Millions of people with speech and hearing impairments communicate with sign languages every day. For hearingimpaired people, gesture recognition is a natural way of communicating, much like voice recognition is for most people. In this
study, we look at the issue of translating/converting sign language to text and propose a better solution based on machine
learning techniques.