__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 572, 572, 3 0 []
)]
conv2d (Conv2D) (None, 570, 570, 64 1792 ['input_1[0][0]']
)
activation (Activation) (None, 570, 570, 64 0 ['conv2d[0][0]']
)
conv2d_1 (Conv2D) (None, 568, 568, 64 36928 ['activation[0][0]']
)
activation_1 (Activation) (None, 568, 568, 64 0 ['conv2d_1[0][0]']
)
max_pooling2d (MaxPooling2D) (None, 284, 284, 64 0 ['activation_1[0][0]']
)
conv2d_2 (Conv2D) (None, 282, 282, 12 73856 ['max_pooling2d[0][0]']
8)
activation_2 (Activation) (None, 282, 282, 12 0 ['conv2d_2[0][0]']
8)
conv2d_3 (Conv2D) (None, 280, 280, 12 147584 ['activation_2[0][0]']
8)
activation_3 (Activation) (None, 280, 280, 12 0 ['conv2d_3[0][0]']
8)
max_pooling2d_1 (MaxPooling2D) (None, 140, 140, 12 0 ['activation_3[0][0]']
8)
conv2d_4 (Conv2D) (None, 138, 138, 25 295168 ['max_pooling2d_1[0][0]']
6)
activation_4 (Activation) (None, 138, 138, 25 0 ['conv2d_4[0][0]']
6)
conv2d_5 (Conv2D) (None, 136, 136, 25 590080 ['activation_4[0][0]']
6)
activation_5 (Activation) (None, 136, 136, 25 0 ['conv2d_5[0][0]']
6)
max_pooling2d_2 (MaxPooling2D) (None, 68, 68, 256) 0 ['activation_5[0][0]']
conv2d_6 (Conv2D) (None, 66, 66, 512) 1180160 ['max_pooling2d_2[0][0]']
activation_6 (Activation) (None, 66, 66, 512) 0 ['conv2d_6[0][0]']
conv2d_7 (Conv2D) (None, 64, 64, 512) 2359808 ['activation_6[0][0]']
activation_7 (Activation) (None, 64, 64, 512) 0 ['conv2d_7[0][0]']
max_pooling2d_3 (MaxPooling2D) (None, 32, 32, 512) 0 ['activation_7[0][0]']
conv2d_8 (Conv2D) (None, 30, 30, 1024 4719616 ['max_pooling2d_3[0][0]']
)
activation_8 (Activation) (None, 30, 30, 1024 0 ['conv2d_8[0][0]']
)
conv2d_9 (Conv2D) (None, 28, 28, 1024 9438208 ['activation_8[0][0]']
)
activation_9 (Activation) (None, 28, 28, 1024 0 ['conv2d_9[0][0]']
)
conv2d_transpose (Conv2DTransp (None, 56, 56, 512) 2097664 ['activation_9[0][0]']
ose)
tf.image.resize (TFOpLambda) (None, 56, 56, 512) 0 ['max_pooling2d_3[0][0]']
concatenate (Concatenate) (None, 56, 56, 1024 0 ['conv2d_transpose[0][0]',
) 'tf.image.resize[0][0]']
conv2d_10 (Conv2D) (None, 54, 54, 512) 4719104 ['concatenate[0][0]']
activation_10 (Activation) (None, 54, 54, 512) 0 ['conv2d_10[0][0]']