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strip channels layer at end

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Starbeamrainbowlabs 2022-12-09 19:11:00 +00:00
parent 0129c35a35
commit 719d8e9819
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 1 additions and 0 deletions
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aimodel/src/lib/ai/model_rainfallwater_mono.py
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@ -75,6 +75,7 @@ def model_rainfallwater_mono(metadata, model_arch_enc="convnext_xtiny", model_ar
# layer_next = tf.keras.layers.Softmax(axis=-1)(layer_next) # layer_next = tf.keras.layers.Softmax(axis=-1)(layer_next)
# LOSS dice # LOSS dice
layer_next = tf.keras.layers.Conv2D(1, activation="gelu", kernel_size=1, padding="same")(layer_next) layer_next = tf.keras.layers.Conv2D(1, activation="gelu", kernel_size=1, padding="same")(layer_next)
layer_input = tf.keras.layers.Reshape(layer_next.shape[:-1]) # Strip the channels
model = tf.keras.Model( model = tf.keras.Model(
inputs = layer_input, inputs = layer_input,