diff --git a/aimodel/src/lib/ai/model_rainfallwater_segmentation.py b/aimodel/src/lib/ai/model_rainfallwater_segmentation.py index f46897c..7d1b2b8 100644 --- a/aimodel/src/lib/ai/model_rainfallwater_segmentation.py +++ b/aimodel/src/lib/ai/model_rainfallwater_segmentation.py @@ -16,12 +16,12 @@ def model_rainfallwater_segmentation(metadata, feature_dim_in, shape_water_out, # BEGIN 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.LayerNormalization(name="cns.stage_begin.norm1", epsilon=1e-6)(layer_next) layer_next = tf.keras.layers.Reshape((4, 4, math.floor(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.LayerNormalization(name="cns.stage_begin.norm2", epsilon=1e-6)(layer_next) # layer_next = tf.keras.layers.Reshape((1, 1, feature_dim_in), name="cns.stable_begin.reshape")(layer_next)