diff --git a/modules/deeplearning/cloud_fraction_fcn_abi.py b/modules/deeplearning/cloud_fraction_fcn_abi.py
index 683f2c2bad776e519c8a3cdddeb0092cb2ef2cad..4dc56d722284ac3a10d11b38b8dc2e3873373cde 100644
--- a/modules/deeplearning/cloud_fraction_fcn_abi.py
+++ b/modules/deeplearning/cloud_fraction_fcn_abi.py
@@ -32,7 +32,7 @@ EARLY_STOP = True
 
 NOISE_TRAINING = False
 NOISE_STDDEV = 0.01
-DO_AUGMENT = False
+DO_AUGMENT = True
 
 DO_SMOOTH = False
 SIGMA = 1.0