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cctv-monitoring

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A production-grade, deep-learning-based anomaly detection system for CCTV surveillance footage. This project uses a PyTorch-based Convolutional Autoencoder to achieve high precision in identifying unusual events. The system is deployed as a scalable REST API using FastAPI and Docker, enabling real-time video analysis. It also includes an MLOps.

  • Updated Jan 14, 2026
  • Python

YOLOv8 handles real-time object detection, spotting people, vehicles, and activity around your home. Potential threats are then analyzed and summarized by ChatGPT, turning raw detections into clear security logs. Together, they provide an AI-powered CCTV system that both sees and thinks.

  • Updated Sep 28, 2025
  • Python

Netr is a cross-platform application designed to monitor CCTV cameras securely over both local networks (Intranet) and remote connections (Internet via SSH tunneling). Built for Mobile, Android TV, FireStick, and Desktop environments.

  • Updated Jul 30, 2026
  • Dart

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