From df774146d90d671212a3113d40a5ca707e5faee6 Mon Sep 17 00:00:00 2001 From: Starbeamrainbowlabs Date: Tue, 29 Nov 2022 19:24:54 +0000 Subject: [PATCH] dataset_segmenter: reshape, not squeeze --- aimodel/src/lib/dataset/dataset_segmenter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/aimodel/src/lib/dataset/dataset_segmenter.py b/aimodel/src/lib/dataset/dataset_segmenter.py index 8fc445a..f473878 100644 --- a/aimodel/src/lib/dataset/dataset_segmenter.py +++ b/aimodel/src/lib/dataset/dataset_segmenter.py @@ -35,7 +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.reshape(water, tf.constant([water_width_target, water_height_target, water_bins], dtype=tf.int32)) water = tf.one_hot(water, water_bins, axis=-1, dtype=tf.int32) print("DEBUG:dataset ITEM rainfall:shape", rainfall.shape, "water:shape", water.shape)