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cctv-monitoring

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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

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 Jul 19, 2025
  • Python

This project focuses on developing an Automated Classroom Attendance System leveraging Deep Learning and Transformer models to accurately count students in classrooms. By addressing challenges like occlusions, overlapping individuals, and varied lighting conditions, the system ensures high accuracy and robust performance in real-world scenarios.

  • Updated Jul 28, 2025
  • JavaScript

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