diff --git a/modules/deeplearning/espcn.py b/modules/deeplearning/espcn.py
index 84ccef7e918188fb79ed56154861e1f92e5763e8..0cb574dd622e306fdb757f03cf2949d9be7bfae2 100644
--- a/modules/deeplearning/espcn.py
+++ b/modules/deeplearning/espcn.py
@@ -28,12 +28,10 @@ NUM_EPOCHS = 60
 TRACK_MOVING_AVERAGE = False
 EARLY_STOP = False
 
-NOISE_TRAINING = True
+NOISE_TRAINING = False
 NOISE_STDDEV = 0.10
 DO_AUGMENT = True
 
-img_width = 16
-
 # setup scaling parameters dictionary
 mean_std_dct = {}
 mean_std_file = ancillary_path+'mean_std_lo_hi_l2.pkl'