Digit-Recognizer-From-Hand-Gesture

A model to recognize digits from hand gesture using CNN

Technologies Used-

• Keras API

• Tensorflow Backend

• OpenCv

Model achieved an accuracy of about 96%

Dataset Link- https://github.com/ardamavi/Sign-Language-Digits-Dataset

Few samples of images are also taken from user through file Dataset_creation.ipynb using OpenCv.

Mainly There are Three files in repo:

• Dataset_creation.ipynb : To create custom Dataset using OpenCv.
• Model.ipynb: It cantains the model which is build using CNN.
• Prediction.ipynb: To detect digits from hand gesture