Video analytics and CV
Defects and quality control on the line
AI finds defects in the stream: alerts to the floor lead, a shift log, a 3–6 week pilot on 2–4 cameras.
Computer vision scenarios
QUALITY
Defects and quality control
Conveyor defects before shipment: surface, shape, completeness.
- Pilot from 250,000 ₽ · 3–6 weeks
- Alerts to the floor lead and a shift log
- Detection metrics in the contract
- Cloud or on-prem inference
HSE
PPE and occupational safety
Hard hat, vest, zone — an alert at the moment of the violation.
- Construction, shop floor, warehouse
- PPE rules by zone
- Summary for occupational safety
- Scale after the pilot
HUB
Video analytics hubs
Full catalog: production, HSE, warehouse, retail — estimate and a pilot program.
- Scenario grid
- Mirum-format pilot program
- Estimate drivers
- FAQ on cameras and metrics
Cases for this direction
Cases: Video analytics & CV
Cameras, CV stack, and contour
Cameras
We spec for the scenario: conveyor, PPE, perimeter, floor traffic.
- IP ONVIF / RTSP: 2–8 MP, a stable stream
- Industrial machine-vision for high line speed
- PTZ and perimeter when needed
- Existing cameras — if light and angle fit
CV software
- PyTorch, OpenCV, TensorRT, YOLO / custom detectors
- Labeling and training on site frames
- Alerts to Telegram, a log, MES / CRM
- Edge inference on a GPU at the site or a server in the contour
Data security
- On-prem if frames must not leave the site
- Roles for access to the event archive
- Pilot criteria with no “95% out of the box” promise
Go deeper
How we launch a pilot
- 01
Site review
Cameras, light, 1–2 scenarios, what counts as an event.
- 02
Training and alerts
Labeling, model, notification channel, thresholds with the floor lead.
- 03
Acceptance and scale
Pilot metrics → next zones and sites.
Guides
from 250,000 ₽
Software pilot on 1 zone (cameras — by agreement)
3–6 wks
Typical CV pilot timeline
2–4 cameras
A start without “the whole plant at once”
Request a video analytics pilot
Describe the site and scenario — we will return a range, timeline, and success criteria in 1–2 business days.
