From bb0679a5094c578237d14c0df1ace1d1df71800d Mon Sep 17 00:00:00 2001 From: Starbeamrainbowlabs Date: Tue, 25 Oct 2022 21:11:48 +0100 Subject: [PATCH] model_segmentation: don't softmax twice --- aimodel/src/lib/ai/model_rainfallwater_segmentation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/aimodel/src/lib/ai/model_rainfallwater_segmentation.py b/aimodel/src/lib/ai/model_rainfallwater_segmentation.py index 0330ee7..d83b95b 100644 --- a/aimodel/src/lib/ai/model_rainfallwater_segmentation.py +++ b/aimodel/src/lib/ai/model_rainfallwater_segmentation.py @@ -44,7 +44,7 @@ def model_rainfallwater_segmentation(metadata, shape_water_out, model_arch="conv # TODO: An attention layer here instead of a dense layer, with a skip connection perhaps? 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.Conv2D(water_bins, kernel_size=1, activation="softmax", padding="same")(layer_next) + layer_next = tf.keras.layers.Conv2D(water_bins, kernel_size=1, padding="same")(layer_next) layer_next = tf.keras.layers.Softmax(axis=-1)(layer_next) model = tf.keras.Model(