occupancy-monitoring

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

• Updated Jan 8, 2026
• Python

🎥 Detect and track people in real-time, counting entries and exits with YOLOv11 for effective foot-traffic analytics and space utilization insights.

python data-science machine-learning automation computer-vision object-detection object-tracking video-analytics ai-iot ultralytics retail-analytics yolo11 foot-traffic-analysis occupancy-monitoring polygon-roi

• Updated Sep 6, 2026
• Python

Cloud-powered smart campus digital twin platform for real-time occupancy monitoring, building utilization analytics, AI-driven insights, and WebSocket-based live updates.

aws aws-lambda reactjs api-gateway websocket data-visualization cloud-computing socketio amazon-dynamodb analytics-dashboard realtime-dashboard decision-support-system digital-twin campus-management smart-campus facility-management smart-infrastructure iot-ready occupancy-monitoring campus-analytics

• Updated Jun 22, 2026

ESP32 + HLK-LD2450 radar monitor with USB desktop app, web UI, rectangular zones and calibration

python esp32 platformio tkinter mmwave-radar ld2450 occupancy-monitoring

• Updated Aug 24, 2026
• Python