Data Augmentation using Random Image Cropping and Patching for Deep CNNs

Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara

Deep convolutional neural networks (CNNs) have achieved remarkable results in image processing tasks. However, their high expression ability risks overfitting. Consequently, data a…