Sign Language Recognition

The primary concern of this project is to take American Sign Language (ASL) data through live camera feed and convert those letters (alphabets) and information into plain text. Additionally, this research also focuses on creating a framework that could help converting the sign language in real time thus breaking the language barrier for the people in need. For the research, we have used You Only look Once (YOLO) model, executing in real time extracting discriminating spatialtemporal data without any prior knowledge in the domain. To the best of our knowledge, this is a rare study using only YOLO model to demonstrate bidirectional sign language communication in real time in the American Sign Language (ASL).