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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