Table 1.

CNN training parameters.

CNN Parameters	MobileNet	EfficientNetB0	Xception
Image dimension	160 × 160 × 3	160 × 160 × 3	160 × 160 × 3
Learning rate	0.05	0.05	0.05
Epochs	150	150	150
Batch size	32	64	128
Optimizer	Adam	Adam	Adam
Loss function	Binary Cross Entropy	Binary Cross Entropy	Binary Cross Entropy
Output layer activation function	Softmax	Softmax	Softmax