The Silent Voice - Communication Interface for Deaf and Dumb People
Chahat Sharma · International Journal for Research in Applied Science and Engineering Technology · 2020
Hand gesture is a channel of communication between dumb and deaf people. Hand gestures are physical movement by using eyes and hands and non-physical movement is facial appearance, head movement, body position etc. Contemporarily, there are innumerous techniques for capturing and recognizing the hand gestures. Substantial literature exists and extensive analysis, groundwork, exploration and inquisition has been done till now regarding gesture identification systems to resolve communication problem with the disabled (visual and hearing impaired) people and how it can be used with respect to real time. This paper presents the method of developing such a system using latest learning techniques such as CNN and its scope of implementing it for because not every single typical person can comprehend the gesture based communication. Paper also discusses about certain areas and the future research which can be done in regard to CNN for efficient application of the technique in studying the complexities prevailing in the usage of the system.