diff --git a/torchgeo/datamodules/inria.py b/torchgeo/datamodules/inria.py
index bc524e5e921..81503810011 100644
--- a/torchgeo/datamodules/inria.py
+++ b/torchgeo/datamodules/inria.py
@@ -58,7 +58,7 @@ def __init__(
             _RandomNCrop(self.patch_size, batch_size),
             data_keys=["image", "mask"],
         )
-        self.val_aug = AugmentationSequential(
+        self.aug = AugmentationSequential(
             K.Normalize(mean=self.mean, std=self.std),
             _RandomNCrop(self.patch_size, batch_size),
             data_keys=["image", "mask"],