How Convolutional Neural Networks Extract Features from Images

Introduction Modern image classification models have been able to achieve accuracies of over 90% on the ImageNet-1k benchmark dataset (which has 1000 classes). This is very impressive, given that the model is basically just a bunch of numbers. Everyt...