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hazard-detection

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yihong1120 / Construction-Hazard-Detection

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Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

nginx machine-learning computer-vision deep-learning clustering image-processing artificial-intelligence apis object-detection post-processing restful-api hazard-detection hdbscan data-annotation model-training real-time-detection fastapi yolov8 alert-system yolo11
  • Updated Nov 17, 2024
  • Python

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