OpenNVR is a security-first, open-source AI-powered NVR platform. Built for scalability and flexibility, it supports real-time video processing and a plug-and-play AI adapter layer—allowing you to integrate any model and build limitless intelligent video applications. Offline-first, air-gapped capable, AGPLv3. A Frigate and ZoneMinder alternative.

A ROS 2 Humble + Gazebo Harmonic based drone surveillance simulation.

It is done using MATLAB (Matrix Laboratory). Independent Project.

The aim of this project is to create a real-time violence detection system using a custom-trained YOLO model. This system is designed to analyze video feeds, identify potential violent behavior, and issue alerts for immediate action.

📷 Create real-time object availability checker for surveillance application with StarkSPY

A Flask based Backend Server for Remote Access of Survelliance System

LittleBrother Security System, is a smart home surveillance security system

AI-powered real-time video anomaly detection using CNN + LSTM, trained on UCF Crime Dataset

A secure, local baby monitor application that turns your webcam into a private streaming device. Features motion detection, dark mode, and QR code connection. No cloud required.

Project Panoptic aims to bring transparency and accountability to the relevant government stakeholders involved in the deployment and implementation of facial recognition technology (FRT) projects in India

Real-Time Disease Surveillance Dashboard — Outbreak Monitoring for URTI, Measles, Diarrhoeal Diseases