Glossary: Computer Vision Basics
augmentation
Also written: data augmentation, augment
Random changes to training photos, such as crops, flips and color shifts, that keep the label true. The network sees a slightly different version of each Kettle & Crane photo every epoch, so it can't simply memorize them.
Where the book teaches it
Related terms
RandomResizedCropColorJitterRandomHorizontalFlipRandomErasing