A real-time bidirectional people counting and foot-traffic analytics system powered by YOLOv11 and OpenCV. Features multi-object tracking (MOT), dual-polygon region-of-interest (ROI) logic for entry/exit detection, and automated video reporting. Perfect for retail analytics and smart occupancy monitoring.
python opencv data-science machine-learning automation computer-vision deep-learning object-detection object-tracking video-analytics real-time-detection people-counting ai-iot ultralytics cvzone retail-analytics yolo11 foot-traffic-analysis occupancy-monitoring polygon-roi
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Updated
Jan 8, 2026 - Python