Modify apply_overlay for inpainting with padding_mask_crop (Inpainting area: "Only Masked") (#8793)

* Modify apply_overlay for inpainting

* style

---------

Co-authored-by: root <root@debian>
Co-authored-by: Álvaro Somoza <[email protected]>
Co-authored-by: yiyixuxu <[email protected]>

Author: 4 people

src/diffusers/image_processor.py

@@ -795,13 +795,11 @@ def apply_overlay(
                 The final image with the overlay applied.
         """
 
-        width, height = image.width, image.height
-
-        init_image = self.resize(init_image, width=width, height=height)
-        mask = self.resize(mask, width=width, height=height)
+        width, height = init_image.width, init_image.height
 
         init_image_masked = PIL.Image.new("RGBa", (width, height))
         init_image_masked.paste(init_image.convert("RGBA").convert("RGBa"), mask=ImageOps.invert(mask.convert("L")))
+
         init_image_masked = init_image_masked.convert("RGBA")
 
         if crop_coords is not None: