DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning

Tobias Lingenberg, Markus Reuter, Gopika Sudhakaran +3

Simple data augmentation techniques, such as rotations and flips, are widely used to enhance the generalization power of computer vision models. However, these techniques often fai…