SignAI - Sign Language Recognition System

A real-time sign language recognition system that uses computer vision and machine learning to translate sign language gestures into text.

Features

• Real-time sign language recognition
• Support for Indian Sign Language (ISL)
• Web-based interface
• Firebase integration for user history
• TensorFlow-based ML model

Tech Stack

• Python
• TensorFlow
• OpenCV
• Flask
• Firebase
• MediaPipe

Setup

1. Clone the repository
2. Install dependencies: pip install -r requirements.txt
3. Set up Firebase credentials
4. Run the application: python run.py

Project Structure

• app/ - Main application code
• model_cache/ - ML model storage
• tests/ - Test files
• docs/ - Documentation

License

MIT License