AI engineering glossary · Computer vision
What is cutMix?
CutMix: An augmentation that pastes a rectangular patch from one image onto another and mixes the labels in proportion to the patch area. It keeps more useful pixels than Cutout while still regularising.
CutMix: an example
If a pasted dog patch covers 25% of a cat photo, the label becomes 75% cat and 25% dog.
Related terms
More Computer vision terms
- Cutout
- Data augmentation for images
- DeepLab
- Depthwise separable convolution
- Dice coefficient
- Dilated convolution
- Document layout analysis
- Edge detection
Where you learn it
CutMix is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.