Table 1.

Number of images for network training, validation and test.

Dataset	#Total images (K)	#Training images (K)	#Validation images (K)	#Test images (K)
Kaggle cats and dogs	37.5	30	2.5	5
CIFAR-10	60	45	5	10
MNIST	70	55	5	10