The Problem Over 466 million people worldwide have disabling hearing loss. Communication between deaf/hard-of-hearing individuals and those who don't know sign language remains a significant challenge in daily interactions, healthcare, education, and emergency situations.
Our Solution VocalHands provides an accessible, real-time translation tool that:
Requires only a standard webcam Works offline (no internet required for detection) Achieves 98.5% accuracy on ASL alphabet recognition Builds sentences automatically from detected signs Can be deployed as a web application for broader accessibility

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