Viet-Anh on Software Logo

What is: CutMix?

SourceCutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

CutMix is an image data augmentation strategy. Instead of simply removing pixels as in Cutout, we replace the removed regions with a patch from another image. The ground truth labels are also mixed proportionally to the number of pixels of combined images. The added patches further enhance localization ability by requiring the model to identify the object from a partial view.