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Starbeamrainbowlabs 2022-10-06 19:17:03 +01:00
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aimodel/src/lib/ai/model_rainfallwater_segmentation.py
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@ -29,7 +29,7 @@ def model_rainfallwater_segmentation(metadata, feature_dim_in, shape_water_out,
layer_next = do_convnext_inverse(layer_next, arch_name="convnext_i_tiny") layer_next = do_convnext_inverse(layer_next, arch_name="convnext_i_tiny")
# TODO: An attention layer here instead of a dense layer, with a skip connection perhaps? # TODO: An attention layer here instead of a dense layer, with a skip connection perhaps?
logger.warn("Warning: TODO implement attention from https://ieeexplore.ieee.org/document/9076883") logger.warning("Warning: TODO implement attention from https://ieeexplore.ieee.org/document/9076883")
layer_next = tf.keras.layers.Dense(32)(layer_next) layer_next = tf.keras.layers.Dense(32)(layer_next)
layer_next = tf.keras.layers.Conv2D(1, kernel_size=1, activation="softmax", padding="same")(layer_next) layer_next = tf.keras.layers.Conv2D(1, kernel_size=1, activation="softmax", padding="same")(layer_next)