Table 1.

Summary of the CNN models used in this work.

Layer	Output Shape	No. of Parameters
CONV2D-1	(None, 150, 150, 32)	2432
MaxPooling2D-1	(None, 75, 75, 32)	0
Dropout-1	(None, 75, 75, 32)	0
Conv2D-2	(None, 75, 75, 64)	51,264
MaxPooling2D-2	(None, 37, 37, 64)	0
Dropout-2	(None, 37, 37, 64)	0
Flatten	(None, 87,616)	0
Dense-1	(None, 256)	22,429,952
Dropout-3	(None, 256)	0
Dense-2	(None, 1)	257