Smart Augmentation Learning an Optimal Data Augmentation Strategy

Lemley, J; Bazrafkan, S; Corcoran, P

Lemley, J (reprint author), Natl Univ Ireland Galway, Collage Engn & Informat, Galway SW4 794, Ireland.

IEEE ACCESS, 2017; 5 ( ): 5858

Abstract

A recurring problem faced when training neural networks is that there is typically not enough data to maximize the generalization capability of deep n......

Full Text Link