01
The difficult problem
Manual observation could not continuously cover safety behaviour across active operational zones.
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Industrial safety intelligence
SafeVision
An on-premise safety and compliance system for person tracking, PPE detection and operational reporting.
VisionEdgeInfrastructure
The brief
Built around the hard part.
02
The intelligence built
Detection and tracking create event-level compliance evidence without sending video to the cloud.
System architecture
How the system works.
The model is one layer. The value comes from connecting inputs, intelligence and production action as one accountable system.
- 01
Camera ingestion
Acquire and structure the operating signal.
- 02
Detection and tracking
Transform it through the model, rules and control layer.
- 03
Local reporting
Deliver a decision, artifact or action into production.
In production
Where it runs.
Deployment
Packaged on-premise application with local database and operator console.
What it changes
Continuous site awareness and reviewable daily compliance evidence.
Production stack
- YOLOv8
- ByteTrack
- InsightFace
- PyQt5
- SQLite
- OpenCV