snapshot...

modules/deeplearning/cloud_opd_srcnn_viirs.py

@@ -2,7 +2,7 @@ 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
@@ -255,6 +255,7 @@ class SRCNN:
             tmp = np.where(np.isnan(tmp), 0, tmp)
             tmp = tmp[:, self.slc_y_m, self.slc_x_m]
             tmp = self.upsample(tmp)
+            tmp = smooth_2d(tmp)
             # ---------------
             # tmp = upsample_nearest(tmp)
             # tmp = tmp[:, self.slc_y, self.slc_x]
@@ -286,6 +287,7 @@ class SRCNN:
         tmp = np.where(np.isnan(tmp), 0, tmp)
         tmp = tmp[:, self.slc_y_2, self.slc_x_2]
         tmp = self.upsample(tmp)
+        tmp = smooth_2d(tmp)
         # ----------------
         # tmp = upsample_nearest(tmp)
         # tmp = tmp[:, self.slc_y, self.slc_x]