File size: 4,055 Bytes
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Model: "model"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_1 (InputLayer) [(None, 50, 50, 3)] 0
sequential (Sequential) (None, 50, 50, 3) 0
rescaling (Rescaling) (None, 50, 50, 3) 0
conv2d (Conv2D) (None, 48, 48, 256) 6912
batch_normalization (BatchN (None, 48, 48, 256) 1024
ormalization)
activation (Activation) (None, 48, 48, 256) 0
conv2d_1 (Conv2D) (None, 46, 46, 256) 589824
batch_normalization_1 (Batc (None, 46, 46, 256) 1024
hNormalization)
activation_1 (Activation) (None, 46, 46, 256) 0
max_pooling2d (MaxPooling2D (None, 23, 23, 256) 0
)
conv2d_2 (Conv2D) (None, 21, 21, 256) 589824
batch_normalization_2 (Batc (None, 21, 21, 256) 1024
hNormalization)
activation_2 (Activation) (None, 21, 21, 256) 0
max_pooling2d_1 (MaxPooling (None, 10, 10, 256) 0
2D)
conv2d_3 (Conv2D) (None, 8, 8, 256) 589824
batch_normalization_3 (Batc (None, 8, 8, 256) 1024
hNormalization)
activation_3 (Activation) (None, 8, 8, 256) 0
max_pooling2d_2 (MaxPooling (None, 4, 4, 256) 0
2D)
flatten (Flatten) (None, 4096) 0
dropout (Dropout) (None, 4096) 0
dense (Dense) (None, 512) 2097664
dense_1 (Dense) (None, 128) 65664
dense_2 (Dense) (None, 32) 4128
dense_3 (Dense) (None, 1) 33
=================================================================
Total params: 3,947,969
Trainable params: 3,945,921
Non-trainable params: 2,048
_________________________________________________________________
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