A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification

Table 4

Classification accuracy of various data augmentation methods on CIFAR-100 under the proposed full stage data augmentation framework.

Methods	CIFAR-100 (%)
Translation	63.73
Horizontal flip	64.11
Rotation	62.20
Scale transformation	64.83
Noise disturbance	60.47