fitrialif / hand_written_digits_recognition

Working with FeedForward NN, Convolutional NN and Ensemble of NN in Keras for hand written digits recognition. Best accuracy 99.12% through ensemble learning with different convolutional networks.

Hand_Written_Digits_Recognition

Training different types of Neural Networks in order to achieve higher accuracy on MNIST test set.

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Feed Forward Neural Network: test accuracy up to 98%, Convolutional Neural Network: test accuracy up to 98.8%, Ensemble of Convolutional Neural Networks with same structures: test accuracy up to 99.09%, Ensemble of Convolutional Neural Networks with different structures: test accuracy up to 99.12%.