AI-powered multi-camera surveillance with posture classification, fall/inactivity detection, heatmaps, and real-time alerts. Built using OpenCV, MediaPipe, Streamlit & Flask.

Foundational framework for mission-critical surveillance, autonomous video intelligence, and situational awareness.

A pattern analysis report investigating how the “paperclip maximizer” AGI narrative distracts from real-time deployment of human-controlled surveillance systems. Includes documentation, funding trails, suppression tactics, and policy implications.

🔒📱 A portable security monitoring system that transforms your phone into a command center for AI-powered surveillance - featuring real-time person detection, instant push notifications, and seamless ESP32 hardware integration for complete peace of mind anywhere, anytime.

An Offline AI powered android app which can detect any human using the phone camera and send a SMS alert to the owner.

Smart AI Surveillance System for Campus Anomaly Detection using YOLOv8

AI-powered Smart City surveillance system that detects anomalies like fire, smoke, or accidents using YOLO, sends real-time alerts via email, and stores events in Supabase for monitoring and analysis.

AI Smart Surveillance System is a real-time computer vision project that detects intrusion, fights, suspicious movement, and aggressive behavior from live video. It uses person detection, tracking, pose estimation, and facial analysis to trigger voice alerts, email notifications, and save incident clips for security monitoring.

AI-powered offline exam surveillance using computer vision and ML. Detects cheating through face, gaze, and object tracking without internet. Includes a future-ready React + Django dashboard.

Decision-aware AI surveillance system with YOLOv8 weapon detection, contextual risk scoring, temporal validation, evidence capture, and automated SMS alerting.