Overview
Chakshu is an advanced Computer Vision campus security platform built with Deep Learning models including YOLOv8 and YOLOv11 for facial recognition, weapon detection, and fight detection on live CCTV streams. Deployed on NVIDIA Jetson Orin NX and optimized with DeepStream, the system utilizes a modern Next.js and React frontend with a Node.js backend to provide real-time alerts.
Status: Production
Technologies & Stack
- YOLOv8
- YOLOv11
- OpenCV
- FastAPI
- React
- Node.js
- MongoDB
Architecture & Pipeline
- CCTV Feed
- YOLOv8 Inference
- Face ID
- Threat Classifier
- Alert Pipeline
Outcomes & Metrics
- Detection types: 4
- Dashboards: 2
- Models: YOLOv8 + v11