Deep-learning-MNIST-Handwritten-Digits-Classification

Experiments with Neural Network in Handwritten Digits Classification with MNIST data:

• Simple Neural network with 1 hidden layer
• Neural network with 2 hidden layers with 2 activation functions: ReLU, Tanh
• Neural network with batch normalization
• Neural network with He weights initialisation for ReLU activation
• Neural network with dropout to reduce overfitting.