Real-Time Video AI Analysis Platform
A production-ready video streaming platform with real-time AI logo detection, demonstrating scalable microservices architecture and modern web technologies.
Quick Demo
docker compose up
Test the system:
- Open http://localhost:3000 (frontend)
- Start webcam stream or use RTMP from OBS
- Show logos from
/logos/folder to camera for real-time detection - Watch live detection results and visual overlays
Architecture Overview
Tech Stack
- Backend: Django + Channels, Celery, PostgreSQL, Redis
- AI/ML: PyTorch + CLIP, OpenCV
- Frontend: Angular 17, WebSockets, HLS.js
- Infrastructure: Docker, Kubernetes, NGINX
This project aims to demonstrate full-stack capabilities: AI/ML integration, real-time systems, cloud-native architecture, and modern web development.