TABLE I. Training Model Summary. Total Params: 5,668,097, Total Trainable Params: 5,668,097, Total Non-Trainable Prams: 0.

Layer (type)	Output Shape	Param #
conv2d_5 (Conv2D)	(None, 222, 222, 32)	896
conv2d_6 (Conv2D)	(None, 220, 220, 64)	18496
max_pooling2d_4	(None, 110, 110, 64)	0
dropout_5 (Dropout)	(None, 110,110,64)	0
conv2d_7 (Conv2D)	(None, 108,108,64)	36928
dropout_6 (Dropout)	(None,54,54, 64)	0
conv2d_8 (Conv2D)	(None, 52,52,128)	73856
dropout_7 (Dropout)	(None,26,26, 128)	0
flatten_2 (Flatten)	(None, 86528)	0
dense_3 (Dense)	(None, 64)	5537856
dropout_8 (Dropout)	(None, 64)	0
dense_4 (Dense)	(None, 1)	65