Table 3.

Optimized hyperparameters for the three models.

Hyperparameters	Resnet	Google Net	VGG16
Learning Rate	0.01	0.01	0.02
Momentum	0.1	0.1	0.3
Number of Epochs	25	30	45
Activation Function	Relu	Relu	Relu
Classifier	Softmax	Softmax	Softmax
Loss Function	Cross entropy	Cross entropy	Cross entropy