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Air Writing Recognition

A machine learning application in python for recognitzing characters written in the air with hand using image segmentation, contouring and convolutional neural network. It uses OpenCV and Pytorch libraries.

Dataset : EMNIST letter dataset

Air Writing

Action Keys :

s - Start finger detection

d - draw

c - clear drawing

p - predict the character

q - quit