Using computer vision with cv2 and the ultralytics YOLO model, this project tracks customers in checkout lines to calculate their wait times. Roboflow's Supervision annotates videos in real-time, highlighting zones and displaying wait times. 📸⏱️
Computer-vision crowd monitoring pipeline built on FIDTM localization, with polygon zone analysis, rule-based risk classification, refined analytics, a Streamlit dashboard, and an LLM-based decision-support assistant. Bachelor thesis, German University in Cairo
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