SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data

Shaoli Huang, Xinchao Wang, Dacheng Tao

Data mixing augmentation has proved effective in training deep models. Recent methods mix labels mainly based on the mixture proportion of image pixels. As the main discriminative…