From 05cd1d4ffefbabe8194f7e43c59cc3d719f3f26f Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Tue, 8 Aug 2023 14:29:18 -0500
Subject: [PATCH] snapshot...
---
modules/util/augment.py | 42 -----------------------------------------
1 file changed, 42 deletions(-)
diff --git a/modules/util/augment.py b/modules/util/augment.py
index f88b93df..9747836f 100644
--- a/modules/util/augment.py
+++ b/modules/util/augment.py
@@ -43,48 +43,6 @@ def augment_image(
lambda: flip_fn(data, label),
lambda: (data, label))
- # Randomly setting brightness of image (~50%)
- # def brightness_fn(data, label):
- # delta = tf.random.uniform(minval=0, maxval=brightness_delta, dtype=tf.float32, shape=[])
- # return (tf.image.adjust_brightness(data, delta=delta),
- # tf.image.adjust_brightness(label, delta=delta))
- #
- # data, label = tf.cond(
- # tf.less_equal(tf.random.uniform([]), 0.5),
- # lambda: brightness_fn(data, label),
- # lambda: (data, label))
- #
- # # Randomly setting constrast (~50%)
- # def contrast_fn(data, label):
- # factor = tf.random.uniform(
- # minval=contrast_factor[0],
- # maxval=contrast_factor[1],
- # dtype=tf.float32, shape=[])
- # return (tf.image.adjust_contrast(data, factor),
- # tf.image.adjust_contrast(label, factor))
- #
- # if contrast_factor:
- # data, label = tf.cond(
- # tf.less_equal(tf.random.uniform([]), 0.5),
- # lambda: contrast_fn(data, label),
- # lambda: (data, label))
- #
- # # Randomly setting saturation(~50%)
- # def saturation_fn(data, label):
- # factor = tf.random.uniform(
- # minval=saturation[0],
- # maxval=saturation[1],
- # dtype=tf.float32,
- # shape=[])
- # return (tf.image.adjust_saturation(data, factor),
- # tf.image.adjust_saturation(label, factor))
- #
- # if saturation:
- # data, label = tf.cond(
- # tf.less_equal(tf.random.uniform([]), 0.5),
- # lambda: saturation_fn(data, label),
- # lambda: (data, label))
-
return data, label
# Randomly returning unchanged data (~20%)
--
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