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add reshape layer

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Starbeamrainbowlabs 2022-09-28 18:22:48 +01:00
parent a336cdee90
commit e51087d0a9
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 4 additions and 2 deletions
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6
aimodel/src/lib/ai/model_rainfallwater_segmentation.py
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@ -15,8 +15,10 @@ def model_rainfallwater_segmentation(metadata, feature_dim_in, shape_water_out,
# BEGIN # BEGIN
layer_next = tf.keras.layers.Dense(name="cns.stage.begin.dense", units=feature_dim_in)(layer_input) layer_next = tf.keras.layers.Dense(name="cns.stage.begin.dense", units=feature_dim_in)(layer_input)
layer_next = tf.keras.layers.LayerNormalization(name="stage_begin.norm", epsilon=1e-6)(layer_next) layer_next = tf.keras.layers.LayerNormalization(name="cns.stage_begin.norm", epsilon=1e-6)(layer_next)
layer_next = tf.keras.layers.ReLU(name="stage_begin.relu")(layer_next) layer_next = tf.keras.layers.ReLU(name="cns.stage_begin.relu")(layer_next)
layer_next = tf.keras.layers.Reshape((1, 1, feature_dim_in), name="cns.stable_begin.reshape")(layer_next)
layer_next = do_convnext_inverse(layer_next, arch_name="convnext_i_tiny") layer_next = do_convnext_inverse(layer_next, arch_name="convnext_i_tiny")