DISHA: Stress Free Bi-direction Communication for Deaf and Dumb people through AI and ML

The societal difficulties surrounding disability, especially those affecting the deaf and dumb, have gained increasing attention since the advent of artificial intelligence and the revolution of internet technology. Depression and despair among people with disabilities have been almost completely eradicated because of the easy communication with their chosen individuals. Both the general public and members of their community can communicate with them, and they are easily trainable. Fair bi-directional communication with both normal and impaired persons has been demonstrated with reasonable accuracy by our proposed system DISHA. Our research focus is on bridging the gap between sign language users and those who don’t understand it. Deaf or mute persons can communicate their emotions through video conferencing in a way that the general public can understand, or vice versa. in conjunction with AI and ML. With our suggested approach, they could be able to obtain employment and live comfortable lives like the rest of us.