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model_segmentation: redo reshape

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much cheese was applied :P
This commit is contained in:
Starbeamrainbowlabs 2022-10-03 17:27:37 +01:00
parent deffe69202
commit 04e5ae0c45
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 9 additions and 3 deletions
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12
aimodel/src/lib/ai/model_rainfallwater_segmentation.py
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@ -14,11 +14,17 @@ def model_rainfallwater_segmentation(metadata, feature_dim_in, shape_water_out,
)
# 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.dense1", units=feature_dim_in)(layer_input)
layer_next = tf.keras.layers.ReLU(name="cns.stage_begin.relu1")(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="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 = tf.keras.layers.Reshape((4, 4, feature_dim_in/(4*4)), name="cns.stable_begin.reshape")(layer_next)
layer_next = tf.keras.layers.Dense(name="cns.stage.begin.dense2", units=feature_dim_in)(layer_next)
layer_next = tf.keras.layers.ReLU(name="cns.stage_begin.relu2")(layer_next)
layer_next = tf.keras.layers.LayerNormalization(name="cns.stage_begin.norm", epsilon=1e-6)(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")