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

Figure 8

Visualization of convolutional kernels in the first layers of the deep CNNs trained on CIFAR-10 (a) and CIFAR-100 (b), respectively.

(a)

(b)