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Commit 1980c56b authored by tomrink's avatar tomrink
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......@@ -4,7 +4,8 @@ from deeplearning.cloud_fraction_fcn_abi import get_label_data_5cat
from util.plot_cm import confusion_matrix_values
from util.augment import augment_image
from util.setup_cloud_fraction import logdir, modeldir, now, ancillary_path
from util.util import EarlyStop, normalize, denormalize, scale, descale, get_grid_values_all, make_tf_callable_generator
from util.util import EarlyStop, normalize, denormalize, scale, scale2, descale, \
get_grid_values_all, make_tf_callable_generator
import glob
import os, datetime
import numpy as np
......@@ -314,7 +315,8 @@ class SRCNN:
# tmp = normalize(tmp, 'refl_0_65um_nom', mean_std_dct)
tmp = scale(tmp, 'refl_0_65um_nom', mean_std_dct)
else:
tmp = np.where(np.isnan(tmp), 0, tmp)
# tmp = np.where(np.isnan(tmp), 0, tmp)
tmp = scale2(tmp, 0.0, 20.0)
data_norm.append(tmp)
tmp = input_label[:, label_idx_i, :, :]
......@@ -335,7 +337,8 @@ class SRCNN:
cat_cf = get_label_data_5cat(cld_prob)
self.test_cat_cf.append(cat_cf)
label = get_cldy_frac_opd(cld_prob, label)
label = scale(label, label_param, mean_std_dct)
# label = scale(label, label_param, mean_std_dct)
label = np.where(np.isnan(label), 0, label)
label = np.where(np.isnan(label), 0, label)
label = np.expand_dims(label, axis=3)
......@@ -680,8 +683,8 @@ class SRCNN:
# labels = denormalize(labels, label_param, mean_std_dct)
# preds = denormalize(preds, label_param, mean_std_dct)
labels = descale(labels, label_param, mean_std_dct)
preds = descale(preds, label_param, mean_std_dct)
# labels = descale(labels, label_param, mean_std_dct)
# preds = descale(preds, label_param, mean_std_dct)
return labels, cat_cld_frac, preds, inputs
......
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