https://jaypolra.github.io/tags/deepsort/DeepSORTHugo Blox Builder (https://hugoblox.com)en-usWed, 01 Jan 2025 00:00:00 +0000https://jaypolra.github.io/media/icon_hu_3943bc2ea2cd9fa1.pnghttps://jaypolra.github.io/tags/deepsort/https://jaypolra.github.io/project/ai-hazard-recognition/Wed, 01 Jan 2025 00:00:00 +0000https://jaypolra.github.io/project/ai-hazard-recognition/<p>The core research problem: how does a detection-based safety system stay reliable when part of the physical environment is physically invisible to the camera?</p> <p>Detection alone fails here. A vehicle that disappears into a blind spot does not mean the zone is safe. Built entry-exit state tracking as a conservative safety heuristic: assume worst case until exit is confirmed by a boundary camera.</p> <p>Built blocker-aware zone isolation across 4 sequential camera feeds. Real-time pipeline runs YOLO detection and DeepSORT tracking at 8 FPS with under 50ms zone state updates. Full React dashboard for safety officer monitoring.</p>