Projects using Python in SuratProjects using Python in SuratPDS-Netra is an AI-powered Smart CCTV Surveillance System that transforms traditional cameras into intelligent monitoring units. It performs real-time face recognition, unauthorized access detection, animal intrusion detection, and fire alerts. Built with Python, YOLO, FastAPI, PostgreSQL, and NVIDIA Jetson, the system provides a centralized command dashboard with live alerts, acknowledgment workflow, and analytics. Designed to scale across 250+ sites for government and enterprise use.