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Commit 6ecd6740 authored by tomrink's avatar tomrink
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parent 4b7f4b08
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...@@ -148,6 +148,12 @@ def build_residual_block_conv2d_down2x(x_in, num_filters, activation, padding='S ...@@ -148,6 +148,12 @@ def build_residual_block_conv2d_down2x(x_in, num_filters, activation, padding='S
if do_batch_norm: if do_batch_norm:
conv = tf.keras.layers.BatchNormalization()(conv) conv = tf.keras.layers.BatchNormalization()(conv)
conv = tf.keras.layers.Conv2D(num_filters, kernel_size=3, strides=1, padding=padding, activation=activation)(conv)
if do_drop_out:
conv = tf.keras.layers.Dropout(drop_rate)(conv)
if do_batch_norm:
conv = tf.keras.layers.BatchNormalization()(conv)
skip = tf.keras.layers.Conv2D(num_filters, kernel_size=3, strides=1, padding=padding, activation=None)(skip) skip = tf.keras.layers.Conv2D(num_filters, kernel_size=3, strides=1, padding=padding, activation=None)(skip)
skip = tf.keras.layers.MaxPool2D(padding=padding)(skip) skip = tf.keras.layers.MaxPool2D(padding=padding)(skip)
if do_drop_out: if do_drop_out:
...@@ -501,7 +507,7 @@ class SRCNN: ...@@ -501,7 +507,7 @@ class SRCNN:
conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_3', kernel_size=KERNEL_SIZE, scale=scale) conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_3', kernel_size=KERNEL_SIZE, scale=scale)
# conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_4', kernel_size=KERNEL_SIZE, scale=scale) conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_4', kernel_size=KERNEL_SIZE, scale=scale)
# conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_5', kernel_size=KERNEL_SIZE, scale=scale) # conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_5', kernel_size=KERNEL_SIZE, scale=scale)
......
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