Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

Pourya Shamsolmoali, Masoumeh Zareapoor, Linlin Shen +2

The fact that image datasets are often imbalanced poses an intense challenge for deep learning techniques. In this paper, we propose a method to restore the balance in imbalanced i…