diff --git a/torchsat/datasets/nwpu.py b/torchsat/datasets/nwpu.py
index dab51aa86..44769f4ea 100644
--- a/torchsat/datasets/nwpu.py
+++ b/torchsat/datasets/nwpu.py
@@ -31,6 +31,8 @@ class VHR10(VisionDataset):
     def __init__(
         self,
         root: str,
+        transform: Optional[Callable[[Any], Any]] = None,
+        target_transform: Optional[Callable[[Any], Any]] = None,
         transforms: Optional[Callable[[Any], Any]] = None,
         download: bool = False,
     ) -> None:
@@ -38,11 +40,15 @@ class VHR10(VisionDataset):
 
         Parameters:
             root: root directory where dataset can be found
+            transform: a function/transform that takes in a PIL image and returns a
+                transformed version
+            target_transform: a function/transform that takes in the target and
+                transforms it
             transforms: a function/transform that takes input sample and its target as
                 entry and returns a transformed version
             download: if True, download dataset and store it in the root directory
         """
-        super().__init__(root)
+        super().__init__(root, transforms, transform, target_transform)
 
         if download:
             self.download()