diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index ce9b188ee7d71323bd0a7323305585a43c16be41..a3159b646ad5e2f21311b548e672469e35e6b50c 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -310,9 +310,13 @@ class IcingIntensityFCN:
             data_alt_ud = np.copy(data_alt)
             label_ud = np.copy(label)
 
-            data = np.concatenate([data, data_ud])
-            data_alt = np.concatenate([data_alt, data_alt_ud])
-            label = np.concatenate([label, label_ud])
+            data_lr = np.flip(data, axis=2)
+            data_alt_lr = np.copy(data_alt)
+            label_lr = np.copy(label)
+
+            data = np.concatenate([data, data_ud, data_lr])
+            data_alt = np.concatenate([data_alt, data_alt_ud, data_alt_lr])
+            label = np.concatenate([label, label_ud, label_lr])
 
         return data, data_alt, label