Why do CNNs excel at feature extraction? A mathematical explanation

Vinoth Nandakumar, Arush Tagade, Tongliang Liu

Over the past decade deep learning has revolutionized the field of computer vision, with convolutional neural network models proving to be very effective for image classification b…