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CutMix: Enhancing Classifier Training by Demon Youth is a document available to read on EtoBox.

What is CutMix: Enhancing Classifier Training about?

CutMix is a new data augmentation technique that improves on regional dropout methods. Rather than removing pixels from images during training, CutMix replaces removed regions with patches from other images, while also mixing the ground truth labels proportionally. This allows the model to make more efficient use of training pixels while still gaining the regularization benefits of regional dropout. Experiments show CutMix outperforms other augmentation strategies like Mixup and Cutout on image classificati

Author

Demon Youth

Language

EN