diff --git a/modules/deeplearning/espcn.py b/modules/deeplearning/espcn.py
index 7257ea1196932c996ccd243d86a1fe16729dc644..f72ed3db6cfdb6f642f37cf67626ff03eb545e18 100644
--- a/modules/deeplearning/espcn.py
+++ b/modules/deeplearning/espcn.py
@@ -221,7 +221,7 @@ class ESPCN:
         # if label_param != 'cloud_fraction':
         #     label = scale(label, label_param, mean_std_dct)
 
-        data = normalize(data, data_param, mean_std_dct)
+        data = normalize(data, data_param, mean_std_dct, add_noise=True, noise_scale=0.005)
         if label_param != 'cloud_fraction':
             label = normalize(label, label_param, mean_std_dct)