Overview
Industrial safety compliance system built at Stackfusion utilizing Computer Vision and Deep Learning. Features a multi-class YOLOv4 PPE detection pipeline processing live CCTV feeds, accelerated for inference using NVIDIA DeepStream for real-time threat detection and worker safety monitoring.
Status: Production
Technologies & Stack
- YOLOv4
- Python
- OpenCV
- CVAT
Architecture & Pipeline
- CCTV Feed
- Frame Sampler
- YOLOv4 Detector
- Compliance Rules
- Safety Alert
Outcomes & Metrics
- Model: YOLOv4
- Labelling: CVAT
- Domain: Industrial Safety