From 4934653e41f9cb580a09c4b2d0be140e782d0131 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Wed, 10 Jan 2024 17:07:55 -0600
Subject: [PATCH] snapshot...
---
modules/deeplearning/cloud_fraction_fcn_abi.py | 17 +++++++++++++++++
1 file changed, 17 insertions(+)
diff --git a/modules/deeplearning/cloud_fraction_fcn_abi.py b/modules/deeplearning/cloud_fraction_fcn_abi.py
index 631f6e84..3c1b2811 100644
--- a/modules/deeplearning/cloud_fraction_fcn_abi.py
+++ b/modules/deeplearning/cloud_fraction_fcn_abi.py
@@ -1373,6 +1373,23 @@ def analyze_5cat(file):
[precision_0, precision_1, precision_2], [mcc_0, mcc_1, mcc_2], lbls, pred
+# Fig, ax = plt.subplots()
+# lbls = lbls.flatten()
+# pred = pred.flatten()
+# cld_prob = cld_prob.flatten()
+# cat_0 = lbls == 0
+# cat_1 = lbls == 1
+# cat_2 = lbls == 2
+# cat_3 = lbls == 3
+# cat_4 = lbls == 4
+# plt.hist(cld_prob[cat_0], log=True, histtype='step', linewidth=1.4, color='blue', label='CLR')
+# plt.hist(cld_prob[cat_1], log=True, histtype='step', linewidth=1.4, color='orange', label='1/4')
+# plt.hist(cld_prob[cat_2], log=True, histtype='step', linewidth=1.4, color='green', label='1/2')
+# plt.hist(cld_prob[cat_3], log=True, histtype='step', linewidth=1.4, color='red', label='3/4')
+# plt.hist(cld_prob[cat_4], log=True, histtype='step', linewidth=1.4, color='purple', label='CLD')
+# ax.legend(loc='upper center')
+
+
if __name__ == "__main__":
nn = SRCNN()
nn.run('matchup_filename')
--
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