modelsummary.txt

Model: "sequential"
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
conv2d (Conv2D)              (None, 46, 46, 32)        896       
_________________________________________________________________
max_pooling2d (MaxPooling2D) (None, 23, 23, 32)        0         
_________________________________________________________________
dropout (Dropout)            (None, 23, 23, 32)        0         
_________________________________________________________________
conv2d_1 (Conv2D)            (None, 21, 21, 64)        18496     
_________________________________________________________________
max_pooling2d_1 (MaxPooling2 (None, 10, 10, 64)        0         
_________________________________________________________________
dropout_1 (Dropout)          (None, 10, 10, 64)        0         
_________________________________________________________________
conv2d_2 (Conv2D)            (None, 8, 8, 128)         73856     
_________________________________________________________________
max_pooling2d_2 (MaxPooling2 (None, 4, 4, 128)         0         
_________________________________________________________________
dropout_2 (Dropout)          (None, 4, 4, 128)         0         
_________________________________________________________________
conv2d_3 (Conv2D)            (None, 2, 2, 256)         295168    
_________________________________________________________________
max_pooling2d_3 (MaxPooling2 (None, 1, 1, 256)         0         
_________________________________________________________________
dropout_3 (Dropout)          (None, 1, 1, 256)         0         
_________________________________________________________________
flatten (Flatten)            (None, 256)               0         
_________________________________________________________________
dense (Dense)                (None, 64)                16448     
_________________________________________________________________
dense_1 (Dense)              (None, 64)                4160      
_________________________________________________________________
dense_2 (Dense)              (None, 1)                 65        
=================================================================
Total params: 409,089
Trainable params: 409,089
Non-trainable params: 0