How to classify MNIST images with convolutional neural network

Introduction

An artificial intelligence system called a convolutional neural network (CNN) has gained a lot of popularity recently. For jobs like image recognition, where we want to teach a computer to recognize things in a picture, they are especially well suited.

CNNs operate by dissecting an image into increasingly minute components, or “features.” The network then examines each feature and searches for patterns shared …