SilentTalk is a full-stack web application that recognizes American Sign Language (ASL) letters in real time.
Built with Python, TensorFlow, and a custom front-end interface, the system classifies hand-signed letters and displays live predictions through the web app.
Trained on ~50,000 custom images and achieves over 90% accuracy on test samples.
Built to explore how AI can improve accessibility and human-computer interaction.
Tech stack: Python · TensorFlow · JavaScript · HTML/CSS · Computer Vision · Deep Learning
🎥 Watch the demo on YouTube (https://youtu.be/MuX_m5dPpj4)