diffusers/v0.19.2/ko/_app/pages/using-diffusers/img2img.mdx-hf-doc-builder.js

import{S as wl,i as _l,s as vl,e as i,k as o,w as N,t as m,M as Gl,c as r,d as l,m as c,a as p,x as F,h as n,b as u,N as $e,G as t,g as a,y as C,q as D,o as V,B as Y,v as Tl}from"../../chunks/vendor-hf-doc-builder.js";import{T as Il}from"../../chunks/Tip-hf-doc-builder.js";import{I as jl}from"../../chunks/IconCopyLink-hf-doc-builder.js";import{C as re}from"../../chunks/CodeBlock-hf-doc-builder.js";function El(pe){let f,w,d,b,M;return{c(){f=i("p"),w=m("\u{1F4A1} "),d=i("code"),b=m("strength"),M=m("\uB294 \uC785\uB825 \uC774\uBBF8\uC9C0\uC5D0 \uCD94\uAC00\uB418\uB294 \uB178\uC774\uC988\uC758 \uC591\uC744 \uC81C\uC5B4\uD558\uB294 0.0\uC5D0\uC11C 1.0 \uC0AC\uC774\uC758 \uAC12\uC785\uB2C8\uB2E4. 1.0\uC5D0 \uAC00\uAE4C\uC6B4 \uAC12\uC740 \uB2E4\uC591\uD55C \uBCC0\uD615\uC744 \uD5C8\uC6A9\uD558\uC9C0\uB9CC \uC785\uB825 \uC774\uBBF8\uC9C0\uC640 \uC758\uBBF8\uC801\uC73C\uB85C \uC77C\uCE58\uD558\uC9C0 \uC54A\uB294 \uC774\uBBF8\uC9C0\uB97C \uC0DD\uC131\uD569\uB2C8\uB2E4.")},l(h){f=r(h,"P",{});var J=p(f);w=n(J,"\u{1F4A1} "),d=r(J,"CODE",{});var _=p(d);b=n(_,"strength"),_.forEach(l),M=n(J,"\uB294 \uC785\uB825 \uC774\uBBF8\uC9C0\uC5D0 \uCD94\uAC00\uB418\uB294 \uB178\uC774\uC988\uC758 \uC591\uC744 \uC81C\uC5B4\uD558\uB294 0.0\uC5D0\uC11C 1.0 \uC0AC\uC774\uC758 \uAC12\uC785\uB2C8\uB2E4. 1.0\uC5D0 \uAC00\uAE4C\uC6B4 \uAC12\uC740 \uB2E4\uC591\uD55C \uBCC0\uD615\uC744 \uD5C8\uC6A9\uD558\uC9C0\uB9CC \uC785\uB825 \uC774\uBBF8\uC9C0\uC640 \uC758\uBBF8\uC801\uC73C\uB85C \uC77C\uCE58\uD558\uC9C0 \uC54A\uB294 \uC774\uBBF8\uC9C0\uB97C \uC0DD\uC131\uD569\uB2C8\uB2E4."),J.forEach(l)},m(h,J){a(h,f,J),t(f,w),t(f,d),t(d,b),t(f,M)},d(h){h&&l(f)}}}function $l(pe){let f,w,d,b,M,h,J,_,We,me,Q,Ue,ne,I,x,Be,ke,oe,z,Se,ce,j,fe,Z,E,L,Re,Xe,A,Ne,Fe,ue,$,de,P,Ce,he,W,be,U,O,el,Je,v,ye,G,De,K,Ve,Ye,ge,B,Me,k,ee,ll,Ze,H,Qe,we,S,_e,R,le,sl,ve,y,ze,se,Pe,He,te,qe,xe,Ge,T,Le,ae,Ae,Oe,Te,g,tl,Ie;return h=new jl({}),j=new re({props:{code:"IXBpcCUyMGluc3RhbGwlMjBkaWZmdXNlcnMlMjB0cmFuc2Zvcm1lcnMlMjBmdGZ5JTIwYWNjZWxlcmF0ZQ==",highlighted:"!pip install diffusers transformers ftfy accelerate"}}),$=new re({props:{code:"aW1wb3J0JTIwdG9yY2glMEFpbXBvcnQlMjByZXF1ZXN0cyUwQWZyb20lMjBQSUwlMjBpbXBvcnQlMjBJbWFnZSUwQWZyb20lMjBpbyUyMGltcG9ydCUyMEJ5dGVzSU8lMEFmcm9tJTIwZGlmZnVzZXJzJTIwaW1wb3J0JTIwU3RhYmxlRGlmZnVzaW9uSW1nMkltZ1BpcGVsaW5lJTBBJTBBZGV2aWNlJTIwJTNEJTIwJTIyY3VkYSUyMiUwQXBpcGUlMjAlM0QlMjBTdGFibGVEaWZmdXNpb25JbWcySW1nUGlwZWxpbmUuZnJvbV9wcmV0cmFpbmVkKCUyMm5pdHJvc29ja2UlMkZHaGlibGktRGlmZnVzaW9uJTIyJTJDJTIwdG9yY2hfZHR5cGUlM0R0b3JjaC5mbG9hdDE2KS50byglMEElMjAlMjAlMjAlMjBkZXZpY2UlMEEp",highlighted:`<span class="hljs-keyword">import</span> torch
<span class="hljs-keyword">import</span> requests
<span class="hljs-keyword">from</span> PIL <span class="hljs-keyword">import</span> Image
<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> StableDiffusionImg2ImgPipeline

device = <span class="hljs-string">&quot;cuda&quot;</span>
pipe = StableDiffusionImg2ImgPipeline.from_pretrained(<span class="hljs-string">&quot;nitrosocke/Ghibli-Diffusion&quot;</span>, torch_dtype=torch.float16).to(
    device
)`}}),W=new re({props:{code:"dXJsJTIwJTNEJTIwJTIyaHR0cHMlM0ElMkYlMkZyYXcuZ2l0aHVidXNlcmNvbnRlbnQuY29tJTJGQ29tcFZpcyUyRnN0YWJsZS1kaWZmdXNpb24lMkZtYWluJTJGYXNzZXRzJTJGc3RhYmxlLXNhbXBsZXMlMkZpbWcyaW1nJTJGc2tldGNoLW1vdW50YWlucy1pbnB1dC5qcGclMjIlMEElMEFyZXNwb25zZSUyMCUzRCUyMHJlcXVlc3RzLmdldCh1cmwpJTBBaW5pdF9pbWFnZSUyMCUzRCUyMEltYWdlLm9wZW4oQnl0ZXNJTyhyZXNwb25zZS5jb250ZW50KSkuY29udmVydCglMjJSR0IlMjIpJTBBaW5pdF9pbWFnZS50aHVtYm5haWwoKDc2OCUyQyUyMDc2OCkpJTBBaW5pdF9pbWFnZQ==",highlighted:`url = <span class="hljs-string">&quot;https://raw.githubusercontent.com/CompVis/stable-diffusion/main/assets/stable-samples/img2img/sketch-mountains-input.jpg&quot;</span>

response = requests.get(url)
init_image = Image.<span class="hljs-built_in">open</span>(BytesIO(response.content)).convert(<span class="hljs-string">&quot;RGB&quot;</span>)
init_image.thumbnail((<span class="hljs-number">768</span>, <span class="hljs-number">768</span>))
init_image`}}),v=new Il({props:{$$slots:{default:[El]},$$scope:{ctx:pe}}}),B=new re({props:{code:"cHJvbXB0JTIwJTNEJTIwJTIyZ2hpYmxpJTIwc3R5bGUlMkMlMjBhJTIwZmFudGFzeSUyMGxhbmRzY2FwZSUyMHdpdGglMjBjYXN0bGVzJTIyJTBBZ2VuZXJhdG9yJTIwJTNEJTIwdG9yY2guR2VuZXJhdG9yKGRldmljZSUzRGRldmljZSkubWFudWFsX3NlZWQoMTAyNCklMEFpbWFnZSUyMCUzRCUyMHBpcGUocHJvbXB0JTNEcHJvbXB0JTJDJTIwaW1hZ2UlM0Rpbml0X2ltYWdlJTJDJTIwc3RyZW5ndGglM0QwLjc1JTJDJTIwZ3VpZGFuY2Vfc2NhbGUlM0Q3LjUlMkMlMjBnZW5lcmF0b3IlM0RnZW5lcmF0b3IpLmltYWdlcyU1QjAlNUQlMEFpbWFnZQ==",highlighted:`prompt = <span class="hljs-string">&quot;ghibli style, a fantasy landscape with castles&quot;</span>
generator = torch.Generator(device=device).manual_seed(<span class="hljs-number">1024</span>)
image = pipe(prompt=prompt, image=init_image, strength=<span class="hljs-number">0.75</span>, guidance_scale=<span class="hljs-number">7.5</span>, generator=generator).images[<span class="hljs-number">0</span>]
image`}}),S=new re({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> LMSDiscreteScheduler

lms = LMSDiscreteScheduler.from_config(pipe.scheduler.config)
pipe.scheduler = lms
generator = torch.Generator(device=device).manual_seed(<span class="hljs-number">1024</span>)
image = pipe(prompt=prompt, image=init_image, strength=<span class="hljs-number">0.75</span>, guidance_scale=<span class="hljs-number">7.5</span>, generator=generator).images[<span class="hljs-number">0</span>]
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