A sign language interpreter using live video feed from the camera.

The primary objective of this project is to build a Real-Time Gesture Recognition Model. This model can be proposed as a baseline model for sign interpreter, which automatically converts sign language into written output to make communication for dumb people easy.

A sign language interpreter using live video feed from the camera.

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

This project will focus on sign language translation using wearable devices, which is able to help people having troubles with hearing and speaking in real world scenarios 😄

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

Sign2Sound is dedicated to revolutionizing communication for non-verbal individuals by seamlessly translating sign language gestures into understandable speech in real-time. By bridging the gap between sign language users and those unfamiliar with it, Sign2Sound promotes inclusivity and accessibility, ultimately enriching quality of life for all.

A YOLOv5 model developed from scratch to convey the signs to a blind perosn and can generate the text out from the signs made by mute person. It is a prototype to showcase the possibility on developing a interpreter for mute and blind people.

🤟 GESTEROIC is an e-learning platform that helps the deaf community learn Pakistan Sign Language through video lectures, quizzes, progress tracking, and a community-driven SignHub for gesture sharing.