From b3ea189d37306c4abed2cb047ac39e16702834aa Mon Sep 17 00:00:00 2001 From: Starbeamrainbowlabs Date: Thu, 13 Oct 2022 21:02:57 +0100 Subject: [PATCH] segmentation: softmax the output --- aimodel/src/lib/ai/model_rainfallwater_segmentation.py | 1 + 1 file changed, 1 insertion(+) diff --git a/aimodel/src/lib/ai/model_rainfallwater_segmentation.py b/aimodel/src/lib/ai/model_rainfallwater_segmentation.py index f7e3558..404e995 100644 --- a/aimodel/src/lib/ai/model_rainfallwater_segmentation.py +++ b/aimodel/src/lib/ai/model_rainfallwater_segmentation.py @@ -45,6 +45,7 @@ def model_rainfallwater_segmentation(metadata, shape_water_out, model_arch="conv 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.Softmax(axis=-1)(layer_next) model = tf.keras.Model( inputs = layer_input,