On cat breed identification by data augmentation using DCGAN

Abstract

In recent years, Deep Learning has been focused on not only in image recognition but also in various fields. In this paper, we applied DCGAN to CNN’s data augmentation. By the experi ment, w e confirmed the effectivity of this data augmentation and the recognition success rate reaches to 7 0 .6% .