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Hand Sign Recognition Using Deep Neural Network

This repository contains my project on deep neural network model on dataset , Hand_Sign . The dataset consists of images of hand numeric signs . And the main objevtive of this project is to correctly predict what is the numeric sign depictedby the image .

I used pytorch CNN model to create my first deep NN architecture in the first notebook. Then I switched to keras to flexibly build a simple 3 layer ResNet network that gets an accuracy of about 96.67 % on the test data .

Dataset Links :

  1. Training data
  2. Test data