A gesture is a pattern which may be static, dynamic or both, and is a form of nonverbal communication in which bodily motions convey information. Communication is an important aspect when it comes to share or express information, feelings, and it brings people closer to each other with better understanding. When it comes to disabled persons for example deaf and dumb people, it becomes tougher for them to communicate using natural language. So, they use sign language to communicate with themselves and with entire world. But normal people find it difficult to understand sign language as they do not have mostly any prior education or experience in this. This project goal is to take the simple step in connecting the social and Communication Bridge between regular people and the disabled people with the help of Indian Sign Language.