Safe Augmentation: Learning Task-Specific Transformations from Data

Irynei Baran, Orest Kupyn, Arseny Kravchenko

Data augmentation is widely used as a part of the training process applied to deep learning models, especially in the computer vision domain. Currently, common data augmentation te…