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public-safety

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Predictive Guardians: An AI-driven crime prevention solution utilizing advanced analytics, machine learning, and optimization. Uncover crime patterns, profile offenders, forecast trends, and allocate resources optimally. Empower agencies with actionable insights to proactively build safer communities. 🚔💻🌍

  • Updated Mar 8, 2025
  • Python

A Python notebook demonstrating an Intrusion Detection System for surveillance videos using OpenCV, focusing on real-time threat detection and alert notifications.

  • Updated May 12, 2024
  • Jupyter Notebook

The Smart Surveillance System is an AI-powered real-time surveillance system for face recognition, shoplifting detection, and arson detection using deep learning (BlazeFace, ResNet50, LRCN) with a PyQt6 interface for multi-camera management and alert monitoring. Built with TensorFlow, PaddlePaddle, and OpenCV.

  • Updated Aug 1, 2025
  • Jupyter Notebook
Emergency_Management_and_Coordination_System

A multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.

  • Updated Apr 19, 2021
  • Python

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