SODA: Self-organizing data augmentation in deep neural networks -- Application to biomedical image segmentation tasks

Arnaud Deleruyelle, John Klein, Cristian Versari

In practice, data augmentation is assigned a predefined budget in terms of newly created samples per epoch. When using several types of data augmentation, the budget is usually uni…