From 056669eb4d2ab9d2df08a0666a9c22e59058f81f Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Wed, 3 Aug 2022 12:24:43 -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 f39d303c..821cf096 100644
--- a/modules/deeplearning/espcn.py
+++ b/modules/deeplearning/espcn.py
@@ -240,7 +240,9 @@ class ESPCN:
nda = np.load(f)
label_s.append(nda)
- data = np.concatenate(data_s)
+ #data = np.concatenate(data_s)
+ data = np.concatenate(label_s)
+ data = tf.image.resize(data, (32, 32))
label = np.concatenate(label_s)
label = label[:, label_idx, :, :]
@@ -416,8 +418,8 @@ class ESPCN:
input_2d = self.inputs[0]
print('input: ', input_2d.shape)
- conv = tf.keras.layers.Conv2D(num_filters, kernel_size=5, strides=1, padding='VALID', activation=None)(input_2d)
- # conv = conv[:, 4:20, 4:20, :]
+ # conv = tf.keras.layers.Conv2D(num_filters, kernel_size=5, strides=1, padding='VALID', activation=None)(input_2d)
+ conv = input_2d
print('Contracting Branch')
print('input: ', conv.shape)
skip = conv
--
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