameras names your role as Viewer, a camera that has been deleted no longer links to a page that is gone, and switching between Annotated and Raw on an event no longer carries over a failed picture.

Reports

  • No false warning when picking an area

    Choosing an area on Reports no longer flashes "That area no longer exists" while the new figures are still loading.

Rules

  • Rule seconds are checked together

    On the Rules page, a Warn after value that was refused no longer looks saved when you then change Violate after. Both values are judged as a pair and saved together, and the fields stay in place while a save runs.

Cameras

  • Recorder dialog is clearer

    Add from NVR buttons are full-size to tap on a phone, channels it never reached when detection is off say Not tested, and Add waits until a running test finishes.

  • Camera and area errors show once

    When an area name is already taken, or a recorder refuses a channel, the reason now appears once, under the field, instead of also popping up. Moving or deleting an area that fails shows one message, not two.

  • The camera form checks the address

    Picking Hikvision, Dahua or EZVIZ now tells you when the camera's address has a space, a slash or a port in it, instead of quietly filling nothing, and address, port and channel each carry a hint. A Test connection result also disappears if you change the address or login while it runs, so it never sits beside details it was not made with.

  • No cameras yet, even with areas

    A site that has areas but no cameras now says No cameras yet, with an Add camera button, above its areas instead of showing only empty area headers. An area that was named No area through the API keeps its edit and delete buttons.

Version 1.0.793Calmer busy moments, counts that leave out false alarms, and more29 changes

Calmer busy moments, counts that leave out false alarms, and numbers that say how much they saw, Reports, installing from a download, and cameras grouped into areas

Overview

  • False alarms leave the counts

    Violations a reviewer marked as false alarms no longer count on the Overview, in a person's violations or in the analytics totals, and nothing from a test-bench run is counted anywhere. Mark the newest open event a false alarm and the open count falls at once.

  • The Overview says how much it saw

    The Violations panel and each camera now show how much of the expected camera time was observed, inside the site's working hours. Under 90% a figure says partial; under 50% it shows no figure and names the camera, so a camera that was offline all morning never reads as a quiet morning. A camera that is online but checked less often than it is set to says so, and what to change.

  • Violations come with a rate

    The violations count now sits beside violations per 100 judged person-hours, and the arrow compares that rate on the cameras that were observed in both periods. Events reviewed as false alarms are shown beside the count, and hours and days follow the site's time zone.

Monitor

  • Monitor counts show people with a warning

    The counts card now has a Warning row for people who are missing an item but have not yet been counted as a violation, so Compliant, Warning, Non-compliant and Checking add up to the people in view.

  • Amber warning before a violation

    A person who has been missing an item for the rule's warning time now shows in amber on the live wall, in the track list and in the summary, with the item named in words. Burned-in recordings and snapshots read "Warning: helmet missing" too, so a warning is never told from a violation by colour alone. Nothing is saved as an event until the violation time is reached.

  • People now counts each person once

    Where the views of two cameras overlap, the Monitor summary counts a person seen by both only once, and marks the figure as an estimate. If only some of an area's cameras are on screen, it counts the people you can see.

  • Time in compliance for the last hour

    The Monitor's compliance card now shows the share of judged time people wore what was required, with the seconds before a violation was declared counted as violating. A person who was too small, too new or had no PPE model to check is not counted as compliant: that time is shown as undecided, and the figure carries its best and worst case.

  • Warnings show amber in videos and snapshots

    A person who is missing an item but has not yet become a violation is now labelled in amber, with the missing items named, in test-bench videos, processed-video exports and the fallback video feed. Red stays for confirmed violations.

  • Watch one area on the Monitor

    The Monitor has an Area filter beside the Cameras menu. Choose an area and the wall shows that area's cameras, and an alarm in another area can still come to the wall. The choice is in the page address, so a link opens the same view.

Events

  • Busy moments refresh once, not ten times

    When many alerts arrive together, the lists on screen now refresh as a group about every second and a half. The alert count and the pop-ups still change the instant an alert arrives.

  • Live counts are labelled estimates

    A test run's and the Monitor's session counts read "People seen (estimate)", "Compliant so far" and "Non-compliant so far", because a person who leaves and returns can be counted again. An event's "Confidence" is now called "Absence score", which is what it measures.

  • One event across overlapping cameras

    When two cameras of an area with overlapping views see the same person miss the same PPE, you now get one event, and the event page shows the other camera's pictures under Also seen by. Counts no longer double up.

Reports

  • Reports replace Analytics, with PDF and CSV

    The Analytics page is now Reports. It shows time in compliance with the range it lies in, violations with their rate, ids seen as an estimate and how long the cameras were up, each against the period before, with charts by day, item and hour. Download what you see as a branded PDF, or as a CSV that opens correctly in Excel; the old Analytics address still works.

  • Reports never download a stale view

    While a report reloads after you change a filter, it dims and Download waits, so a file can no longer be named for a different period or camera than it holds. The sentence above the charts now agrees with the violations figure: it speaks of the rate on the cameras that can be compared.

  • Reports by area

    Reports has an Area filter, first in the bar, and a By area table with each area's violations and time in compliance. The downloads carry the area too.

Rules

  • Rule schedules follow the site's time zone

    A rule's active hours now switch on and off by the time zone chosen in Settings → Site, not the server's clock. If the server cannot read that zone, the System page says so and the server's clock is used.

  • Rules open with one request

    The Rules page now loads every camera's zones and rules together instead of one camera at a time, so it opens faster on sites with many cameras.

  • Warn first, then raise the event

    Each rule can now set how many seconds a person may miss an item before they show amber (the warning) and before an event is raised. Leave a field empty to use the site's own time. The Rules page also groups zones by the area their camera is in.

Cameras

  • Cameras grouped into areas

    Cameras now sit under areas you name, in an order you choose, with a last group for cameras that have none. Add, rename, move, fold or delete an area from the Cameras page, and mark an area as overlapping views when its cameras can see the same person.

  • Vendor presets and Test connection

    The camera form can fill a Hikvision, Dahua or EZVIZ camera's stream addresses from its address and channel, lets you pick the camera's area, and has a Test connection button that reports the picture size, rate and codec, or why the camera did not answer. The password is never shown.

  • Add a whole recorder at once

    Add cameras from an NVR: enter the recorder's address and login, pick the channels, and see which ones answer before anything is added. Channels that do not answer are unticked, and the cameras are added together or not at all.

Detection and counting

  • System warnings in plain words

    The System page now explains each warning from the detection service in a sentence, including when it does not know the site's time zone and rule schedules follow the server's own clock.

Look and settings

  • Menu and status dot change colour smoothly

    Pointing at a menu entry or a change in the connection dot now fades the colour in about a seventh of a second instead of switching at once, like the rest of the app.

  • Pages open with their data ready

    Pausing on an entry in the left menu, or tabbing to it, now starts loading that page's numbers, so it opens filled in instead of showing a placeholder first.

  • Counting & coverage settings

    A new Settings tab sets the working hours cameras are expected to work, the hour the site's day starts (with a suggestion for the quietest hour), the coverage and judged-share cut-offs, how long a person must be tracked before they are counted, and the smallest person each check accepts.

  • Choose the site's time zone and shifts

    Settings has a new Site page where an administrator picks the time zone the site works in and names its shifts; a night shift can run past midnight. Reports cut their days and show every time on that clock, so a server that starts on the wrong time no longer shifts every figure, and a Shift filter appears once a shift exists.

  • Settings say what is wrong in plain words

    A setting left empty or out of range now says what to change in plain words instead of a technical message. A new shift starts with its own name, so adding one no longer opens on an error.

Install and updates

  • One-click install on Ubuntu, Debian, macOS and Windows

    On a fresh Ubuntu, Debian, Windows 10 or 11 PC, or a Mac with Apple silicon (macOS 14 or later), one double-click now installs everything, starts the platform, checks it and opens the browser. Running it again repairs what is wrong and never reinstalls what is fine, and a new health check says in plain words what to fix. Other computers and phones on the site's network can open it too, at this computer's address or its .local name, and the first administrator password is shown once on screen.

  • Install from a download

    The platform now comes as a download for Ubuntu, Debian, macOS and Windows: unpack it, double-click Install and Run, and it installs what it needs, starts, and checks itself. Installing a newer download over an older one keeps your settings, cameras and recordings.

Version 1.0.613Live video with boxes on top, a wall that moves to the cameras that need you, and more62 changes

Live video with boxes on top, a wall that moves to the cameras that need you, every model in one place, and one count of what still needs a person

Overview

  • Needs attention lists what still needs a person

    The Overview's list now shows open violations that nobody has reviewed and leaves out test-bench runs. It names a camera that has stopped sending pictures, says "No video yet" for one that never sent any, and never shows a tick while a camera is not being checked.

  • Open violations leaves out false alarms

    The Overview's Open violations tile no longer counts an event someone has reviewed as a false alarm while it is still running, nor a test-bench run. It now matches the number in the header, and so do its severity split and the oldest-open time.

  • Overview lists the most severe violations first

    The Overview's five rows are now the five most severe open violations, so a pile of low ones on one camera can no longer hide a medium one under "more open violations".

  • Charts move only when their numbers change

    Bars no longer grow in from nothing every time you open a page. When the numbers change, for example after a refresh, they glide to the new size.

Monitor

  • A wall screen for a second display

    The new Wall screen button opens the Monitor in its own window with no menus: Auto is on, a thin strip always shows the connection, how many cameras need attention and the clock, and a band along the bottom says which camera is in front and why. The pointer hides after three seconds, the screen is kept awake where the browser allows it (the strip says when it cannot), and the band also says how many alerts are still open and how many are acknowledged. The strip and band also show in kiosk.

  • High events fill the wall screen

    On a wall screen, a new high-severity violation now fills the whole screen with its camera for 15 seconds, and a banner stays across the top until someone acknowledges or reviews it. Acknowledge takes the banner down on every screen and ends the fill, with an Undo; a button sends the wall back at once.

  • Wall screen is honest and hands-off

    The wall screen no longer says nothing needs attention while the list is still loading, could not be loaded or live updates are lost: it says so instead, with the last count marked as possibly out of date. The strip now shows the date, the site and the cameras on show, the banner names the zone and since when, the pointer goes after 3 seconds even over a picture, tiles on it are no longer buttons, and new-violation pop-ups no longer cover the band.

  • No Acknowledge on ended notices

    In the Monitor's Needs attention list, a short violation that has already ended no longer offers an Acknowledge button that could only fail. It says to review it on Events instead.

  • A cleared camera leaves the front sooner

    When a violation ends within its first minute, its camera now leaves the front of the Auto wall 15 seconds after the end, not nearly a minute later. The row stays in the Needs attention list for a while as a notice, but it no longer holds the wall.

  • Switching layouts no longer reloads cameras

    Changing the Monitor between Auto, Focus and the column layouts now moves the pictures to their new places instead of closing and reopening each one, so nothing flashes or reconnects.

  • Live video with boxes on top

    Each live tile now plays the camera's own smooth video, and the boxes, labels and zones are drawn over it and glide between checks instead of jumping. The Annotated and Raw buttons are gone: one Boxes switch shows or hides the boxes at once, without reloading the picture. When a camera's video cannot play, the tile shows pictures instead and keeps trying the video by itself, and a small badge on every tile always says which one you are seeing.

  • The wall says what it is showing

    The line under the wall now reads what the tiles really show, such as "Live video · boxes on" or "Snapshots on 2 of 6 tiles", and each tile carries a small badge with its real update rate. Press B to switch the boxes on all tiles. For now a wall plays video on its first four tiles and shows the others as pictures.

  • Hover a person in the list to find their box

    On a camera's page, pointing at a row in the Tracks list rings that person's box on the video, and the camera page and the inspector have the same Boxes switch as the wall.

  • Tune how closely boxes follow the video

    Settings has a new "Boxes follow the picture by" value, and an installer can nudge one camera's boxes earlier or later from the clock button on its tile. "Most annotated pictures per second" is now called "How often boxes update".

  • Monitor tiles say what is wrong

    Each camera's tile now has a caption under the picture with its name and how many people are in view. When something is raised on a camera it gets a ring, the level in words and the reason, such as "Helmet missing, high severity". A camera that sends no data says "Not counted".

  • Auto moves to cameras that need you

    On the Monitor, Auto now keeps an even grid while the site is calm. When a camera has an open violation it moves to the front and grows, stays at least 20 seconds unless somebody reviews it first, and waits while you are using the wall. Clicking a tile puts it in front and pauses Auto; in a 2 or 3 column grid a click opens that camera in Focus.

  • Monitor layouts say what they do

    Auto, Focus, 2 columns and 3 columns now each show a tiny picture of how they arrange the cameras and a line saying what they do: Auto moves cameras that need attention to the front, the column layouts never move.

  • Auto says why it moved

    Above the wall, Auto now says in words which camera is in front and why, for example "Dock 2 in front since 10:42:01, helmet missing (high)". "Why did it move?" lists the last ten moves, and while you are using the wall a button says how many cameras are waiting and lets you show them now.

  • Pin a camera so Auto leaves it

    Each Monitor tile has a Pin button (or press P over it). A pinned camera keeps its place and size and Auto never moves it to the front; if it needs attention the sentence above the wall says so. Viewers cannot pin, and the button says why.

  • Acknowledge an alert

    The Monitor's summary now starts with a Needs attention list. Acknowledge says you have seen an alert and somebody has it: it leaves the count and the front of the wall, stays in the list with your name, and Undo or Reopen puts it back. It is not a review, changes no review figure, and Viewers do not get the button.

  • Focus opens from a link

    The Monitor's Focus view now keeps its camera in the address, so a link opens the same camera, and the left and right arrows and the keys 1 to 9 change camera. Clicking an alert in the summary rings that camera's tile; Auto also brings it to the front.

  • Auto no longer says all is well too soon

    When a camera needs attention but is not in front (it was pinned, the pointer is on the wall, moves are off, or it has been open for five minutes), the sentence above the wall now says so instead of calling the wall calm, and so does the log. Before the list has loaded, or if it cannot be loaded, the Monitor says that rather than claiming nothing needs attention. A camera that has just cleared says it stays in front a little longer.

  • Your own choices move the wall at once

    Resume Auto, choosing Auto, and the button that says how many cameras need attention now move the wall straight away, even while the pointer is on it. A pinned camera keeps its place in the even grid too, and clicking it says it is pinned instead of moving it.

  • Auto resumes on a wall left alone

    Keyboard focus on the wall now holds Auto's moves only for 90 seconds after the last key press or click, the same wait as a click on a tile. A wall PC nobody is at keeps moving to the cameras that need attention, even if a tile was left focused.

  • A front tile is never smaller on a narrow screen

    On a narrow window or a phone, the camera Auto brings to the front is now as large as before or larger, and the buttons on a phone's tiles are big enough to tap. Dragging the Boxes timing slider on a tile no longer moves the wall.

  • Camera name and clock stay clear of the badge

    The camera name and clock drawn in a picture's corner no longer slide under the small badge that says Live video or Snapshots, where only a stray bit of the time showed. They now sit just above it.

  • Tile details read clearer

    The Boxes timing clock stays on its tile while its panel is open, and when a camera's video cannot start, the badge's tooltip says the video relay answered with an error instead of naming a component.

  • A camera with no picture is flagged

    A tile that has never received a picture now reads "No picture for N s" in red, and the line under the wall counts it as having no picture, instead of looking like a healthy snapshot tile.

  • The badge stays while video is retried

    While a tile tries its video again with pictures still showing, it keeps its Snapshots badge and stays in the wall's count, instead of vanishing for the length of the try.

  • Tiles show pictures while video starts

    A tile shows the camera's pictures at once and switches to the video as soon as it plays, so no tile waits empty, and its badge reads Snapshots until then. When a playing tile falls back to pictures, its last video frame stays until the first picture is drawn.

  • The Monitor heading says what is counted

    The page now reads Monitor, and the line under it says how many of the site's cameras are on the wall, how many people are in view and how many miss PPE. A camera that sent no picture is named, because its people are not in those counts. Your own title still wins if you set one.

  • The layout hint wraps on a phone

    On a phone, the hint under the layout picker on the Monitor now wraps onto a second line instead of being cut off.

  • Your Monitor look follows you

    The colours, labels and summary you choose in Customize view are now kept with your account, so they appear on any browser you sign in on. A look you saved in this browser before is carried over the first time you open the Monitor, unless your account already has one.

  • Customize explains every option

    Customize now opens beside the wall, so each change shows at once, and every option has a plain name and one line saying what it changes. Options the chosen style does not draw are listed instead of greyed out, presets are drawn so you can judge them before applying one, and the parts that always stay on say why.

  • Monitor choices follow you

    The layout the Monitor opens with, whether boxes start on, and each camera's timing nudge are now kept for you, not for one browser. Customize shows them under This page starts with, and Reset to default puts them back.

  • Site default no longer takes your starts

    In the Customize view dialog on Settings and the Test bench, Save as site default now shares only the look you see there, not the layout and Boxes start you chose for yourself. Reset to site default likewise puts back only the look and keeps your starts and camera timing nudges.

  • Choose how far Auto may go

    Customize view has a new Auto layout tab with a separate switch for each thing Auto may do by itself: move tiles, bring in a camera from outside the wall, and fill a wall screen for a high event. You can also choose which events move a tile and how long a camera stays in front.

  • The Monitor's Customize panel changes the page

    Customize now opens beside the wall with Needs attention sized Standard or Narrow, Row spacing, and three switches for the lines around the wall: the layout caption, Why did it move? and the tips, which now sit in the footer. Each one explains itself and takes effect at once.

  • Needs attention can be made Narrow

    The Customize panel kept the size choice for Needs attention switched off, although its own line said Narrow slims the column. The size can now be chosen; only hiding it is locked, with the reason beside it.

  • Reset keeps your place in Customize

    After Reset to default the keyboard stays inside the panel instead of jumping to the top of the page, and the wide fields (the title, the people counting, the word for a person) now sit under their explanations instead of squeezing them into a narrow strip.

  • Customize tab names no longer cut off

    The tabs in the Monitor's Customize panel now wrap onto a second line when they do not fit, so "Summary column" and the others are always readable without sliding the strip sideways.

  • Only one dot pulses per screen

    The status dots on camera tiles and the new-release dot no longer pulse for ever. Each screen keeps a single moving dot, for what is live.

  • Customize and alerts show what changed

    Moving a summary card in Customize view now glides it into place, the preset you applied says "In use" and its card pulses twice, and the alert count in the top bar and the menu bumps once when it changes.

Events

  • The bell catches up after a lost connection

    When the live connection drops and comes back, the bell now lists the violations that started while it was away, as unread and without pop-ups, so nothing is missed.

  • Alert count is the same everywhere

    The number in the header, the Events badge in the menu and the number in the browser tab now come from the server, so they are right the moment the page opens or after a lost connection, and they always match. It counts open violations nobody has acknowledged or reviewed, low severity included, and the header number opens Events showing exactly those rows (a new Not acknowledged switch holds that filter). When no camera is on or detection is silent, the header says "Not checking" instead of a zero.

Training and models

  • All models, easy to search

    A new All models page, opened from Models, lists every model that could be added: 652 for 60 jobs. Each card says what the model does, whether it may be used commercially and whether it loads today, and search finds any of them by name, job, licence or training data.

  • Shortlist one model per job

    Put models on a shortlist to plan which one does each job. A job holds one model, so choosing another replaces the first, and a model marked avoid cannot be chosen. The list downloads as a CSV; nothing on it is installed.

Look and settings

  • A banner when live updates drop

    If live updates are lost for more than five seconds, a slim notice says the numbers may be out of date and when the next try is, with a button to try again at once. The connection dot turns amber meanwhile, and a message tells you when updates are back.

  • A phone header with the page name

    On a phone the top bar now shows the page name beside the menu instead of a search field, followed by the open-alerts count, the connection dot and the bell.

  • Settings say what they do

    Every setting on Frames to review, Retention, Training, Re-identification, Sign-in and the Monitor now has a plain name, one line on what changes, its default and its range, and a Reset to default once you change it. Settings that depend on a switch say which one.

  • Settings keep your edits

    If someone else saves a setting while you are editing, your unsaved changes stay and you are asked only when you both changed the same section. The page also says how long a saved change takes to reach the services, and Mining is now called Frames to review.

  • Detection reads as a sentence

    The PPE evidence settings now read back as one sentence, such as how long an item must be missing before a violation opens. Calm, Balanced and Quick set the values for you, and every value keeps its own name and explanation.

  • Notification choices for everyone

    Which violations pop up, desktop notices and sound are now in your account menu and in the bell, open to every role. They apply to this browser only, and the page says when sound is waiting for a click.

  • General and branding in plain words

    Product name, site name, accent colour, logo, home page and row spacing each say what they do in one line. Someone who cannot change settings now sees why the branding fields are off.

  • Every page can explain itself

    A How this page works button on each page says what the page is for, points at its parts on a small sketch, and lists what changes if you use its main controls.

  • A keyboard map and a glossary

    Press ? on any page to see the keys that work there and everywhere, with the right modifier key for your computer; it is also in the account menu, under Keyboard shortcuts. Words like zone and track now explain themselves in a small popover under Words on this page in each page's help.

  • Settings show what they mean

    A bar shows where an item counts as missing, checking or worn, a disk bar shows the free-space limits against today's free space, a week strip shows when training may run, and a small map shows which camera can follow which.

  • Settings and Customize fit a thumb

    On a phone, every field, switch, preset button and tab in Settings and in the Customize panel is now tall enough to hit, and the sheet's close button has a bigger target.

  • Clearer training week and route pictures

    The hour numbers under the training week no longer sit on top of Sunday, and on the route sketch an arrow no longer strikes through the walk time or a camera's name.

  • Calmer, consistent movement

    Hovers, menus and pop-ups now move at one pace and on one curve. With reduced motion switched on in your system, they fade briefly instead of sliding, and loading rings stay still while the words beside them say what is happening.

  • Pages stop replaying their entrance

    A page now fades in once when you first open it. Going back to it, or changing a filter, no longer re-plays the staggered build-up.

  • Settings moves with you

    Switching between settings sections now cross-fades, the marker beside the current section slides to the next one, and the Save bar fades in when you change something instead of snapping in.

Version 1.0.408Five finished pages, and numbers that say how much they saw46 changes
  • Overview, Monitor, Events, Rules and Training have their finished look.
  • Counts are more honest: far-away people, ghost boxes and a neighbour's gear no longer skew them.
  • Words say what they mean, and What's New itself folds into one screen.

Overview

  • The worst violations always come first

    When more than five violations are open, the Overview now lists the most severe ones and adds a line saying how many more there are, with a link to them. An old high-severity violation is no longer hidden behind newer minor ones.

  • Needs attention reports a silent system

    If the vision service stops reporting, or no PPE model is active or it failed to load, the list now says so instead of showing an all-clear. The camera counts wait for the system status rather than showing zero.

  • Quiet days keep a readable count

    In the 7-day chart a day with only a violation or two now shows its number above the bar instead of squeezed inside it. The samples row also shows how long the oldest sample has waited.

  • Overview tiles stay in even rows

    The tiles at the top of the Overview no longer leave one alone on a row, at any window width and with the sidebar open or closed. On a mid-width window Needs attention keeps a full row, and a long title wraps to a second line before it is cut short.

  • Clearer wording on the Overview

    An offline camera now says since when ("No video since 10:19", with the day if it is not today). A chart that could not refresh says so and counts toward Retry all, and a model that was imported rather than trained here reads "Added".

Monitor

  • Monitor keeps its summary beside the wall

    On wide screens the summary now sits in a column next to the wall instead of a popup: compliance right now, who is missing PPE and how long they have been in view, which PPE was missed most today, and the latest events, each a click from the event. A status line under the title says how many cameras are on screen and how many people are in view, and Summary switches the column on and off. On a phone it still opens from the Summary button.

  • A violation is never shown compliant

    On the Monitor, a person who is missing PPE is now always listed as missing it, even when the severity of the rule is not known yet. Before, such a person could appear as fully compliant while the score counted them as a violation.

  • The summary leaves the wall room

    The summary column now appears only when the wall keeps a good width beside it, so a mid-width window or an open sidebar no longer squeezes the tiles into one narrow column. Widening the window closes the summary popup, the column is left out in kiosk, and Customize view now offers the summary as Shown or Hidden.

  • Each Monitor tile counts its people

    A small chip in the corner of every camera tile says how many people are missing PPE, in red, or how many are fine, so the wall can be read at a glance. Sites that never changed the summary now open on its four cards: compliance, active alerts, what was missed today and the latest events.

  • A silent camera leaves the summary

    When a camera stops sending video, or its tile is switched to the raw view, its people drop out of the status line and the cards within a few seconds instead of staying listed as in view right now. The alert rows now fit the narrow column, with how long a person has been in view first, and the colours stay readable in the light theme.

  • The wall footer tells the truth

    The line under the wall now describes the cameras on screen: whether detection runs on sub streams or main streams, and how many of them record. It no longer says main streams are recording when they are not.

  • Display accounts see no person ids on the wall

    An account without access to people now sees the track number on the wall's labels, never a person's id, and the Global id label option is left out for it. With Score mode on session totals, the cards say they count tracks since each stream started.

  • The Monitor summary stays closed once docked

    A summary popup you left open on a narrow window no longer comes back when you narrow the window again after widening it, and the wall no longer flashes at full width before the summary takes its column.

  • Checks per second, and live view labels

    How often the model looks at a camera is now called checks per second everywhere, not frames per second, because the video itself plays at the camera's own speed. On a camera's live view, Annotated and Raw now explain themselves on hover, and Annotated shows how often the boxes update next to what Raw would give.

  • Counts cover every checked camera

    A tile switched to Raw video now still counts its people in the wall and the summary, and the line under the title says "on 5 of 6 cameras" whenever a camera has sent nothing fresh. After a lost connection or a woken laptop the page catches up on its own, and the alert count starts from the server instead of zero. A site with no camera switched on no longer reads "Nothing needs attention": it says no camera is being checked yet and links to the cameras.

Events

  • Events show the evidence beside the list

    Pick an event and its snapshot, clip, PPE probabilities and review buttons open beside the list, so you can work down it without leaving the page; T and F still mark true and false positives. The filters sit together above the list, the chosen event is part of the page address so you can share it, and the event page itself now uses the same look and names who reviewed it.

  • Events stay put as new ones arrive

    The event beside the list no longer jumps to a newly arrived violation, so T and F always mark the one you are looking at. Times in the panel and the list name their day when it is not today, the zone shows under the camera, and the list keeps every column in view.

  • Arrow keys choose the event to review

    Moving down or up the Events list with the arrow keys now opens that event beside it, so T and F always mark the row you are on. While the list loads the panel shows a placeholder instead of saying nothing is selected, a site with no events says there is nothing to review yet, and the review buttons show a spinner while they save. The reviewer's name keeps to one line, and the PPE readings follow the same order as your PPE types.

  • Reviewer names follow the People permission

    An account without access to people, such as a display left signed in on a wall, no longer sees who reviewed an event. It still sees when the event was reviewed.

  • T and F act on the shown event

    Moving down the list with the arrow keys and pressing T or F now marks the event the panel shows, even when you press them quickly. The filters fit on one row, and a filter that finds nothing says "No events match these filters" instead of "Nothing to review yet".

  • Silent cameras no longer leave violations open

    When a camera stops reporting for three minutes, its open violations are closed at the last moment it was seen working, instead of staying open for ever or ending at the first frame after the outage.

Rules

  • Rule settings open in a side panel

    Right-click a cell in the Rules matrix, or use its arrow, and its settings open beside it: required or not, severity, active hours, days and pause, with buttons to require or remove that PPE in every zone and a count under each column. The arrow menus and the schedule popup are gone; every change still saves as you make it, and stopping a rule or using the every-zone buttons still offers Undo. The selected cell is part of the page address so you can share it.

  • Rules page is calmer to use

    On a phone, tapping a cell to require or stop it no longer scrolls the page down, so you can set several in a row. A mistyped time is outlined in red, the PPE names fit on one line in the matrix, and the page eases in like the others.

  • Rules headers and zone names stay readable

    On a 1600 px screen with the sidebar open, "Safety helmet" now fits on one line in the Rules matrix. A zone that is switched off or not checked keeps its whole name, with the badges on a line of their own on narrower windows.

  • Rules rows no longer fill a phone

    On a phone the camera and zone column now keeps to a narrow width, with long names cut short and the badges on their own line, so at least two PPE columns stay in view.

Training and models

  • Training shows the job, the idle hours and the golden gate

    The running job now has its own panel with the epoch, the time left and live loss and accuracy curves, and the idle hours and the vision load sit beside it. Past runs show each model's golden-set score against your gate, and a person can activate a model, force one below the gate with a written reason, or roll back, right there. Automatic training and the gate settings are one click away, and the full list of jobs stays below.

  • Training says what pause and cancel really do

    A job paused by a person now says so and waits for Resume, instead of promising it will carry on by itself, and a cancelled job says it cannot be resumed. The time left no longer counts down when a job has gone quiet, and the model a finished job produced is named properly, with the day for older times.

  • Job scores and a readable log

    The Metrics column under All jobs now shows each job's scores (mAP50, mAP50-95, precision and recall) instead of a dash. The log reads one short line per epoch, with the time, the losses and the scores, and the curves stay in step with the epoch even for a very long job.

  • Cancelling and loading are now honest

    A paused job can be cancelled straight away, and the confirmation says whether it stops now or at the end of the epoch. While it loads, Training no longer states a golden gate, a dataset, a last automatic job or a rollback it does not know yet, and it shows a Retry if the settings cannot be loaded.

  • More ready-made models to choose from

    The Models page now offers three more PPE detectors for one-click install, including a 19-class one that covers boots, ear protection and glasses. Each states its licence and whether commercial use needs a check.

  • Recall shows beside the other job scores

    A finished job in All jobs now lists recall next to mAP50, mAP50-95 and precision. If the training settings cannot be loaded, the Automatic training card says so instead of staying on "Loading".

  • A job that ignores idle hours reads true

    A job started with Ignore idle windows now shows as running with its time left, instead of "pausing" outside the idle hours, and it has no Pause button because it never pauses. The idle-hours bar beside it now uses the same word as the job.

  • A pending cancel shows as cancelling

    After you cancel a running training job, the page keeps saying it is cancelling, with the epoch it stops after, and Cancel job stays off until it ends, even after a reload. Cancelling a job a person paused hands scheduling back to automatic, so queued jobs can run again.

  • Analytics and Models stop guessing

    Analytics cuts and prints its hours in your time zone, so an evening event no longer lands in the wrong hour, including in half-hour zones. The Models page shows no Activate button until it knows the site's golden gate, and tells you with a Retry if it cannot load it.

Detection and counting

  • A neighbour's helmet no longer counts for you

    A worker standing next to someone wearing PPE is no longer credited with the neighbour's helmet or vest, so their own missing PPE is now raised. Sites may see more violations after this fix, because they were being missed before.

  • Small faces are no longer matched

    A face must be at least 40 px across to be matched to a person, up from 32. Smaller faces gave unreliable matches, and a wrong match puts the wrong name on someone.

  • Ghost detections are no longer counted

    A person is counted only after being tracked for about a second, so a detection that flickers on a single frame no longer raises the people count, and two boxes on one person count once. A person's box appears on the live view about a second later than before.

  • Far-away people are no longer judged

    A person must be at least 40 px tall in the picture to be counted, and 140 px to be checked for gloves or boots (helmets and vests stay at 80 px), so people too small to see properly stop raising new violations nobody could verify. A violation whose person walked out of view, or too far away to be checked, now ends when it was last checked; the person stays marked while they are still followed. To be recognised again or listed under People a person must be at least 100 px tall; smaller people are still counted.

  • Analysed pictures judge each person alone

    In the Test bench, a person whose picture could not be cut out, for example at the edge of the frame, no longer blanks everybody else's PPE. A person too small in the picture is also no longer reported as missing gloves or boots that cannot be checked at that size. Anyone who could not be checked for every required item now reads as not decided, never as compliant or as missing something.

Users and access

  • Live video stops when access ends

    When an account is disabled or deleted, a password change is forced, or a session ends or runs out, its live camera video now stops straight away, as its other live connections already did. Before, an open video tile kept playing until the page was reloaded.

Look and settings

  • Status colours are easier to read

    The green, amber and red used for status words such as "Passed" and "1 missing" are slightly darker in the light theme, and the red is slightly lighter in the dark theme, so small text on a coloured chip meets the standard for readable contrast.

  • Collapsed sidebar shows only the logo

    On a site without its own logo, the collapsed sidebar showed a small mark with the first letter of the name cut off beside it. It now shows the mark at full size and nothing else, and the mark is full size when the sidebar is open too.

  • Ids, reviewed counts and plain access messages

    The People page now counts ids, because one person can appear under more than one. The Analytics tile that said Precision now says how many events a person has reviewed, and a message about missing access now says what your role cannot do and to ask an administrator.

  • Clashing settings are caught together

    Settings now refuse a pair that contradicts itself: the level for "absent" must stay under the level for "present", and the free space where recording pauses must stay under the free space retention aims to keep. The message appears under the field to change.

  • Clear events also clears counting history

    Clearing events in the developer tools now also clears the counting history for the same period, so time in compliance never sits beside zero violations. The confirm text says so.

  • What's New fits on one screen

    A long list of changes is now folded into one row per page, with up to three plain lines on top saying what the release comes to. Open a row to see its changes and a change to read the detail; earlier releases are one line each. Nothing was removed.

Version 1.0.189A friendlier sign-in, who sees what, a finished Overview, and simpler camera setup18 changes

Overview

  • Overview shows what needs attention first

    A new list puts open violations, cameras that stopped reporting and events waiting for review in order of urgency, each one a click from where you deal with it. The Last 24 h tile becomes a violations chart you can switch between 24 hours and 7 days, with the period before for comparison, and the cameras sit in a compact grid that opens on whichever one needs you.

Cameras

  • A local and an outside address per camera

    A camera you reach through an outside address can now keep its address on the site network too. The server connects locally whenever it can reach the camera there, which gives the steadiest picture, and uses the outside address when it cannot.

  • Camera login has its own fields

    The camera form asks for the user name and password apart from the address, so nobody has to write them into a link. If a camera needs a login, or refuses the one you typed, you are told when you save instead of finding the camera offline later.

Signing in

  • Stay signed in on trusted devices

    The sign-in page now has a "Keep me signed in" box, so you are not asked again for the number of days it names. Leave it unticked on a shared computer.

  • Caps Lock warning and clearer messages

    The password field tells you when Caps Lock is on, and a failed sign-in says plainly what went wrong, from a wrong password to a server that cannot be reached. If you are signed out while a page is open, for example because your password was reset on another device, the next thing the page does takes you to the sign-in page, which says so.

  • Ask for access from the sign-in page

    Anyone can request an account with a name, email and password, and an optional note on who they are. A strength meter helps pick a good password, each problem is shown under its own field, and an administrator reviews every request.

  • Reset a forgotten password with a link

    "Forgot password?" asks your administrator to reset it, and gives the same answer whether or not the address has an account. They hand you a one-time link that sets a new password and signs you out everywhere else; an expired or used link says so and lets you ask again.

  • A waiting screen until you are approved

    After asking for access you can sign in and see that your request is waiting, with the date it was sent. The page checks every few seconds and opens the app the moment an administrator approves you, with no cameras or events shown before then.

  • Change your own password any time

    "Change password" is now in the account menu, and a temporary password from an administrator takes you straight to choosing your own. Changing it signs you out everywhere else.

  • Sign-in and access settings

    A new Sign-in & access section in Settings turns requests for access on or off, sets how many days "Keep me signed in" lasts, and sets how long password reset and invitation links stay valid.

  • Sign-in and sign-out leave nothing behind

    A sign-in link can no longer send you on to another website after you sign in. When someone signs out, or their session ends, the next person to sign in on the same screen no longer sees their requests and alerts.

Users and access

  • Review access requests on the Users page

    A new Requests tab on the Users page lists everyone waiting for access, with their note, when they asked (and the address they asked from, when the server can see it), and a count on the tab. Pick a role, then approve or reject; a rejection can carry a private reason for the audit log, and a switch turns requests on the sign-in page off.

  • Hand over a reset link or temporary password

    For people who forgot their password, create a one-time reset link or set a temporary password they must replace at their next sign-in. It is shown once with a Copy button, and on a site without a clipboard the text is selected for you to copy by hand. Accounts that are waiting, refused or switched off cannot be given one.

  • Invite people by link

    "Invite" on the Users page creates the account with the role you choose and a one-time link for the person to set their own password. The Users table also now shows whether each account is active, pending, rejected or disabled.

  • Administrators hear about requests at once

    A request for access or a forgotten password rings the bell, raises a toast with a Review button, and is listed at the top of the notifications. The Users entry in the sidebar shows how many are still waiting, even for requests that arrived while nobody was looking.

  • Developer tools list everything audit clears

    In Settings → Developer tools, the Audit log option now says that it also clears the one-time reset and invite links and the password-reset queue, so clearing it no longer removes them without warning.

  • Viewers no longer see names or faces

    Names, face pictures, the People page and the person on each event now need a new People permission, which admins, supervisors and reviewers have. A viewer, such as an account left signed in on a wall display, still sees the cameras, the Monitor and the events, but no names, faces or person ids (track lists and alert rows show the track number), so a screen anyone can walk past shows no one's identity. A change of role now takes effect in a page that is already open.

  • Refused requests are removed after 30 days

    A request for access that an admin refuses now stays on the Users page for 30 days, in case the decision changes, and is then deleted with the person's details. After that the same address can ask again.

Version 1.0.78A cleaner sidebar, with help one click away6 changes
  • A clearer, calmer sidebar

    The page you are on is marked with a bar, and the other pages sit quieter until you point at them. Your site's logo now shows whole instead of cropped, and the site name only appears when it differs from the product name.

  • Documents and the live demo in the sidebar

    A new Help section opens the user manual, the quick reference and the other documents, and a clickable demo of the finished system, each in a new tab.

  • Switch light or dark in one click

    The theme button in the top bar now flips between light and dark straight away, instead of opening a menu.

  • Your logo on the browser tab

    The browser tab shows your site's logo, fitted whole into the icon, or the default mark when no logo is set.

  • What's New reads more easily

    The release notes no longer open with a bright outline around them, and the Latest label is easier to read in both themes.

  • The light theme stays as designed

    Browsers set to darken every website, such as Chrome's automatic dark mode or a dark-mode add-on, no longer repaint the light theme into washed-out pictures and bright grid lines. For a dark look, use the theme button.

Version 1.0.45Security mode and a new sign-in7 changes
  • Switch any camera to security mode

    Each camera now has a mode, PPE or Security. A security camera tracks people but raises no PPE events, and its PPE rules are kept, paused, until you switch it back. Change it in the Mode column on the Cameras page, or when you add or edit a camera.

  • Switch PPE checking off site-wide

    Settings → Detection now has a PPE checking switch for the whole site, and turning it off asks you to confirm first. Off, every camera behaves as a security camera: people are still tracked, no new PPE events are raised, and open ones stay on record. Each camera keeps its own mode and rules, so switching it back on restores them.

  • Switch face recognition on or off

    Settings → Detection now holds the face recognition switch. When it is on, people you have named are recognised on any camera and on later days whenever their face is visible; masks and respirators hide it. Face data of people you have not named is deleted after 7 days by default, and you can change that there.

  • A redesigned sign-in page

    On larger screens the sign-in form now sits beside your site's branding and a short animated look at what the system detects; smaller screens keep just the form. A branded loading screen also appears when the app is slow to start, and pages ease in as you move between them.

  • Failed PPE model loads are flagged

    If the PPE model cannot be loaded, the header's status dot now reads “Vision online, PPE model failed to load” and Overview explains that PPE cameras are not being checked. The system tries again about every five minutes and starts checking by itself once the model loads.

  • Class map changes apply without a restart

    A class map you save on the Models page, or a change to your PPE types, now takes effect within about 15 seconds. There is no need to restart anything or re-activate the model.

  • Test bench checks the PPE you pick

    Checking an image in the Test bench now judges only the PPE ticked under Required PPE, as video runs already did. Before, an image was always checked against every enabled PPE type.

See it on your own cameras.

Start with the live demo, then try it on a site: one server, the CCTV you already have, and your own brand.