From ab7f6e6357180ca8dc2ff9fdb3587652377c4ccd Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Fri, 26 Aug 2022 10:26:52 -0500
Subject: [PATCH] snapshot...
---
modules/deeplearning/espcn.py | 8 +++++---
1 file changed, 5 insertions(+), 3 deletions(-)
diff --git a/modules/deeplearning/espcn.py b/modules/deeplearning/espcn.py
index 97e079ab..6c32384a 100644
--- a/modules/deeplearning/espcn.py
+++ b/modules/deeplearning/espcn.py
@@ -225,10 +225,12 @@ class ESPCN:
# if label_param != 'cloud_fraction':
# label = scale(label, label_param, mean_std_dct)
+ add_noise = None
+ noise_scale = None
if is_training:
- data = normalize(data, data_param, mean_std_dct, add_noise=True, noise_scale=0.005)
- else:
- data = normalize(data, data_param, mean_std_dct)
+ add_noise = True
+ noise_scale = 0.005
+ data = normalize(data, data_param, mean_std_dct, add_noise=add_noise, noise_scale=noise_scale)
if label_param != 'cloud_fraction':
label = normalize(label, label_param, mean_std_dct)
--
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