How to Perform MNIST Digit Recognition with a Multi-layer Neural Network

Human Visual System is a marvel of the world. But it is not as simple as it looks like. The human brain has a million neurons and billions of connections between them, which makes this exceptionally complex task of image processing easier. People can effortlessly recognize digits. However, it turns into a challenging task for computers to recognize digits.