Recreating The LeNet-5 : 99.8% Accuracy on MNIST (Step-by-Step Guide)

For the past few days I've been learning about Convolutional Networks and how they've transformed the field of Computer Vision and Deep Learning. So, I decided to recreate the LeNet-5, the ALL TIME CLASSIC Convnet published by Yann LeCun in his paper...