model_3_summary.txt

_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
conv2d_4 (Conv2D)            (None, 198, 198, 32)      896       
_________________________________________________________________
activation_6 (Activation)    (None, 198, 198, 32)      0         
_________________________________________________________________
max_pooling2d_4 (MaxPooling2 (None, 99, 99, 32)        0         
_________________________________________________________________
conv2d_5 (Conv2D)            (None, 97, 97, 64)        18496     
_________________________________________________________________
activation_7 (Activation)    (None, 97, 97, 64)        0         
_________________________________________________________________
max_pooling2d_5 (MaxPooling2 (None, 48, 48, 64)        0         
_________________________________________________________________
conv2d_6 (Conv2D)            (None, 46, 46, 128)       73856     
_________________________________________________________________
activation_8 (Activation)    (None, 46, 46, 128)       0         
_________________________________________________________________
max_pooling2d_6 (MaxPooling2 (None, 23, 23, 128)       0         
_________________________________________________________________
flatten_2 (Flatten)          (None, 67712)             0         
_________________________________________________________________
dense_3 (Dense)              (None, 64)                4333632   
_________________________________________________________________
activation_9 (Activation)    (None, 64)                0         
_________________________________________________________________
dropout_2 (Dropout)          (None, 64)                0         
_________________________________________________________________
dense_4 (Dense)              (None, 1)                 65        
_________________________________________________________________
activation_10 (Activation)   (None, 1)                 0         
=================================================================
Total params: 4,426,945
Trainable params: 4,426,945
Non-trainable params: 0
_________________________________________________________________