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File size: 4,552 Bytes
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Model: "sequential_1"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
conv2d_4 (Conv2D) (None, 48, 48, 64) 640
batch_normalization_4 (Bat (None, 48, 48, 64) 256
chNormalization)
activation_4 (Activation) (None, 48, 48, 64) 0
max_pooling2d_4 (MaxPoolin (None, 24, 24, 64) 0
g2D)
conv2d_5 (Conv2D) (None, 24, 24, 128) 204928
batch_normalization_5 (Bat (None, 24, 24, 128) 512
chNormalization)
activation_5 (Activation) (None, 24, 24, 128) 0
max_pooling2d_5 (MaxPoolin (None, 12, 12, 128) 0
g2D)
conv2d_6 (Conv2D) (None, 12, 12, 512) 590336
batch_normalization_6 (Bat (None, 12, 12, 512) 2048
chNormalization)
activation_6 (Activation) (None, 12, 12, 512) 0
max_pooling2d_6 (MaxPoolin (None, 6, 6, 512) 0
g2D)
conv2d_7 (Conv2D) (None, 6, 6, 512) 2359808
batch_normalization_7 (Bat (None, 6, 6, 512) 2048
chNormalization)
activation_7 (Activation) (None, 6, 6, 512) 0
max_pooling2d_7 (MaxPoolin (None, 3, 3, 512) 0
g2D)
flatten (Flatten) (None, 4608) 0
dense (Dense) (None, 256) 1179904
batch_normalization_8 (Bat (None, 256) 1024
chNormalization)
activation_8 (Activation) (None, 256) 0
dropout (Dropout) (None, 256) 0
dense_1 (Dense) (None, 512) 131584
batch_normalization_9 (Bat (None, 512) 2048
chNormalization)
activation_9 (Activation) (None, 512) 0
dropout_1 (Dropout) (None, 512) 0
dense_2 (Dense) (None, 9) 4617
=================================================================
Total params: 4479753 (17.09 MB)
Trainable params: 4475785 (17.07 MB)
Non-trainable params: 3968 (15.50 KB)
_________________________________________________________________
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