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

Table 3

Experimental results on CIFAR-100 before and after using full stage data augmentation method.

Methods	CIFAR-100 (%)
No data augmentation	61.85
Augmentation in training stage	66.49
Augmentation in testing stage	63.84
Full stage augmentation	70.22