Boosting Breast Cancer Detection Using Convolutional Neural Network

Table 2

The summary table of CNN Model 1.

Layer	Type	Output shape	Param.
conv2d_2	Conv2D	None, 48, 48, 32	896
conv2d_1	Conv2D	None, 46, 46, 64	18496
max_pooling2d	MaxPooling2D	None, 23, 23, 64	0
Dropout	Dropout	None, 23, 23, 64	0
Flatten	Flatten	None, 33856	0
Dense	Dense	None, 128	4333696
dropout_1	Dropout	None, 128	0
dense_1	Dense	None, 2	258
Total params: 4,353,346
Trainable params: 4,353,346
Nontrainable params: 0