diff --git a/torchvision/transforms/v2/_geometry.py b/torchvision/transforms/v2/_geometry.py
index 96166e05e9a..07e2eeb6f51 100644
--- a/torchvision/transforms/v2/_geometry.py
+++ b/torchvision/transforms/v2/_geometry.py
@@ -1070,7 +1070,7 @@ def make_params(self, flat_inputs: list[Any]) -> dict[str, Any]:
             if kx % 2 == 0:
                 kx += 1
             dx = self._call_kernel(F.gaussian_blur, dx, [kx, kx], list(self.sigma))
-        dx = dx * self.alpha[0] / size[0]
+        dx = dx * self.alpha[0] / size[1]
 
         dy = torch.rand([1, 1] + size) * 2 - 1
         if self.sigma[1] > 0.0:
@@ -1079,7 +1079,7 @@ def make_params(self, flat_inputs: list[Any]) -> dict[str, Any]:
             if ky % 2 == 0:
                 ky += 1
             dy = self._call_kernel(F.gaussian_blur, dy, [ky, ky], list(self.sigma))
-        dy = dy * self.alpha[1] / size[1]
+        dy = dy * self.alpha[1] / size[0]
         displacement = torch.concat([dx, dy], 1).permute([0, 2, 3, 1])  # 1 x H x W x 2
         return dict(displacement=displacement)