Abstract

This research paper describes the design and im- plementation of a two-way sign language translator for deaf- mute and hearing individuals. The device uses a hand gesture recognition system to translate sign language into text for hearing individuals and converts text into sign language videos for deaf- mute individuals. The paper goes over the technical challenges and solutions involved in creating a legitimate system that recognizes gestures and a sign language video generation system. The results of the user testing with deaf-mute and hearing individuals show that the device has high accuracy and is user-friendly. The two-way sign language translator has the possibility of enhancing communication and accessibility in daily interactions for deaf-mute people.