Traffic Analyzer is an AI-powered web application designed for government agencies to analyze traffic patterns for their future optimization on traffic light durations. It uses YOLO (Object Detection) and an LSTM (RNN) Model to process traffic video footage and predict future traffic flow.
- Use "pip install -r requirements.txt" to install all the dependencies needed
- Video Processing with YOLO & OpenCV
- AI Traffic Prediction (LSTM Model): Predicts future traffic flow trends.
- Web Interface (React.js): Allows users to upload videos and view predictions.
- Backend API (Node.js + Express.js): Handles video processing and AI model execution.
- Deployment on Microsoft Azure: Fully hosted backend & frontend on Azure.