vietanhlee/Smart-Traffic-Monitoring-System
An intelligent traffic monitoring system that collects traffic flow and metrics including average speed and vehicle counts for each road. Features real-time data visualization with interactive dashboards and an integrated AI Agent chatbot for querying processed traffic data in real-time.
Leverages YOLO with INT8 quantization (OpenVINO/TensorRT) and ByteTrack for multi-object tracking, processing multiple video streams in parallel subprocesses that feed shared memory to a FastAPI backend. The ReAct Agent built on LangGraph enables natural language querying over traffic data, while WebSocket streaming delivers real-time frames and metrics to a React frontend, supporting both CPU and GPU inference modes.
Stars
31
Forks
8
Language
TypeScript
License
Apache-2.0
Category
Last pushed
Nov 15, 2025
Commits (30d)
0
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