Real-Time Multi-Class Safety Detection Pipeline
Production C++/GStreamer pipeline on Hailo edge AI hardware for real-time multi-class safety detection at 30 FPS.
Duration
2024 - Now
Client
AWENTIA
Tech stack
Computer VisionEdge AIHailoGStreamer
- Built a production C++/GStreamer pipeline on Hailo edge AI hardware to detect humans, animals, industrial tools, and machinery in real time.
- Integrated a Global Shutter camera to counter machine vibration and reduce motion blur.
- Optimized YOLO inference and stream processing to deliver stable 30 FPS end-to-end performance.