An Hand Gesture Smart Translation System for Differently Abled People

Among the nonverbal forms of communication techniques utilized in sign language is hand signals. People who are deaf or hard of hearing or speech frequently utilize it. They struggle to communicate with others or with each other. Numerous manufacturers worldwide have produced a variety of sign language systems, however they are inefficient and incompatible with one another in terms of cost. Our works objective is to develop a deaf communication system. There are two sections to this project. (1)Sign language conversion from the audio messages (2) Converting pictures and videos into speech or text. In the first section we will examine, audio is taken as input, the recorded spoken message is converted into text, and Hindi Sign language graphics or GIFs are displayed. The hearing and the deaf can communicate more easily when this method is used. In the second group, we gather the photographs, use CNN to train them, and display the outcomes.