diffusers/main/ko/_app/pages/using-diffusers/inpaint.mdx-hf-doc-builder.js

import{S as $e,i as We,s as Ie,e as l,k as p,w as P,t as m,M as Ge,c as s,d as e,m as c,a as n,x as q,h as u,b as o,N as Zt,G as a,g as r,y as z,q as A,o as K,B as O,v as je}from"../../chunks/vendor-hf-doc-builder.js";import{T as Be}from"../../chunks/Tip-hf-doc-builder.js";import{I as Se}from"../../chunks/IconCopyLink-hf-doc-builder.js";import{C as Lt}from"../../chunks/CodeBlock-hf-doc-builder.js";import{D as Re}from"../../chunks/DocNotebookDropdown-hf-doc-builder.js";function Ce(ut){let f,_;return{c(){f=l("p"),_=m("\uC774\uC804\uC758 \uC2E4\uD5D8\uC801\uC778 \uC778\uD398\uC778\uD305 \uAD6C\uD604\uC5D0\uC11C\uB294 \uD488\uC9C8\uC774 \uB0AE\uC740 \uB2E4\uB978 \uD504\uB85C\uC138\uC2A4\uB97C \uC0AC\uC6A9\uD588\uC2B5\uB2C8\uB2E4. \uC774\uC804 \uBC84\uC804\uACFC\uC758 \uD638\uD658\uC131\uC744 \uBCF4\uC7A5\uD558\uAE30 \uC704\uD574 \uC0C8 \uBAA8\uB378\uC774 \uD3EC\uD568\uB418\uC9C0 \uC54A\uC740 \uC0AC\uC804\uD559\uC2B5\uB41C \uD30C\uC774\uD504\uB77C\uC778\uC744 \uBD88\uB7EC\uC624\uBA74 \uC774\uC804 \uC778\uD398\uC778\uD305 \uBC29\uBC95\uC774 \uACC4\uC18D \uC801\uC6A9\uB429\uB2C8\uB2E4.")},l(d){f=s(d,"P",{});var h=n(f);_=u(h,"\uC774\uC804\uC758 \uC2E4\uD5D8\uC801\uC778 \uC778\uD398\uC778\uD305 \uAD6C\uD604\uC5D0\uC11C\uB294 \uD488\uC9C8\uC774 \uB0AE\uC740 \uB2E4\uB978 \uD504\uB85C\uC138\uC2A4\uB97C \uC0AC\uC6A9\uD588\uC2B5\uB2C8\uB2E4. \uC774\uC804 \uBC84\uC804\uACFC\uC758 \uD638\uD658\uC131\uC744 \uBCF4\uC7A5\uD558\uAE30 \uC704\uD574 \uC0C8 \uBAA8\uB378\uC774 \uD3EC\uD568\uB418\uC9C0 \uC54A\uC740 \uC0AC\uC804\uD559\uC2B5\uB41C \uD30C\uC774\uD504\uB77C\uC778\uC744 \uBD88\uB7EC\uC624\uBA74 \uC774\uC804 \uC778\uD398\uC778\uD305 \uBC29\uBC95\uC774 \uACC4\uC18D \uC801\uC6A9\uB429\uB2C8\uB2E4."),h.forEach(e)},m(d,h){r(d,f,h),a(f,_)},d(d){d&&e(f)}}}function xe(ut){let f,_,d,h,L,U,$t,tt,Wt,ft,E,dt,y,et,It,Gt,Z,at,jt,Bt,ht,M,St,lt,Rt,Ct,bt,$,gt,R,xt,wt,W,yt,C,Dt,_t,I,Mt,J,st,b,x,nt,Vt,Xt,D,it,Nt,Ft,V,ot,Qt,Yt,X,Ht,Pt,rt,g,N,G,te,qt,F,j,ee,zt,Q,pt,ct,At,Kt,Y,B,ae,Jt,v,vt,H,Ot,Tt,w,le,kt;return U=new Se({}),E=new Re({props:{classNames:"absolute z-10 right-0 top-0",options:[{label:"Mixed",value:"https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers_doc/ko/inpaint.ipynb"},{label:"PyTorch",value:"https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers_doc/ko/pytorch/inpaint.ipynb"},{label:"TensorFlow",value:"https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers_doc/ko/tensorflow/inpaint.ipynb"},{label:"Mixed",value:"https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/main/diffusers_doc/ko/inpaint.ipynb"},{label:"PyTorch",value:"https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/main/diffusers_doc/ko/pytorch/inpaint.ipynb"},{label:"TensorFlow",value:"https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/main/diffusers_doc/ko/tensorflow/inpaint.ipynb"}]}}),$=new Lt({props:{code:"aW1wb3J0JTIwUElMJTBBaW1wb3J0JTIwcmVxdWVzdHMlMEFpbXBvcnQlMjB0b3JjaCUwQWZyb20lMjBpbyUyMGltcG9ydCUyMEJ5dGVzSU8lMEElMEFmcm9tJTIwZGlmZnVzZXJzJTIwaW1wb3J0JTIwU3RhYmxlRGlmZnVzaW9uSW5wYWludFBpcGVsaW5lJTBBJTBBcGlwZWxpbmUlMjAlM0QlMjBTdGFibGVEaWZmdXNpb25JbnBhaW50UGlwZWxpbmUuZnJvbV9wcmV0cmFpbmVkKCUwQSUyMCUyMCUyMCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi1pbnBhaW50aW5nJTIyJTJDJTBBJTIwJTIwJTIwJTIwdG9yY2hfZHR5cGUlM0R0b3JjaC5mbG9hdDE2JTJDJTBBKSUwQXBpcGVsaW5lJTIwJTNEJTIwcGlwZWxpbmUudG8oJTIyY3VkYSUyMik=",highlighted:`<span class="hljs-keyword">import</span> PIL
<span class="hljs-keyword">import</span> requests
<span class="hljs-keyword">import</span> torch
<span class="hljs-keyword">from</span> io <span class="hljs-keyword">import</span> BytesIO

<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionInpaintPipeline

pipeline = StableDiffusionInpaintPipeline.from_pretrained(
    <span class="hljs-string">&quot;runwayml/stable-diffusion-inpainting&quot;</span>,
    torch_dtype=torch.float16,
)
pipeline = pipeline.to(<span class="hljs-string">&quot;cuda&quot;</span>)`}}),W=new Lt({props:{code:"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",highlighted:`<span class="hljs-keyword">def</span> <span class="hljs-title function_">download_image</span>(<span class="hljs-params">url</span>):
    response = requests.get(url)
    <span class="hljs-keyword">return</span> PIL.Image.<span class="hljs-built_in">open</span>(BytesIO(response.content)).convert(<span class="hljs-string">&quot;RGB&quot;</span>)


img_url = <span class="hljs-string">&quot;https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png&quot;</span>
mask_url = <span class="hljs-string">&quot;https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png&quot;</span>

init_image = download_image(img_url).resize((<span class="hljs-number">512</span>, <span class="hljs-number">512</span>))
mask_image = download_image(mask_url).resize((<span class="hljs-number">512</span>, <span class="hljs-number">512</span>))`}}),I=new Lt({props:{code:"cHJvbXB0JTIwJTNEJTIwJTIyRmFjZSUyMG9mJTIwYSUyMHllbGxvdyUyMGNhdCUyQyUyMGhpZ2glMjByZXNvbHV0aW9uJTJDJTIwc2l0dGluZyUyMG9uJTIwYSUyMHBhcmslMjBiZW5jaCUyMiUwQWltYWdlJTIwJTNEJTIwcGlwZShwcm9tcHQlM0Rwcm9tcHQlMkMlMjBpbWFnZSUzRGluaXRfaW1hZ2UlMkMlMjBtYXNrX2ltYWdlJTNEbWFza19pbWFnZSkuaW1hZ2VzJTVCMCU1RA==",highlighted:`prompt = <span class="hljs-string">&quot;Face of a yellow cat, high resolution, sitting on a park bench&quot;</span>
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