Table 2. Constant variables for network training.

Learning rate (InceptionV3)	0.00256
Learning rate (VGG16, ResNet50)	0.0001
Image input size (px, px)	(224,224)
Batch size	64
Number of fully-connected layers	2
Hidden layer size	1,024
Optimizer	SGD
Epochs	12