README.md

Sign Language Learning Application

Prerequisites

• Node.js (v18 or higher)
• Python 3.8 or higher
• pip (Python package manager)

Setup Instructions

1. Install Python Dependencies:

pip install mediapipe numpy

2. Install Node.js Dependencies:

npm install

3. Start the Backend Server:

npm run server

4. Start the Frontend Development Server (in a new terminal):

npm run dev

Project Structure

├── public/
│   └── videos/          # Sign language video files
│       ├── alphabet/    
│       ├── numbers/     
│       ├── colors/      
│       └── greetings/   
├── server/
│   ├── index.js         # Express server
│   └── python/          # Python ML model
└── src/                 # React frontend

Development

• Frontend runs on: http://localhost:5173
• Backend runs on: http://localhost:3001

Adding New Signs

1. Place video files in the appropriate directory under public/videos/
2. Update the signs data in src/data/signs.ts

Troubleshooting

• If the webcam doesn't work, ensure you've granted browser permissions
• If Python errors occur, verify all dependencies are installed
• For backend connection issues, check if both servers are running