Real-time crowd detection using cameras L People counting system (Al-based) In Crowd density analysis dashboard
- Overcrowding alerts (SMS/App notification) Automatic route suggestion to reduce congestion # Live monitoring via web/mobile app • Technologies Used Programming: Python AI/ML: OpenCV, TensorFlow / YOLO (object detection) loT: Arduino / Raspberry Pi (for sensors) Database: Firebase / MySQL Frontend: HTML, CSS, JavaScript (or React) Backend: Flask / Node.js • System Architecture Camera captures live video Al model detects and counts people Data sent to server Dashboard displays crowd density Alerts triggered if threshold exceeds
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