Multilingual Hand Gesture Recognition for Deaf and Dumb People Using NLP and CV

A Multilingual Hand Gesture Recognition for Deaf and Dumb people using NLP and CV is a technology that converts sign language gestures into spoken language or text and vice versa, facilitating communication between sign language users and non-users. Our project aims to transform real-time communication by translating hand gestures into multiple languages and providing humanized text during video calls. Index Terms- Sign Language Translation, Real-Time Communication, Hand Gesture Recognition, Multilingual Translation, Natural Language Processing(NLP), Gesture-to- Text Conversion.