Who says you need expensive hardware and powerful GPUs to build an industrial safety AI system?
In this project, we challenge the limits of Edge Computing by building a fully functional HSE (Health, Safety, and Environment) Vision Alarm System running smoothly on a standard CPU!
5 Features of the System:
- Interactive Virtual Fence: Simply click 4 points on the live video feed to draw a custom, semi-transparent red alert zone (ROI).
- Ultra-Fast Edge AI: Powered by the YOLO Nano model optimized for CPU, accurately tracking the position of human feet in real-time.
- Smart Anti-False Alarm: Built-in 1-second delay mechanism. The alarm only triggers if a person stays in the danger zone , eliminating false positives!
- Instant Audio & Visual Alerts: The system blasts a high-frequency warning beep, auto-saves a snapshot with bounding boxes, and updates the UI history list instantly.
- Multi-Camera Smart Memory: Seamlessly switch between multiple USB/IP cameras. The system automatically saves and loads specific ROI coordinates for each individual camera!

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