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SilentTalk — Real-Time ASL Letter Translator

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.

Screenshot 2025-10-13 122618

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)

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Real-time ASL letter translator using Python, TensorFlow, and a full-stack web interface

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python machine-learning computer-vision deep-learning accessibility tensorflow asl fullstack

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