Traffic Tracking System

A web application that detects and tracks vehicles in images and videos using machine learning.

Features

• Upload images/videos for vehicle detection
• Count vehicles in media
• Extract vehicle numbers using OCR
• Real-time processing feedback
• Download processed results

Tech Stack

Frontend

• React 18
• TypeScript
• Vite
• Styled Components

Backend

• Flask
• OpenCV
• TensorFlow
• Python-OCR

Project Structure

traffic-tracking-system/
├── frontend/                # React + TypeScript frontend
│   ├── src/
│   │   ├── components/     # React components
│   │   ├── services/       # API integration
│   │   ├── styles/         # Global styles
│   │   └── types/         # TypeScript definitions
│   └── ...
├── backend/                # Flask backend
│   ├── api/               # API endpoints
│   ├── models/            # ML model interfaces
│   └── utils/             # Helper functions
└── models/                # ML model weights

Setup Instructions

Frontend Setup

cd frontend
npm install
npm run dev

Backend Setup

cd backend
python -m venv venv
venv\Scripts\activate
pip install -r requirements.txt
python app.py

Development

• Frontend runs on http://localhost:5173
• Backend runs on http://localhost:5000

Contributors

• [Garima Shrivastava]

License

MIT License