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Updates Image to Image Inpainting community pipeline README #1370

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patrickvonplaten merged 2 commits into from
Nov 29, 2022
Merged

Updates Image to Image Inpainting community pipeline README #1370

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94ada4b
updates img2img_inpainting README
vvvm23 Nov 23, 2022
4f785c3
Adds example image to community pipeline README
vvvm23 Nov 23, 2022
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9 changes: 6 additions & 3 deletions examples/community/README.md
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Expand Up @@ -602,7 +602,7 @@ For example, this could be used to place a logo on a shirt and make it blend sea
import PIL
import torch

from diffusers import StableDiffusionInpaintPipeline
from diffusers import DiffusionPipeline

image_path = "./path-to-image.png"
inner_image_path = "./path-to-inner-image.png"
Expand All @@ -612,17 +612,20 @@ init_image = PIL.Image.open(image_path).convert("RGB").resize((512, 512))
inner_image = PIL.Image.open(inner_image_path).convert("RGBA").resize((512, 512))
mask_image = PIL.Image.open(mask_path).convert("RGB").resize((512, 512))

pipe = StableDiffusionInpaintPipeline.from_pretrained(
pipe = DiffusionPipeline.from_pretrained(
"runwayml/stable-diffusion-inpainting",
custom_pipeline="img2img_inpainting",
revision="fp16",
torch_dtype=torch.float16,
torch_dtype=torch.float16
)
pipe = pipe.to("cuda")

prompt = "Your prompt here!"
image = pipe(prompt=prompt, image=init_image, inner_image=inner_image, mask_image=mask_image).images[0]
```

![2 by 2 grid demonstrating image to image inpainting.](https://user-images.githubusercontent.com/44398246/203506577-ec303be4-887e-4ebd-a773-c83fcb3dd01a.png)

### Text Based Inpainting Stable Diffusion

Use a text prompt to generate the mask for the area to be inpainted.
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