Boosting Breast Cancer Detection Using Convolutional Neural Network

Table 7

CNN Model 3 layers.

Layer	Type	Output shape	Param.
conv2d_20	Conv2D	None, 46, 46, 32	2432
max_pooling2d_10	MaxPooling	None, 15, 15, 32	0
conv2d_21	Conv2D	None, 11, 11, 32	25632
max_pooling2d_11	MaxPooling	None, 3, 3, 32	0
dropout_14	Dropout	None, 3, 3, 32	0
flatten_4	Flatten	None, 288	0
dense_8	Dense	None, 64	18496
dropout_15	Dropout	None, 64	0
dense_9	Dense	None, 2	130
Total params.: 46,690
Trainable params.: 46,690
Nontrainable params.: 0