diff --git a/modules/deeplearning/unet.py b/modules/deeplearning/unet.py
index 6e5d24863dbd218c5b23c07e6efd1f34b3a59e04..64babc2ce5f56cf77f064cbfb5713c0d15764e84 100644
--- a/modules/deeplearning/unet.py
+++ b/modules/deeplearning/unet.py
@@ -32,9 +32,9 @@ EARLY_STOP = True
 TRIPLET = False
 CONV3D = False
 
-NOISE_TRAINING = True
+NOISE_TRAINING = False
 NOISE_STDDEV = 0.10
-DO_AUGMENT = True
+DO_AUGMENT = False
 
 mean_std_file = home_dir+'/viirs_emis_rad_mean_std.pkl'
 f_stats = open(mean_std_file, 'rb')