diff --git a/src/mflux/controlnet/controlnet_util.py b/src/mflux/controlnet/controlnet_util.py
index e0dffd7..64cb27c 100644
--- a/src/mflux/controlnet/controlnet_util.py
+++ b/src/mflux/controlnet/controlnet_util.py
@@ -17,6 +17,13 @@ class ControlnetUtil:
         image_to_canny = np.concatenate([image_to_canny, image_to_canny, image_to_canny], axis=2)
         return PIL.Image.fromarray(image_to_canny)
 
+    @staticmethod
+    def scale_image(height: int, width: int, img: PIL.Image) -> PIL.Image:
+        if height != img.height or width != img.width:
+            log.warning(f"Control image has different dimensions than the model. Resizing to {width}x{height}")
+            img = img.resize((width, height), PIL.Image.LANCZOS)
+        return img
+
     @staticmethod
     def save_canny_image(control_image: PIL.Image, path: str):
         from mflux import ImageUtil
diff --git a/src/mflux/controlnet/flux_controlnet.py b/src/mflux/controlnet/flux_controlnet.py
index 604a93f..5f4687e 100644
--- a/src/mflux/controlnet/flux_controlnet.py
+++ b/src/mflux/controlnet/flux_controlnet.py
@@ -131,7 +131,7 @@ class Flux1Controlnet:
 
         # Embed the controlnet reference image
         control_image = ImageUtil.load_image(controlnet_image_path)
-        control_image = ImageUtil.scale_to_dimensions(control_image, config.height, config.width)
+        control_image = ControlnetUtil.scale_image(config.height, config.width, control_image)
         control_image = ControlnetUtil.preprocess_canny(control_image)
         if controlnet_save_canny:
             ControlnetUtil.save_canny_image(control_image, output)