Introduction to Convolutional Neural Networks - KDnuggets

Images are made up of pixels. Each pixel is represented by a number between 0 and 255. Therefore each image has a digital representation which is how computers can work with images. There are 4 major operations in CNN image detection/classification. Convolution operation works on 2 signals in 1D and 2 images in 2D.