We help the deaf and the dumb to communicate with normal people using hand gesture to speech conversion. In this code we use depth maps from the kinect camera and techniques like convex hull + contour mapping to recognise 5 hand signs

Hand signs in a live video stream are converted to text.

A hand sign detector built using PyTorch.

Classification of 0 to 5 digits using PyTorch

This is a demonstration of hand pose recognition implemented using a Flask backend and the Indian Sign Language Translator API. It is now hosted on an AWS instance at http://18.236.194.220:5000/

File Tugas Akhir yang warbyasahhhh. Main catur pakai gestur tangan, metode HSV color thresholding + CNN