SignTalk is an innovative, ML-powered sign language interpreter designed to bridge communication gaps. Employing MediaPipe for real-time detection of body and hand signs, integrated with an advanced LSTM model, our system adeptly translates sign language into its corresponding text. This instantaneous translation process not only captures the essence of the communication but also displays the textual interpretation of each sign, bridging communication gaps effectively. Such groundbreaking technology promises to enhance communication for the deaf and hard of hearing, making interactions more inclusive and accessible.
- Real-Time Sign Language Detection
- LSTM-Powered Action Detection
- Intuitive TensorFlow and Keras Integration
- User-Friendly Application Interface
- FieldComputer Vision, LSTM Neural Network
- LibrariesMediaPipe, Keras, Tensorflow
- StackPython
- Sourcegithub.com/krheng14/SignTalk
