From 77b8a1a8db7160d2a5181afaeceda113e5f00cd5 Mon Sep 17 00:00:00 2001 From: Starbeamrainbowlabs Date: Tue, 29 Nov 2022 19:16:15 +0000 Subject: [PATCH] dataset_segmenter: squeeze --- aimodel/src/lib/dataset/dataset_segmenter.py | 1 + 1 file changed, 1 insertion(+) diff --git a/aimodel/src/lib/dataset/dataset_segmenter.py b/aimodel/src/lib/dataset/dataset_segmenter.py index 62ba7bd..8fc445a 100644 --- a/aimodel/src/lib/dataset/dataset_segmenter.py +++ b/aimodel/src/lib/dataset/dataset_segmenter.py @@ -35,6 +35,7 @@ def parse_item(metadata, shape_water_desired, water_threshold=0.1, water_bins=2) water = tf.cast(tf.math.greater_equal(water, water_threshold), dtype=tf.int32) water = tf.image.crop_to_bounding_box(water, water_offset_x, water_offset_y, water_width_target, water_height_target) + water = tf.squeeze(water) water = tf.one_hot(water, water_bins, axis=-1, dtype=tf.int32) print("DEBUG:dataset ITEM rainfall:shape", rainfall.shape, "water:shape", water.shape)