Sayanika Raha

The Problem Communication is a fundamental human right, yet millions of deaf and hard-of-hearing individuals in India face daily challenges due to the limited awareness and use of sign language among the general population. This communication gap leads to: Social isolation Barriers in education Limited access to healthcare Fewer employment opportunities Our Solution We introduce an intelligent, real-time sign language translation system powered by computer vision and machine learning. Key features include: Multilingual support (English, Hindi, Spanish, French, and more) Facial expression detection to enhance emotional context Bidirectional communication between signers and non-signers This system enables seamless, inclusive, and accessible communication, empowering the deaf and mute community with independence and equal opportunity