snapshot...

modules/deeplearning/cloud_opd_srcnn_abi.py

@@ -3,7 +3,7 @@ import glob
 import tensorflow as tf
 
 from util.setup import logdir, modeldir, now, ancillary_path
-from util.util import EarlyStop, normalize, denormalize, scale, descale, get_grid_values_all, resample_2d_linear
+from util.util import EarlyStop, normalize, denormalize, scale, descale, get_grid_values_all, resample_2d_linear, smooth_2d
 import os, datetime
 import numpy as np
 import pickle
@@ -750,6 +750,7 @@ class SRCNN:
         bt = bt[slc_y, slc_x]
         bt = np.expand_dims(bt, axis=0)
         bt_us = upsample_static(bt, x_2, y_2, t, s, None, None)
+        bt_us = smooth_2d(bt_us)
         bt_us = normalize(bt_us, 'temp_11_0um_nom', mean_std_dct)
         print('BT done')
 
@@ -771,6 +772,7 @@ class SRCNN:
         cld_opd = cld_opd[slc_y, slc_x]
         cld_opd = np.expand_dims(cld_opd, axis=0)
         cld_opd_us = upsample_static(cld_opd, x_2, y_2, t, s, None, None)
+        cld_opd_us = smooth_2d(cld_opd_us)
         cld_opd_us = normalize(cld_opd_us, label_param, mean_std_dct)
         print('OPD done')
         t1 = time.time()