soumyagautam / Sign-Sense

Deep Learning and Neural Network based Sign Sense or 'Sign Language' to Speech converter is an desktop app which can detect hand signs in a frame and can convert them to Speech, according to their respective meaning. Opposite to this, it can also recognise your voice and can convert it to sign language.

Sign-Sense

Deep Learning and Neural Network based Sign Sense is an desktop app made for deaf/ dumb people. This will allow them to talk to anybody rather than just those who can understand their language.

Features:

1. Sign2Speech can detect hand signs in a frame and can convert them to Speech, according to their respective meaning using mediapipe, keras, cv2, numpy, etc.
2. Opposite to this, Speech2Sign can also recognise your voice and can convert it to sign language using speech recognition and OpenAI's Whisper API.