SignSpeak AI
SignSpeak AI is an AI-powered accessibility tool that uses computer vision and deep learning to recognize and translate sign language gestures in real time. Built with TensorFlow.js and MediaPipe for hand landmark detection, it converts ASL gestures into readable text and speech output, making communication seamless for the hearing-impaired community.
Key System Features & Architecture:
- Real-time hand gesture recognition via webcam using MediaPipe
- Deep learning model trained on ASL gesture datasets
- Text-to-speech output for translated sign language
- Responsive web interface with live prediction confidence scores