Data Augmentation Generative Adversarial Networks

Antreas Antoniou, Amos Storkey, Harrison Edwards

Effective training of neural networks requires much data. In the low-data regime, parameters are underdetermined, and learnt networks generalise poorly. Data Augmentation alleviate…