diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py
index 6c02e06a6523..9087064ae0b8 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py
@@ -447,7 +447,7 @@ def prepare_depth_map(self, image, depth_map, batch_size, do_classifier_free_gui
         if isinstance(image[0], PIL.Image.Image):
             width, height = image[0].size
         else:
-            width, height = image[0].shape[-2:]
+            height, width = image[0].shape[-2:]
 
         if depth_map is None:
             pixel_values = self.feature_extractor(images=image, return_tensors="pt").pixel_values