Data Augmentation - What is augmentation in image processing?

In image processing, data augmentation refers to the generation of new, transformed versions of images from an existing image dataset to increase its diversity. For a computer, images are simply a 2-dimensional array of numbers denoting pixel values. By manipulating these values, new, augmented images can be created.