model_summary.txt

Accuracy on training data: 100.00%
Accuracy of work on test data: 97.83%
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
conv2d_1 (Conv2D)            (None, 200, 200, 32)      896       
_________________________________________________________________
conv2d_2 (Conv2D)            (None, 198, 198, 32)      9248      
_________________________________________________________________
max_pooling2d_1 (MaxPooling2 (None, 99, 99, 32)        0         
_________________________________________________________________
dropout_1 (Dropout)          (None, 99, 99, 32)        0         
_________________________________________________________________
conv2d_3 (Conv2D)            (None, 99, 99, 64)        18496     
_________________________________________________________________
conv2d_4 (Conv2D)            (None, 97, 97, 64)        36928     
_________________________________________________________________
max_pooling2d_2 (MaxPooling2 (None, 48, 48, 64)        0         
_________________________________________________________________
dropout_2 (Dropout)          (None, 48, 48, 64)        0         
_________________________________________________________________
flatten_1 (Flatten)          (None, 147456)            0         
_________________________________________________________________
dense_1 (Dense)              (None, 512)               75497984  
_________________________________________________________________
dropout_3 (Dropout)          (None, 512)               0         
_________________________________________________________________
output_tensor (Dense)        (None, 2)                 1026      
=================================================================
Total params: 75,564,578
Trainable params: 75,564,578
Non-trainable params: 0
_________________________________________________________________