From 59714a2e77a1c04e7a8845a511fa4e781cd35bf1 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Wed, 17 Jan 2024 11:20:47 -0600
Subject: [PATCH] snapshot...
---
modules/deeplearning/cloud_fraction_fcn_abi.py | 7 +++++--
1 file changed, 5 insertions(+), 2 deletions(-)
diff --git a/modules/deeplearning/cloud_fraction_fcn_abi.py b/modules/deeplearning/cloud_fraction_fcn_abi.py
index c74ace05..00cd3bad 100644
--- a/modules/deeplearning/cloud_fraction_fcn_abi.py
+++ b/modules/deeplearning/cloud_fraction_fcn_abi.py
@@ -3,7 +3,7 @@ import tensorflow as tf
from util.plot_cm import confusion_matrix_values
from util.augment import augment_image
from util.setup_cloud_products import logdir, modeldir, now, ancillary_path
-from util.util import EarlyStop, normalize, denormalize, scale2, get_grid_values_all, make_tf_callable_generator
+from util.util import EarlyStop, normalize, denormalize, scale, scale2, get_grid_values_all, make_tf_callable_generator
import glob
import os, datetime
import numpy as np
@@ -353,9 +353,10 @@ class SRCNN:
tmp = input_data[:, idx, :, :]
tmp = tmp[:, slc_y, slc_x]
tmp = normalize(tmp, param, mean_std_dct)
+ # tmp = scale(tmp, param, mean_std_dct)
data_norm.append(tmp)
- # refl_i = input_label[:, 1, :, :]
+ # refl_i = input_label[:, params_i.index('refl_0_65um_nom'), :, :]
# refl_avg = get_grid_cell_mean(refl_i)
# refl_avg = refl_avg[:, slc_y, slc_x]
# refl_avg = normalize(refl_avg, 'refl_0_65um_nom', mean_std_dct)
@@ -366,10 +367,12 @@ class SRCNN:
rlo = input_data[:, params.index('refl_submin_ch01'), :, :]
rlo = rlo[:, slc_y, slc_x]
rlo = normalize(rlo, 'refl_0_65um_nom', mean_std_dct)
+ # rlo = scale(rlo, 'refl_0_65um_nom', mean_std_dct)
rhi = input_data[:, params.index('refl_submax_ch01'), :, :]
rhi = rhi[:, slc_y, slc_x]
rhi = normalize(rhi, 'refl_0_65um_nom', mean_std_dct)
+ # rhi = scale(rhi, 'refl_0_65um_nom', mean_std_dct)
refl_rng = rhi - rlo
data_norm.append(refl_rng)
--
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