{"id":35971,"date":"2025-05-07T09:10:26","date_gmt":"2025-05-07T01:10:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/35971.html"},"modified":"2025-05-07T09:10:26","modified_gmt":"2025-05-07T01:10:26","slug":"aigc%e8%b5%8b%e8%83%bd%e6%8f%92%e7%94%bb%e5%88%9b%e4%bd%9c%ef%bc%9a%e6%8a%80%e6%9c%af%e8%a7%a3%e6%9e%90%e4%b8%8e%e4%bb%a3%e7%a0%81%e5%ae%9e%e6%88%98%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/35971.html","title":{"rendered":"AIGC\u8d4b\u80fd\u63d2\u753b\u521b\u4f5c\uff1a\u6280\u672f\u89e3\u6790\u4e0e\u4ee3\u7801\u5b9e\u6218\u8be6\u89e3"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u4e00\u3001\u6280\u672f\u67b6\u6784\u6df1\u5ea6\u89e3\u6790<\/li>\n<li>\u4e8c\u3001\u4ee3\u7801\u5b9e\u6218&#xff1a;\u6784\u5efaAIGC\u63d2\u753b\u751f\u6210\u5668<\/li>\n<li>\n<ul>\n<li>1. \u73af\u5883\u914d\u7f6e\u4e0e\u4f9d\u8d56\u5b89\u88c5<\/li>\n<li>2. \u6a21\u578b\u52a0\u8f7d\u4e0e\u6587\u672c\u63d0\u793a\u8bcd\u6784\u5efa<\/li>\n<li>3. \u56fe\u50cf\u751f\u6210\u4e0e\u53c2\u6570\u8c03\u4f18<\/li>\n<li>4. \u98ce\u683c\u8fc1\u79fb\u4e0e\u591a\u6a21\u578b\u878d\u5408<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001\u8fdb\u9636\u6280\u5de7&#xff1a;\u53c2\u6570\u8c03\u4f18\u4e0e\u6548\u679c\u589e\u5f3a<\/li>\n<li>\u56db\u3001\u5e94\u7528\u573a\u666f\u4ee3\u7801\u793a\u4f8b<\/li>\n<li>\n<ul>\n<li>1. \u6e38\u620f\u89d2\u8272\u8bbe\u8ba1<\/li>\n<li>2. \u5e7f\u544a\u6d77\u62a5\u751f\u6210<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u6280\u672f\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u516d\u3001\u672a\u6765\u8d8b\u52bf&#xff1a;AIGC\u63d2\u753b\u521b\u4f5c\u751f\u6001<\/li>\n<li>\u4e03\u3001\u5b8c\u6574\u9879\u76ee\u4ee3\u7801\u4ed3\u5e93<\/li>\n<li>\u7ed3\u8bed&#xff1a;\u91cd\u65b0\u5b9a\u4e49\u63d2\u753b\u521b\u4f5c\u8fb9\u754c<\/li>\n<li>\u300a\u4e00\u9897\u67da\u5b50\u7684\u63d2\u753b\u8bed\u8a00\u300b<\/li>\n<li>\n<ul>\n<li>\u5185\u5bb9\u7b80\u4ecb<\/li>\n<li>\u4f5c\u8005\u7b80\u4ecb<\/li>\n<li>\u76ee\u5f55<\/li>\n<li>\u524d\u8a00<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u5728\u6570\u5b57\u827a\u672f\u9886\u57df&#xff0c;AIGC&#xff08;AI-Generated Content&#xff09;\u6280\u672f\u6b63\u4ee5\u6307\u6570\u7ea7\u901f\u5ea6\u9769\u65b0\u63d2\u753b\u521b\u4f5c\u8303\u5f0f\u3002\u4e0b\u9762\u5c06\u901a\u8fc7\u6280\u672f\u539f\u7406\u5256\u6790\u4e0e\u5b8c\u6574\u4ee3\u7801\u5b9e\u73b0&#xff0c;\u5c55\u793a\u5982\u4f55\u4ece\u96f6\u6784\u5efaAIGC\u63d2\u753b\u751f\u6210\u7cfb\u7edf&#xff0c;\u6db5\u76d6\u73af\u5883\u642d\u5efa\u3001\u6a21\u578b\u8c03\u7528\u3001\u53c2\u6570\u8c03\u4f18\u5230\u98ce\u683c\u8fc1\u79fb\u5168\u6d41\u7a0b\u3002<\/p>\n<h2>\u4e00\u3001\u6280\u672f\u67b6\u6784\u6df1\u5ea6\u89e3\u6790<\/h2>\n<p>AIGC\u63d2\u753b\u751f\u6210\u7684\u6838\u5fc3\u57fa\u4e8e\u6269\u6563\u6a21\u578b&#xff08;Diffusion Model&#xff09;&#xff0c;\u5176\u5de5\u4f5c\u539f\u7406\u53ef\u7c7b\u6bd4\u4e3a\u201c\u56fe\u50cf\u89e3\u8c1c\u6e38\u620f\u201d&#xff1a;<\/p>\n<li>\u6b63\u5411\u6269\u6563&#xff1a;\u5411\u771f\u5b9e\u56fe\u50cf\u9010\u6b65\u6dfb\u52a0\u566a\u58f0&#xff0c;\u76f4\u81f3\u53d8\u6210\u7eaf\u968f\u673a\u566a\u58f0<\/li>\n<li>\u9006\u5411\u53bb\u566a&#xff1a;\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u4ece\u566a\u58f0\u4e2d\u8fd8\u539f\u539f\u59cb\u56fe\u50cf<\/li>\n<li>\u6761\u4ef6\u751f\u6210&#xff1a;\u5728\u53bb\u566a\u8fc7\u7a0b\u4e2d\u5f15\u5165\u6587\u672c\u63d0\u793a\u8bcd&#xff08;Prompt&#xff09;&#xff0c;\u5f15\u5bfc\u6a21\u578b\u751f\u6210\u7b26\u5408\u63cf\u8ff0\u7684\u56fe\u50cf<\/li>\n<p>\u4ee5Stable Diffusion\u4e3a\u4f8b&#xff0c;\u5176\u8bad\u7ec3\u6570\u636e\u5305\u542b\u8d8510\u4ebf\u5f20\u56fe\u50cf&#xff0c;\u6a21\u578b\u901a\u8fc7\u5b66\u4e60\u566a\u58f0\u5206\u5e03\u4e0e\u56fe\u50cf\u7279\u5f81\u7684\u6620\u5c04\u5173\u7cfb&#xff0c;\u5b9e\u73b0\u201c\u6587\u672c\u2192\u56fe\u50cf\u201d\u7684\u8de8\u6a21\u6001\u751f\u6210\u3002<\/p>\n<h2>\u4e8c\u3001\u4ee3\u7801\u5b9e\u6218&#xff1a;\u6784\u5efaAIGC\u63d2\u753b\u751f\u6210\u5668<\/h2>\n<p>\u4ee5\u4e0b\u4ee3\u7801\u57fa\u4e8eDiffusers\u5e93&#xff08;Hugging Face\u5b98\u65b9\u5de5\u5177&#xff09;&#xff0c;\u5b9e\u73b0\u4ece\u73af\u5883\u642d\u5efa\u5230\u56fe\u50cf\u751f\u6210\u7684\u5168\u6d41\u7a0b\u3002<\/p>\n<h3>1. \u73af\u5883\u914d\u7f6e\u4e0e\u4f9d\u8d56\u5b89\u88c5<\/h3>\n<p><span class=\"token comment\"># \u521b\u5efa\u865a\u62df\u73af\u5883<\/span><br \/>\npython -m venv aigc_env<br \/>\n<span class=\"token builtin class-name\">source<\/span> aigc_env\/bin\/activate  <span class=\"token comment\"># Windows\u4f7f\u7528aigc_env\\\\Scripts\\\\activate<\/span><\/p>\n<p><span class=\"token comment\"># \u5b89\u88c5\u6838\u5fc3\u4f9d\u8d56<\/span><br \/>\npip <span class=\"token function\">install<\/span> torch torchvision torchaudio &#8211;index-url https:\/\/download.pytorch.org\/whl\/cu118  <span class=\"token comment\"># \u6839\u636eCUDA\u7248\u672c\u9009\u62e9<\/span><br \/>\npip <span class=\"token function\">install<\/span> diffusers transformers accelerate<br \/>\npip <span class=\"token function\">install<\/span> Pillow scipy tqdm<\/p>\n<h3>2. \u6a21\u578b\u52a0\u8f7d\u4e0e\u6587\u672c\u63d0\u793a\u8bcd\u6784\u5efa<\/h3>\n<p><span class=\"token keyword\">from<\/span> diffusers <span class=\"token keyword\">import<\/span> StableDiffusionPipeline<br \/>\n<span class=\"token keyword\">import<\/span> torch<\/p>\n<p><span class=\"token comment\"># \u52a0\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b&#xff08;\u652f\u6301\u591a\u79cd\u98ce\u683c&#xff09;<\/span><br \/>\nmodel_id <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;runwayml\/stable-diffusion-v1-5&#034;<\/span>  <span class=\"token comment\"># \u53ef\u66ff\u6362\u4e3a\u5176\u4ed6\u6a21\u578b<\/span><br \/>\npipe <span class=\"token operator\">&#061;<\/span> StableDiffusionPipeline<span class=\"token punctuation\">.<\/span>from_pretrained<span class=\"token punctuation\">(<\/span>model_id<span class=\"token punctuation\">,<\/span> torch_dtype<span class=\"token operator\">&#061;<\/span>torch<span class=\"token punctuation\">.<\/span>float16<span class=\"token punctuation\">)<\/span><br \/>\npipe <span class=\"token operator\">&#061;<\/span> pipe<span class=\"token punctuation\">.<\/span>to<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;cuda&#034;<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u4f7f\u7528GPU\u52a0\u901f<\/span><\/p>\n<p><span class=\"token comment\"># \u6784\u5efa\u6587\u672c\u63d0\u793a\u8bcd<\/span><br \/>\nprompt <span class=\"token operator\">&#061;<\/span> <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nA dreamy forest at twilight, illuminated by bioluminescent plants,<br \/>\npainted in the style of Alphonse Mucha with intricate Art Nouveau details,<br \/>\nusing a palette of deep purples and emerald greens<br \/>\n&#034;&#034;&#034;<\/span><br \/>\nnegative_prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;ugly, deformed, blurry, bad anatomy&#034;<\/span>  <span class=\"token comment\"># \u8d1f\u9762\u63d0\u793a\u8bcd<\/span><\/p>\n<h3>3. \u56fe\u50cf\u751f\u6210\u4e0e\u53c2\u6570\u8c03\u4f18<\/h3>\n<p><span class=\"token comment\"># \u6838\u5fc3\u53c2\u6570\u8bbe\u7f6e<\/span><br \/>\nparameters <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;prompt&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;negative_prompt&#034;<\/span><span class=\"token punctuation\">:<\/span> negative_prompt<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;width&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">768<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u8f93\u51fa\u5bbd\u5ea6<\/span><br \/>\n    <span class=\"token string\">&#034;height&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">768<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u8f93\u51fa\u9ad8\u5ea6<\/span><br \/>\n    <span class=\"token string\">&#034;num_inference_steps&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u53bb\u566a\u8fed\u4ee3\u6b21\u6570<\/span><br \/>\n    <span class=\"token string\">&#034;guidance_scale&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">7.5<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u6587\u672c\u5339\u914d\u5ea6&#xff08;1-30&#xff09;<\/span><br \/>\n    <span class=\"token string\">&#034;seed&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">42<\/span>  <span class=\"token comment\"># \u968f\u673a\u79cd\u5b50&#xff08;\u4fdd\u8bc1\u7ed3\u679c\u53ef\u590d\u73b0&#xff09;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># \u751f\u6210\u56fe\u50cf<\/span><br \/>\n<span class=\"token keyword\">with<\/span> torch<span class=\"token punctuation\">.<\/span>autocast<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;cuda&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    image <span class=\"token operator\">&#061;<\/span> pipe<span class=\"token punctuation\">(<\/span><span class=\"token operator\">**<\/span>parameters<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>images<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u4fdd\u5b58\u7ed3\u679c<\/span><br \/>\nimage<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aigc_artwork.png&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>4. \u98ce\u683c\u8fc1\u79fb\u4e0e\u591a\u6a21\u578b\u878d\u5408<\/h3>\n<p>\u901a\u8fc7\u52a0\u8f7d\u4e0d\u540c\u98ce\u683c\u7684\u6a21\u578b&#xff0c;\u5b9e\u73b0\u98ce\u683c\u5316\u521b\u4f5c&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u52a0\u8f7d\u7279\u5b9a\u98ce\u683c\u6a21\u578b&#xff08;\u5982\u52a8\u6f2b\u98ce\u683c&#xff09;<\/span><br \/>\nanime_model_id <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;waifu-diffusion\/wd-v1-4-diffusers&#034;<\/span><br \/>\nanime_pipe <span class=\"token operator\">&#061;<\/span> StableDiffusionPipeline<span class=\"token punctuation\">.<\/span>from_pretrained<span class=\"token punctuation\">(<\/span>anime_model_id<span class=\"token punctuation\">,<\/span> torch_dtype<span class=\"token operator\">&#061;<\/span>torch<span class=\"token punctuation\">.<\/span>float16<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>to<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;cuda&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u751f\u6210\u52a8\u6f2b\u98ce\u683c\u56fe\u50cf<\/span><br \/>\nanime_image <span class=\"token operator\">&#061;<\/span> anime_pipe<span class=\"token punctuation\">(<\/span>prompt<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;A cyberpunk cityscape with neon signs&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                         guidance_scale<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8.0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                         num_inference_steps<span class=\"token operator\">&#061;<\/span><span class=\"token number\">40<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>images<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><br \/>\nanime_image<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;cyberpunk_anime.png&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h2>\u4e09\u3001\u8fdb\u9636\u6280\u5de7&#xff1a;\u53c2\u6570\u8c03\u4f18\u4e0e\u6548\u679c\u589e\u5f3a<\/h2>\n<li>\n<p>\u8fed\u4ee3\u6b21\u6570&#xff08;num_inference_steps&#xff09;<\/p>\n<ul>\n<li>\u4f4e\u503c&#xff08;20-30&#xff09;&#xff1a;\u5feb\u901f\u751f\u6210\u8349\u56fe<\/li>\n<li>\u9ad8\u503c&#xff08;50&#043;&#xff09;&#xff1a;\u589e\u5f3a\u7ec6\u8282\u548c\u8272\u5f69<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6587\u672c\u5339\u914d\u5ea6&#xff08;guidance_scale&#xff09;<\/p>\n<ul>\n<li>\u4f4e\u503c&#xff08;1-5&#xff09;&#xff1a;\u4fdd\u7559\u66f4\u591a\u521b\u610f\u81ea\u7531\u5ea6<\/li>\n<li>\u9ad8\u503c&#xff08;7-15&#xff09;&#xff1a;\u4e25\u683c\u9075\u5faa\u6587\u672c\u63cf\u8ff0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u968f\u673a\u79cd\u5b50&#xff08;seed&#xff09;<\/p>\n<ul>\n<li>\u56fa\u5b9a\u79cd\u5b50&#xff1a;\u5b9e\u73b0\u7ed3\u679c\u53ef\u590d\u73b0<\/li>\n<li>\u968f\u673a\u79cd\u5b50&#xff1a;\u63a2\u7d22\u591a\u6837\u5316\u521b\u610f<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8d1f\u9762\u63d0\u793a\u8bcd&#xff08;negative_prompt&#xff09;<\/p>\n<ul>\n<li>\u6d88\u9664\u4e0d\u9700\u8981\u7684\u5143\u7d20&#xff0c;\u5982\u201cblurry, duplicate, lowres\u201d<\/li>\n<\/ul>\n<\/li>\n<h2>\u56db\u3001\u5e94\u7528\u573a\u666f\u4ee3\u7801\u793a\u4f8b<\/h2>\n<h3>1. \u6e38\u620f\u89d2\u8272\u8bbe\u8ba1<\/h3>\n<p>role_prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nA heroic knight with a glowing sword, wearing intricate plate armor,<br \/>\nstanding on a floating island in a cloudy sky,<br \/>\ninspired by the art of Yoshitaka Amano<br \/>\n&#034;&#034;&#034;<\/span><br \/>\nrole_image <span class=\"token operator\">&#061;<\/span> pipe<span class=\"token punctuation\">(<\/span>prompt<span class=\"token operator\">&#061;<\/span>role_prompt<span class=\"token punctuation\">,<\/span> guidance_scale<span class=\"token operator\">&#061;<\/span><span class=\"token number\">9.0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>images<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><br \/>\nrole_image<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;game_character.png&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>2. \u5e7f\u544a\u6d77\u62a5\u751f\u6210<\/h3>\n<p>ad_prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nA minimalist poster for a new smartphone,<br \/>\nfeaturing a sleek device on a black background,<br \/>\nwith the tagline &#039;Innovation Redefined&#039; in bold white text,<br \/>\nusing the style of Saul Bass<br \/>\n&#034;&#034;&#034;<\/span><br \/>\nad_image <span class=\"token operator\">&#061;<\/span> pipe<span class=\"token punctuation\">(<\/span>prompt<span class=\"token operator\">&#061;<\/span>ad_prompt<span class=\"token punctuation\">,<\/span> width<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1024<\/span><span class=\"token punctuation\">,<\/span> height<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1536<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>images<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><br \/>\nad_image<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ad_poster.png&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h2>\u4e94\u3001\u6280\u672f\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848<\/h2>\n<li>\n<p>\u7248\u6743\u4e0e\u4f26\u7406\u95ee\u9898<\/p>\n<ul>\n<li>\u4f7f\u7528\u5f00\u6e90\u6a21\u578b&#xff08;\u5982CC0\u8bb8\u53ef&#xff09;<\/li>\n<li>\u6dfb\u52a0\u6c34\u5370\u6807\u8bc6AI\u751f\u6210<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8bed\u4e49\u7406\u89e3\u4e0d\u8db3<\/p>\n<ul>\n<li>\u4f7f\u7528\u5206\u8bcd\u5de5\u5177\u4f18\u5316\u63d0\u793a\u8bcd\u7ed3\u6784<\/li>\n<li>\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b&#xff08;\u5982GPT-4&#xff09;\u751f\u6210\u590d\u6742\u63cf\u8ff0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8ba1\u7b97\u8d44\u6e90\u9650\u5236<\/p>\n<ul>\n<li>\u4f7f\u7528\u6a21\u578b\u91cf\u5316\u6280\u672f&#xff08;\u5982FP16\/INT8&#xff09;<\/li>\n<li>\u91c7\u7528\u5206\u5e03\u5f0f\u63a8\u7406\u6846\u67b6&#xff08;\u5982DeepSpeed&#xff09;<\/li>\n<\/ul>\n<\/li>\n<h2>\u516d\u3001\u672a\u6765\u8d8b\u52bf&#xff1a;AIGC\u63d2\u753b\u521b\u4f5c\u751f\u6001<\/h2>\n<li>\n<p>\u5b9e\u65f6\u4ea4\u4e92\u521b\u4f5c<\/p>\n<ul>\n<li>\u7ed3\u5408WebGPU\u5b9e\u73b0\u6d4f\u89c8\u5668\u7aef\u5b9e\u65f6\u751f\u6210<\/li>\n<li>\u652f\u6301\u624b\u52bf\/\u8bed\u97f3\u63a7\u5236\u521b\u4f5c\u53c2\u6570<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>AI\u8f85\u52a9\u521b\u4f5c\u5de5\u5177\u94fe<\/p>\n<ul>\n<li>\u667a\u80fd\u6784\u56fe\u5efa\u8bae&#xff08;\u5982\u9ec4\u91d1\u5206\u5272\u7ebf\u63d0\u793a&#xff09;<\/li>\n<li>\u8272\u5f69\u642d\u914d\u63a8\u8350&#xff08;\u57fa\u4e8e\u8272\u5f69\u5fc3\u7406\u5b66&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8de8\u6a21\u6001\u878d\u5408<\/p>\n<ul>\n<li>\u6587\u672c&#043;\u97f3\u9891\u751f\u6210\u52a8\u6001\u63d2\u753b<\/li>\n<li>3D\u6a21\u578b\u81ea\u52a8\u751f\u62102D\u6982\u5ff5\u56fe<\/li>\n<\/ul>\n<\/li>\n<h2>\u4e03\u3001\u5b8c\u6574\u9879\u76ee\u4ee3\u7801\u4ed3\u5e93<\/h2>\n<p>\u6240\u6709\u4ee3\u7801\u5df2\u4e0a\u4f20\u81f3GitHub&#xff1a;<\/p>\n<p><span class=\"token function\">git<\/span> clone https:\/\/github.com\/your-repo\/aigc-illustration.git<br \/>\n<span class=\"token builtin class-name\">cd<\/span> aigc-illustration<br \/>\npip <span class=\"token function\">install<\/span> -r requirements.txt<br \/>\npython generate_art.py  <span class=\"token comment\"># \u6267\u884c\u793a\u4f8b\u811a\u672c<\/span><\/p>\n<h2>\u7ed3\u8bed&#xff1a;\u91cd\u65b0\u5b9a\u4e49\u63d2\u753b\u521b\u4f5c\u8fb9\u754c<\/h2>\n<p>AIGC\u6280\u672f\u4e0d\u4ec5\u6539\u53d8\u4e86\u63d2\u753b\u7684\u751f\u4ea7\u65b9\u5f0f&#xff0c;\u66f4\u91cd\u6784\u4e86\u521b\u610f\u7684\u672c\u8d28\u3002\u5f53\u827a\u672f\u5bb6\u8f93\u5165\u201c\u8d5b\u535a\u670b\u514b\u98ce\u683c\u7684\u6566\u714c\u98de\u5929\u201d\u65f6&#xff0c;AI\u4e0d\u4ec5\u80fd\u751f\u6210\u56fe\u50cf&#xff0c;\u8fd8\u80fd\u63d0\u4f9b&#xff1a;<\/p>\n<ul>\n<li>\u8272\u5f69\u642d\u914d\u65b9\u6848&#xff08;#FF00FF &#043; #00FFFF&#xff09;<\/li>\n<li>\u6784\u56fe\u5efa\u8bae&#xff08;\u4e09\u5206\u6cd5&#043;\u5f15\u5bfc\u7ebf&#xff09;<\/li>\n<li>\u98ce\u683c\u6f14\u53d8\u5386\u53f2&#xff08;\u4ece\u83ab\u9ad8\u7a9f\u58c1\u753b\u5230\u84b8\u6c7d\u6ce2\u827a\u672f&#xff09;<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u201c\u521b\u4f5c-\u5206\u6790-\u8fed\u4ee3\u201d\u7684\u95ed\u73af&#xff0c;\u5c06\u4f7f\u63d2\u753b\u827a\u672f\u8fdb\u5165\u4eba\u673a\u534f\u540c\u7684\u667a\u80fd\u521b\u4f5c\u65f6\u4ee3\u3002\u6b63\u5982\u300a\u81ea\u7136\u300b\u6742\u5fd7\u6240\u8a00&#xff1a;\u201cAI\u4e0d\u662f\u66ff\u4ee3\u8005&#xff0c;\u800c\u662f\u521b\u610f\u653e\u5927\u5668\u2014\u2014\u5b83\u5c06\u4eba\u7c7b\u7684\u60f3\u8c61\u529b\u8f6c\u5316\u4e3a\u89c6\u89c9\u73b0\u5b9e\u3002\u201d<\/p>\n<hr \/>\n<p>\u6280\u672f\u9644\u5f55<\/p>\n<ul>\n<li>\u63a8\u8350\u6a21\u578b\u5e93&#xff1a;Hugging Face Models<\/li>\n<li>\u63d0\u793a\u8bcd\u4f18\u5316\u5de5\u5177&#xff1a;Lexica Art<\/li>\n<li>\u98ce\u683c\u8fc1\u79fb\u53c2\u8003&#xff1a;StyleGAN-NADA<\/li>\n<\/ul>\n<hr \/>\n<h2>\u300a\u4e00\u9897\u67da\u5b50\u7684\u63d2\u753b\u8bed\u8a00\u300b<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250507011024-681ab3009a151.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><font color=\"red\">\u83b7\u53d6\u65b9\u5f0f&#xff1a;https:\/\/item.jd.com\/10148159378811.html<\/font><\/p>\n<h3>\u5185\u5bb9\u7b80\u4ecb<\/h3>\n<p>\u300a\u4e00\u9897\u67da\u5b50\u7684\u63d2\u753b\u8bed\u8a00\u300b\u4e0d\u4ec5\u662f\u4e00\u672c\u513f\u7ae5\u63d2\u753b\u6559\u7a0b&#xff0c;\u800c\u4e14\u6536\u5f55\u4e86\u4eba\u6c14\u63d2\u753b\u5e08\u67da\u5b50\u81ea2019\u5e74\u81f32024\u5e74\u63d2\u753b\u4ee3\u8868\u4f5c\u8fd1160\u5e45&#xff0c;\u6db5\u76d6\u4e86\u4eba\u7269\u3001\u52a8\u7269\u3001\u5927\u573a\u666f\u7b49\u591a\u79cd\u5143\u7d20&#xff0c;\u6bcf\u4e00\u5e45\u90fd\u51dd\u805a\u4e86\u4f5c\u8005\u5bf9\u63d2\u753b\u827a\u672f\u7684\u6df1\u523b\u7406\u89e3\u4e0e\u5bf9\u751f\u6d3b\u7684\u72ec\u7279\u611f\u609f\u3002<\/p>\n<p>\u5728\u672c\u4e66\u4e2d&#xff0c;\u67da\u5b50\u8001\u5e08\u5bf9\u5176\u5178\u578b\u4f5c\u54c1\u7684\u7ed8\u5236\u65b9\u6cd5\u548c\u6280\u5de7\u8fdb\u884c\u4e86\u7ec6\u81f4\u7684\u89e3\u6790&#xff0c;\u65e0\u8bba\u662f\u7ebf\u6761\u7684\u52fe\u52d2\u3001\u8272\u5f69\u7684\u642d\u914d&#xff0c;\u8fd8\u662f\u7ec6\u8282\u7684\u523b\u753b&#xff0c;\u90fd\u4f53\u73b0\u4e86\u5176\u9ad8\u8d85\u7684\u7ed8\u753b\u6280\u827a\u548c\u4e30\u5bcc\u7684\u521b\u4f5c\u7ecf\u9a8c\u3002\u6b64\u5916&#xff0c;\u4e66\u4e2d\u8fd8\u9644\u5e26\u4e86\u4f5c\u753b\u89c6\u9891\u6559\u7a0b\u548c\u7ebf\u7a3f\u3001\u8272\u5361\u7b49\u7d20\u6750&#xff0c;\u8ba9\u8bfb\u8005\u80fd\u591f\u66f4\u76f4\u89c2\u5730\u5b66\u4e60\u67da\u5b50\u8001\u5e08\u7684\u7ed8\u753b\u8fc7\u7a0b&#xff0c;\u8f7b\u677e\u638c\u63e1\u63d2\u753b\u7684\u7cbe\u9ad3\u3002<\/p>\n<p>\u67da\u5b50\u8001\u5e08\u7684\u63d2\u753b\u4f5c\u54c1\u4e2d\u5145\u6ee1\u4e86\u5446\u840c\u53ef\u7231\u7684\u4eba\u7269\u5f62\u8c61\u548c\u7470\u4e3d\u5947\u5e7b\u7684\u573a\u666f&#xff0c;\u4eff\u4f5b\u5c06\u8bfb\u8005\u5e26\u5165\u4e86\u4e00\u4e2a\u5982\u68a6\u4f3c\u5e7b\u7684\u7ae5\u8bdd\u4e16\u754c\u3002\u8fd9\u4e9b\u753b\u4f5c\u4ee4\u4eba\u8111\u6d1e\u5927\u5f00&#xff0c;\u80fd\u5f88\u597d\u5730\u6fc0\u53d1\u8bfb\u8005\u7684\u60f3\u8c61\u529b\u548c\u521b\u9020\u529b\u3002\u540c\u65f6&#xff0c;\u4e66\u4e2d\u753b\u4f5c\u7684\u9074\u9009\u4e0e\u8bbe\u8ba1\u4e5f\u522b\u5177\u5320\u5fc3&#xff0c;\u65e2\u65b9\u4fbf\u8bfb\u8005\u4e34\u4e60\u5c55\u793a&#xff0c;\u4e5f\u503c\u5f97\u6536\u85cf&#xff0c;\u662f\u5b66\u4e60\u513f\u7ae5\u63d2\u753b\u7684\u4e0d\u4e8c\u4e4b\u9009\u3002<\/p>\n<h3>\u4f5c\u8005\u7b80\u4ecb<\/h3>\n<p>\u67da\u5b50&#xff0c;\u672c\u540d\u5f6d\u4fca\u7433&#xff0c;\u804c\u4e1a\u63d2\u753b\u5e08&#xff0c;\u6bd5\u4e1a\u4e8e\u5317\u4eac\u670d\u88c5\u5b66\u9662&#xff0c;\u63d2\u753b\u7814\u7a76\u65b9\u5411\u7855\u58eb\u7814\u7a76\u751f&#xff0c;\u73b0\u4e3a\u5317\u4eac\u670d\u88c5\u5b66\u9662\u63d2\u753b\u4e0e\u89c6\u89c9\u5a92\u4ecb\u5de5\u4f5c\u5ba4\u6210\u5458\u3001\u56fd\u9645\u63d2\u753b\u827a\u672f\u521b\u4f5c\u7814\u7a76\u4e2d\u5fc3\u5408\u4f5c\u63d2\u753b\u5e08\u3001LOFTER 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