{"id":2174,"date":"2023-07-08T13:44:40","date_gmt":"2023-07-08T05:44:40","guid":{"rendered":"http:\/\/viplao.com\/?p=2174"},"modified":"2023-07-11T05:47:57","modified_gmt":"2023-07-10T21:47:57","slug":"%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/","title":{"rendered":"\u706b\u7206\u7684AIGC\u5e94\u7528\uff01\u5165\u95e8\u6307\u5f15\u5b9e\u8df5"},"content":{"rendered":"\n<p>\u7801\u5b57\u4e0d\u6613\uff0cSD\u4fdd\u59c6\u6559\u7a0b\uff0c\u4ece\u539f\u7406\u529f\u80fd\u5230\u6848\u4f8b\u8f93\u51fa\u5c55\u793a\uff0c\u6700\u540e\u7b80\u8ff0ControlNet\u7684\u4f7f\u7528\u6280\u5de7\uff0c\u56fe\u6587\u7ea61\u4e075\u5343\u5b57\u5de6\u53f3\uff0c\u9605\u8bfb\u65f6\u957f\u7ea620\u5206\u949f\uff5e<\/p>\n\n\n\n<figure 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VAE\u7684\u4ecb\u7ecd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#4_embedding%E7%9A%84%E4%BB%8B%E7%BB%8D\" title=\"4. embedding\u7684\u4ecb\u7ecd\">4. embedding\u7684\u4ecb\u7ecd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#5_LORA%E7%9A%84%E4%BB%8B%E7%BB%8D\" title=\"5. LORA\u7684\u4ecb\u7ecd\">5. LORA\u7684\u4ecb\u7ecd<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#%E5%9B%9B%E3%80%81%E5%9B%BE%E7%94%9F%E5%9B%BE%E4%B8%8B%E7%9A%84%E5%8A%9F%E8%83%BD%E8%AF%A6%E8%A7%A3\" title=\"\u56db\u3001\u56fe\u751f\u56fe\u4e0b\u7684\u529f\u80fd\u8be6\u89e3\">\u56db\u3001\u56fe\u751f\u56fe\u4e0b\u7684\u529f\u80fd\u8be6\u89e3<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#1_%E5%9B%BE%E7%94%9F%E5%9B%BE\" title=\"1. \u56fe\u751f\u56fe\">1. \u56fe\u751f\u56fe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#2_%E7%BB%98%E5%9B%BE\" title=\"2. \u7ed8\u56fe\">2. \u7ed8\u56fe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#3_%E5%B1%80%E9%83%A8%E9%87%8D%E7%BB%98\" title=\"3. \u5c40\u90e8\u91cd\u7ed8\">3. \u5c40\u90e8\u91cd\u7ed8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#4_%E6%89%B9%E9%87%8F%E5%A4%84%E7%90%86\" title=\"4. \u6279\u91cf\u5904\u7406\">4. \u6279\u91cf\u5904\u7406<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#%E4%BA%94%E3%80%81ControlNet%E7%9A%84%E4%BD%BF%E7%94%A8\" title=\"\u4e94\u3001ControlNet\u7684\u4f7f\u7528\">\u4e94\u3001ControlNet\u7684\u4f7f\u7528<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#1_%E4%B8%80%E5%9B%BE%E6%90%9E%E5%AE%9A%E6%8F%92%E4%BB%B6%E5%AE%89%E8%A3%85\" title=\"1. \u4e00\u56fe\u641e\u5b9a\u63d2\u4ef6\u5b89\u88c5\">1. \u4e00\u56fe\u641e\u5b9a\u63d2\u4ef6\u5b89\u88c5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#2_Canny_%E8%BE%B9%E7%BC%98%E6%A3%80%E6%B5%8B\" title=\"2. Canny \u8fb9\u7f18\u68c0\u6d4b\">2. Canny \u8fb9\u7f18\u68c0\u6d4b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#4_Hed_%E8%BE%B9%E7%BC%98%E6%A3%80%E6%B5%8B%EF%BC%8C%E7%BB%86%E8%8A%82%E4%BF%9D%E7%95%99\" title=\"4. Hed \u8fb9\u7f18\u68c0\u6d4b\uff0c\u7ec6\u8282\u4fdd\u7559\">4. Hed \u8fb9\u7f18\u68c0\u6d4b\uff0c\u7ec6\u8282\u4fdd\u7559<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#5_MLSD_%E7%BA%BF%E6%80%A7%E6%A3%80%E6%B5%8B\" title=\"5. MLSD \u7ebf\u6027\u68c0\u6d4b\">5. MLSD \u7ebf\u6027\u68c0\u6d4b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#6_Open_pose-%E4%BA%BA%E7%89%A9%E6%91%86pose\" title=\"6. Open pose-\u4eba\u7269\u6446pose\">6. Open pose-\u4eba\u7269\u6446pose<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#7_LeRes%E6%B7%B1%E5%BA%A6%E4%BF%A1%E6%81%AF%E4%BC%B0%E7%AE%97\" title=\"7. LeRes\u6df1\u5ea6\u4fe1\u606f\u4f30\u7b97\">7. LeRes\u6df1\u5ea6\u4fe1\u606f\u4f30\u7b97<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/#%E5%85%AD%E3%80%81%E7%BB%93%E8%AF%AD\" title=\"\u516d\u3001\u7ed3\u8bed\">\u516d\u3001\u7ed3\u8bed<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Stable_Diffusion%E7%9A%84%E5%9F%BA%E6%9C%AC%E4%BB%8B%E7%BB%8D\"><\/span>Stable Diffusion\u7684\u57fa\u672c\u4ecb\u7ecd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u9664\u4e86\u5b98\u65b9\u7ed9\u51fa\u7684\u89e3\u91ca\u3002<\/p>\n\n\n\n<p>\u5b83\u548cMJ\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/p>\n\n\n\n<p>\u4e3a\u4e86\u66f4\u65b9\u4fbf\u7684\u7406\u89e3\uff0c\u6211\u4eec\u5c06Stable Diffusion\u4e0eMidjourney\u505a\u4e00\u4e2a\u5bf9\u6bd4\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-a9890c56cd8c75f7d2d6e721edaf57a8_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E5%9F%BA%E7%A1%80%E4%BB%8B%E7%BB%8D\"><\/span><strong>\u4e00\u3001\u57fa\u7840\u4ecb\u7ecd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E6%8F%90%E7%A4%BA%E8%AF%8D\"><\/span>1. \u63d0\u793a\u8bcd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u63d0\u793a\u8bcd\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206\u3002<\/p>\n\n\n\n<p><strong>1\uff09\u6b63\u5411\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>i. \u751f\u6210\u56fe\u50cf\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u6b63\u5411\u63d0\u793a\u8bcd\u6765\u6307\u5b9a\u60f3\u8981\u751f\u6210\u7684\u56fe\u50cf\u3002\u6b63\u5411\u63d0\u793a\u8bcd\u53ef\u4ee5\u662f\u8111\u5b50\u91cc\u60f3\u5230\u7684\u56fe\u7247\u6216\u4e00\u53e5\u8bdd\uff0c\u5c06\u5176\u62c6\u5206\u6210\u4e0d\u540c\u7684\u5173\u952e\u8bcd\uff0c\u5e76\u7528\u9017\u53f7\u9694\u5f00\u4f5c\u4e3a\u8f93\u5165\u3002<\/p>\n\n\n\n<p>ii. \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u76f8\u540c\u7684\u6307\u4ee4\u5728\u4e0d\u540c\u7684\u6a21\u578b\u5e93\u548c\u53c2\u6570\u4e0b\uff0c\u751f\u6210\u7684\u8f93\u51fa\u56fe\u50cf\u53ef\u80fd\u4f1a\u4e0d\u4e00\u6837\u3002\u6b64\u5916\uff0c\u63d0\u793a\u8bcd\u7684\u987a\u5e8f\u4e5f\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u987a\u5e8f\u4f1a\u5f71\u54cd\u5230\u751f\u6210\u56fe\u50cf\u7684\u6743\u91cd\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u8d8a\u9760\u524d\u7684\u63d0\u793a\u8bcd\u6743\u91cd\u8d8a\u5927\uff0c\u8d8a\u9760\u540e\u7684\u63d0\u793a\u8bcd\u6743\u91cd\u8d8a\u5c0f\u3002<\/p>\n\n\n\n<p><strong>2\uff09\u6392\u9664\u8bcd<\/strong><\/p>\n\n\n\n<p>\u8f93\u5165\u6846\u5185\u8f93\u5165\u7684\u6807\u7b7e\u5185\u5bb9\u5c31\u662f\u4f60\u753b\u9762\u4e2d\u4e0d\u60f3\u8981\u51fa\u73b0\u7684\u4e1c\u897f\uff0c\u5982\uff1a\u4f4e\u8d28\u91cf\u7684\uff0c\u7f3a\u624b\u6307\uff0c\u4e94\u5b98\u4e0d\u9f50\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u7ed9\u5927\u5bb6\u505a\u4e00\u4e2a\u6848\u4f8b\u6f14\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-34ee37ba1f881f7a48bf883aa63d6adb_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>3\uff09\u63d0\u793a\u8bcd\u62c6\u5206<\/strong><\/p>\n\n\n\n<p>\u5bf9\u4e8e\u4f7f\u7528\u63d0\u793a\u8bcd\u751f\u6210\u56fe\u50cf\u751f\u6210\u7684\u5c0f\u4f19\u4f34\u6765\u8bf4\uff0c\u5f53\u770b\u5230\u559c\u6b22\u7684\u56fe\u50cf\u6216\u8111\u6d77\u4e2d\u60f3\u5230\u5f88\u591a\u753b\u9762\uff0c\u4f46\u5374\u4e0d\u77e5\u9053\u5982\u4f55\u7528\u63d0\u793a\u8bcd\u51c6\u786e\u63cf\u8ff0\uff0c\u73b0\u5728\u6709\u4e09\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u5927\u5bb6\u5feb\u901f\u62c6\u5206\u548c\u751f\u6210\u56fe\u50cf\u3002<\/p>\n\n\n\n<p>i. Stable Diffusion \u4e2d\u81ea\u5e26\u53cd\u5806\u529f\u80fd\uff0c\u53ef\u4ee5\u901a\u8fc7\u5c06\u60f3\u8981\u62c6\u5206\u7684\u56fe\u50cf\u62d6\u5165\u53cd\u5806\uff0c\u70b9\u51fb\u6309\u94ae\u6765\u83b7\u5f97\u751f\u6210\u8be5\u56fe\u50cf\u7684\u63d0\u793a\u8bcd\u3002\u7b2c\u4e00\u6b21\u4f7f\u7528\u53ef\u80fd\u4f1a\u6709\u4e9b\u6162\uff0c\u9700\u8981\u7a0d\u7b49\u7247\u523b\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u4e9b\u63d0\u793a\u8bcd\u9700\u8981\u8fdb\u884c\u540e\u671f\u7684\u4f18\u5316\uff0c\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u767e\u5ea6\u7ffb\u8bd1\u540e\u8fdb\u884c\u589e\u5220\u6539\uff0c\u6216\u8005\u8f93\u5165\u5230 GPT \u4e2d\u8fdb\u884c\u4f18\u5316,\u4f18\u5316\u540e\u5c06\u63d0\u793a\u8bcd\u653e\u5165\u76f8\u5e94\u7684\u6846\u5185\u8fdb\u884c\u56fe\u50cf\u8f93\u51fa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-02afe42f79ac5d5a8d2ab29e027f4f10_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>ii. \u7b2c\u4e8c\u79cd\u65b9\u6cd5\u6211\u4eec\u53ef\u4ee5\u501f\u52a9\u4e09\u65b9\u7f51\u7ad9\uff1a<a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/replicate.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/replicate.com\/<\/a>&nbsp;\u6765\u8fdb\u884c\u62c6\u5206\uff0c\u62c6\u5206\u597d\u540e\uff0c\u540c\u7b2c\u4e00\u6761\u4e00\u6837\uff0c\u8fdb\u884c\u4e00\u4e2a\u589e\u5220\u6539\uff0c\u7136\u540e\u6211\u4eec\u5bf9\u4e24\u79cd\u65b9\u6cd5\u8fdb\u884c\u6bd4\u8f83\uff0c\u901a\u8fc7\u6bd4\u8f83\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u884c\u8bcd\u6c47\u7684\u7b5b\u9009\u4e0e\u5408\u5e76\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-f654aa06393cacba9676515ce2eeaf60_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>iii. \u5229\u7528gpt\u6216\u6587\u5fc3\u7b49\u76f8\u5173\u5de5\u5177\uff0c\u5c06\u60f3\u8981\u63cf\u8ff0\u7684\u957f\u53e5\u8f93\u5165\uff0c\u6700\u540e\u52a0\u4e00\u53e5\u63cf\u8ff0\uff0c\u8bf7\u5c06\u8fd9\u53e5\u8bdd\u62c6\u5206\u4e3aStable Diffusion\u7684\u63d0\u793a\u8bcd\uff0c\u5982\u679c\u4e0d\u6ee1\u610f\u53ef\u4ee5\u7ee7\u7eed\u6062\u590d\u4f18\u5316\u63d0\u793a\u8bcd\uff0c\u6216\u8005\u6362\u4e00\u6279\u76f8\u5173\u63cf\u8ff0\uff0c\u7136\u540e\u5c06\u8f6c\u6362\u597d\u7684\u63d0\u793a\u8bcd\u540ci\u4e00\u6837\u589e\u5220\u6539\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-404be12ba2fa00659a5c5ee869261714_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E7%AC%A6%E5%8F%B7%E7%9A%84%E4%BD%BF%E7%94%A8\"><\/span>2. \u7b26\u53f7\u7684\u4f7f\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6b63\u5982\u524d\u6587\u6240\u8ff0\uff0c\u8bcd\u6c47\u5728\u63d0\u793a\u4e2d\u7684\u4f4d\u7f6e\u8d8a\u9760\u524d\uff0c\u5176\u6240\u5360\u7684\u6743\u91cd\u5c31\u8d8a\u5927\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u8c03\u6574\u63d0\u793a\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u8bed\u6cd5\u6765\u8bbe\u7f6e\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff1a\u5728\u9009\u4e2d\u5173\u952e\u8bcd\u7684\u540c\u65f6\uff0c\u6309\u4e0b\u952e\u76d8\u4e0a\u7684Ctrl+\u4e0a\u4e0b\u6765\u5feb\u901f\u8c03\u6574\u6743\u91cd\u3002\u6bcf\u6b21\u8c03\u6574\u7684\u6743\u91cd\u503c\u4e3a0.1\uff0c\u5efa\u8bae\u5c06\u6743\u91cd\u503c\u63a7\u5236\u57280.7-1.4\u4e4b\u95f4\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u5c06\u6bcf\u4e2a\u63d0\u793a\u8bcd\u770b\u4f5c\u4e00\u4e2a\u72ec\u7acb\u7684\u4e2a\u4f53\uff0c\u6743\u91cd\u9ed8\u8ba4\u4e3a1\uff0c\u800c\u540e\u9762\u7684\u6570\u503c\u5c31\u76f8\u5f53\u4e8e\u5728\u4fee\u6539\u8fd9\u4e2a\u9ed8\u8ba4\u503c\u3002\u5f53\u7136\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u5c06\u6743\u91cd\u8c03\u6574\u4e3a\u8d1f\u6570\uff0c\u4ece\u800c\u5728\u63d0\u793a\u4e2d\u4ea7\u751f\u4e0e\u539f\u610f\u76f8\u53cd\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u52a0\u7cbe\u786e\u5730\u63a7\u5236\u63d0\u793a\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff0c\u4ee5\u8fbe\u5230\u66f4\u597d\u7684\u63d0\u793a\u6548\u679c\u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u9700\u8981\u6ce8\u610f\u4fdd\u6301\u63d0\u793a\u5185\u5bb9\u7684\u6d41\u7545\u6027\u548c\u81ea\u7136\u6027\uff0c\u907f\u514d\u8fc7\u5ea6\u7684\u4fee\u6539\u5bfc\u81f4\u63d0\u793a\u5185\u5bb9\u7684\u8bed\u4e49\u4e0d\u8fde\u8d2f\u6216\u4e0d\u7b26\u5408\u5b9e\u9645\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u6b63\u5982\u524d\u6587\u6240\u8ff0\uff0c\u8bcd\u6c47\u5728\u63d0\u793a\u4e2d\u7684\u4f4d\u7f6e\u8d8a\u9760\u524d\uff0c\u5176\u6240\u5360\u7684\u6743\u91cd\u5c31\u8d8a\u5927\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u8c03\u6574\u63d0\u793a\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u8bed\u6cd5\u6765\u8bbe\u7f6e\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff1a\u5728\u9009\u4e2d\u5173\u952e\u8bcd\u7684\u540c\u65f6\uff0c\u6309\u4e0b\u952e\u76d8\u4e0a\u7684Ctrl+\u4e0a\u4e0b\u6765\u5feb\u901f\u8c03\u6574\u6743\u91cd\u3002\u6bcf\u6b21\u8c03\u6574\u7684\u6743\u91cd\u503c\u4e3a0.1\uff0c\u5efa\u8bae\u5c06\u6743\u91cd\u503c\u63a7\u5236\u57280.7-1.4\u4e4b\u95f4\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u5c06\u6bcf\u4e2a\u63d0\u793a\u8bcd\u770b\u4f5c\u4e00\u4e2a\u72ec\u7acb\u7684\u4e2a\u4f53\uff0c\u6743\u91cd\u9ed8\u8ba4\u4e3a1\uff0c\u800c\u540e\u9762\u7684\u6570\u503c\u5c31\u76f8\u5f53\u4e8e\u5728\u4fee\u6539\u8fd9\u4e2a\u9ed8\u8ba4\u503c\u3002\u5f53\u7136\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u5c06\u6743\u91cd\u8c03\u6574\u4e3a\u8d1f\u6570\uff0c\u4ece\u800c\u5728\u63d0\u793a\u4e2d\u4ea7\u751f\u4e0e\u539f\u610f\u76f8\u53cd\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u52a0\u7cbe\u786e\u5730\u63a7\u5236\u63d0\u793a\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff0c\u4ee5\u8fbe\u5230\u66f4\u597d\u7684\u63d0\u793a\u6548\u679c\u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u9700\u8981\u6ce8\u610f\u4fdd\u6301\u63d0\u793a\u5185\u5bb9\u7684\u6d41\u7545\u6027\u548c\u81ea\u7136\u6027\uff0c\u907f\u514d\u8fc7\u5ea6\u7684\u4fee\u6539\u5bfc\u81f4\u63d0\u793a\u5185\u5bb9\u7684\u8bed\u4e49\u4e0d\u8fde\u8d2f\u6216\u4e0d\u7b26\u5408\u5b9e\u9645\u60c5\u51b5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E5%9B%BE%E5%83%8F%E7%9A%84%E8%BE%93%E5%87%BA\"><\/span>3. \u56fe\u50cf\u7684\u8f93\u51fa<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u753b\u9762\u7684\u4fe1\u606f\u91cf\u53d6\u51b3\u4e8e\u8f93\u51fa\u56fe\u7247\u7684\u5927\u5c0f\u3002\u5728\u5168\u8eab\u6784\u56fe\u4e2d\uff0c\u4e00\u4e9b\u7ec6\u8282\uff0c\u4f8b\u5982\u8138\u90e8\u3001\u9970\u54c1\u548c\u590d\u6742\u7684\u7eb9\u6837\uff0c\u53ea\u6709\u5728\u8f83\u5927\u7684\u56fe\u50cf\u4e2d\u624d\u80fd\u5f97\u5230\u5145\u5206\u7684\u5c55\u793a\u7a7a\u95f4\uff0c\u5982\u56fe\u50cf\u592a\u5c0f\uff0c\u8138\u90e8\uff0c\u624b\u90e8\uff0c\u4e00\u4e9b\u7ec6\u8282\u5c31\u4f1a\u88ab\u538b\u7f29\u6210\u4e00\u56e2\uff0c\u65e0\u6cd5\u5f97\u5230\u5145\u5206\u7684\u8868\u73b0\uff0c\u4ee5\u4e0b\u56fe\u7684\u98ce\u666f\u4e3a\u4f8b\uff0c\u5f53\u753b\u5e45\u8d8a\u5927\u65f6\uff0c\u5c55\u793a\u7684\u5185\u5bb9\u8d8a\u591a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-4ffa28b48527c5ddb479489a2c2a22e4_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E7%95%8C%E9%9D%A2%E9%83%A8%E5%88%86\"><\/span><strong>\u4e8c\u3001\u754c\u9762\u90e8\u5206<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E9%87%87%E6%A0%B7%E8%BF%AD%E4%BB%A3%E6%AD%A5%E6%95%B0\"><\/span>1. \u91c7\u6837\u8fed\u4ee3\u6b65\u6570<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8f93\u51fa\u753b\u9762\u9700\u8981\u7684\u6b65\u6570\uff0c\u6bcf\u4e00\u6b21\u91c7\u6837\u6b65\u6570\u90fd\u662f\u5728\u4e0a\u4e00\u6b21\u7684\u8fed\u4ee3\u6b65\u9aa4\u57fa\u7840\u4e0a\u7ed8\u5236\u751f\u6210\u4e00\u4e2a\u65b0\u7684\u56fe\u7247\uff0c\u4e00\u822c\u6765\u8bf4\u91c7\u6837\u8fed\u4ee3\u6b65\u6570\u4fdd\u6301\u572818-30\u5de6\u53f3\u5373\u53ef\uff0c\u4f4e\u7684\u91c7\u6837\u6b65\u6570\u4f1a\u5bfc\u81f4\u753b\u9762\u8ba1\u7b97\u4e0d\u5b8c\u6574\uff0c\u9ad8\u7684\u91c7\u6837\u6b65\u6570\u4ec5\u5728\u7ec6\u8282\u5904\u8fdb\u884c\u4f18\u5316\uff0c\u5bf9\u6bd4\u8f93\u51fa\u901f\u5ea6\u5f97\u4e0d\u507f\u5931\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E9%87%87%E6%A0%B7%E6%96%B9%E6%B3%95%E7%9A%84%E4%BB%8B%E7%BB%8D\"><\/span>2. \u91c7\u6837\u65b9\u6cd5\u7684\u4ecb\u7ecd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5e38\u7528\u7684\u6709\u4e09\u79cd\uff0c\u5206\u522b\u662fEuler a\uff0cDPM++2S a Karras\u548cDDI<\/p>\n\n\n\n<p><strong>Euler a\uff1a<\/strong><\/p>\n\n\n\n<p>i. Euler a\u662f\u4e00\u79cd\u7528\u4e8e\u63a7\u5236\u65f6\u95f4\u6b65\u957f\u5927\u5c0f\u7684\u53ef\u8c03\u53c2\u6570\uff0c\u5728Stable Diffusion\u4e2d\u91c7\u7528Euler\u65f6\u95f4\u6b65\u957f\u91c7\u6837\u65b9\u6cd5\u3002\u9002\u5f53\u7684Euler a\u503c\u80fd\u591f\u6355\u6349\u5230\u7ec6\u8282\u548c\u7eb9\u7406\uff0c\u4f46\u5982\u679c\u503c\u592a\u5927\u4f1a\u5bfc\u81f4\u8fc7\u5ea6\u62df\u5408\uff0c\u751f\u6210\u56fe\u50cf\u51fa\u73b0\u566a\u70b9\u7b49\u4e0d\u826f\u6548\u679c\u3002<\/p>\n\n\n\n<p>ii. \u4e00\u53e5\u8bdd\u6982\u62ec\uff1a\u91c7\u6837\u751f\u6210\u901f\u5ea6\u6700\u5feb\uff0c\u4f46\u662f\u5982\u679c\u8bf4\u5728\u9ad8\u7ec6\u8282\u56fe\u589e\u52a0\u91c7\u6837\u6b65\u6570\u65f6\uff0c\u4f1a\u4ea7\u751f\u4e0d\u53ef\u63a7\u7a81\u53d8\uff08\u5982\u4eba\u7269\u8138\u626d\u66f2\uff0c\u7ec6\u8282\u626d\u66f2\u7b49\uff09\u3002<\/p>\n\n\n\n<p>\u9002\u5408\uff1aICON\uff0c\u4e8c\u6b21\u5143\u56fe\u50cf\uff0c\u5c0f\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u4e3a\u5927\u5bb6\u5c55\u793a\u540c\u63d0\u793a\u8bcd\u4e0d\u540c\u6b65\u5e45\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-f81295181fa707bd84fc4bed7ba092af_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>DPM++2S a Karras \uff1a<\/strong><\/p>\n\n\n\n<p>i. \u91c7\u7528 DPM++2S a Karras \u91c7\u6837\u65b9\u6cd5\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\uff0c\u8be5\u65b9\u6cd5\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f\u4e2d\u6267\u884c\u591a\u6b21\u64cd\u4f5c\uff0c\u540c\u7b49\u5206\u8fa8\u7387\u4e0b\u7ec6\u8282\u4f1a\u66f4\u591a\uff0c\u6bd4\u5982\u53ef\u4ee5\u5728\u5c0f\u56fe\u4e0b\u585e\u8fdb\u5168\u8eab\uff0c\u4ee3\u4ef7\u662f\u91c7\u6837\u901f\u5ea6\u66f4\u6162\u3002<\/p>\n\n\n\n<p>ii. \u9002\u5408\uff1a\u5199\u5b9e\u4eba\u50cf\uff0c\u590d\u6742\u573a\u666f\u523b\u753b\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u5c55\u793aelura a\u540c\u63d0\u793a\u8bcd\u4e0d\u540c\u6b65\u5e45\u4e0b\u7684\u8f93\u51fa\u56fe\u50cf\uff0c\u53ef\u4ee5\u770b\u5230\u6b65\u5e45\u8d8a\u9ad8\uff0c\u7ec6\u8282\u523b\u753b\u8d8a\u597d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/80\/v2-231a63bd95e0c88ab44672ea65242099_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>DDIM<\/strong><\/p>\n\n\n\n<p>i. DDIM \u91c7\u6837\u65b9\u6cd5\u53ef\u4ee5\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\uff0c\u76f8\u6bd4\u5176\u4ed6\u91c7\u6837\u65b9\u6cd5\u5177\u6709\u66f4\u9ad8\u7684\u6548\u7387\uff0c\u60f3\u5c1d\u8bd5\u8d85\u9ad8\u6b65\u6570\u65f6\u53ef\u4ee5\u4f7f\u7528\uff0c\u968f\u7740\u6b65\u6570\u589e\u52a0\u53ef\u4ee5\u53e0\u52a0\u7ec6\u8282\u3002<\/p>\n\n\n\n<p>ii. \u9002\u5408\uff1a\u5199\u5b9e\u4eba\u50cf\uff0c\u590d\u6742\u573a\u666f\u523b\u753b\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u4e3a\u5927\u5bb6\u5c55\u793aDDIM\u540c\u63d0\u793a\u8bcd\u4e0d\u540c\u6b65\u5e45\u4e0b\u7684\u8f93\u51fa\u56fe\u50cf\uff0c\u53ef\u4ee5\u770b\u5230\u968f\u7740\u6b65\u5e45\u7684\u63d0\u9ad8\uff0c\u7ec6\u8282\u548c\u4e30\u5bcc\u5ea6\u9010\u6e10\u63d0\u9ad8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-f5eb1c1164639151a41fdeef2e3a95e7_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E6%8F%90%E7%A4%BA%E8%AF%8D%E7%9B%B8%E5%85%B3%E6%80%A7\"><\/span>3. \u63d0\u793a\u8bcd\u76f8\u5173\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Stable Diffusion\u4e2d\u7684\u63d0\u793a\u8bcd\u76f8\u5173\u6027\u6307\u7684\u662f\u8f93\u5165\u63d0\u793a\u8bcd\u5bf9\u751f\u6210\u56fe\u50cf\u7684\u5f71\u54cd\u7a0b\u5ea6\u3002\u5f53\u6211\u4eec\u63d0\u9ad8\u63d0\u793a\u8bcd\u76f8\u5173\u6027\u65f6\uff0c\u751f\u6210\u7684\u56fe\u50cf\u5c06\u66f4\u7b26\u5408\u63d0\u793a\u4fe1\u606f\u7684\u6837\u5b50\uff1b\u76f8\u53cd\uff0c\u5982\u679c\u63d0\u793a\u8bcd\u76f8\u5173\u6027\u8f83\u4f4e\uff0c\u5bf9\u5e94\u7684\u6743\u91cd\u4e5f\u8f83\u5c0f\uff0c\u5219\u751f\u6210\u7684\u56fe\u50cf\u4f1a\u66f4\u52a0\u968f\u673a\u3002\u56e0\u6b64\uff0c\u901a\u8fc7\u8c03\u6574\u63d0\u793a\u8bcd\u76f8\u5173\u6027\uff0c\u53ef\u4ee5\u5f15\u5bfc\u6a21\u578b\u751f\u6210\u66f4\u7b26\u5408\u9884\u671f\u7684\u6837\u672c\uff0c\u4ece\u800c\u63d0\u9ad8\u751f\u6210\u7684\u6837\u672c\u8d28\u91cf\u3002<\/p>\n\n\n\n<p>i. \u5728\u5177\u4f53\u5e94\u7528\u4e2d\uff0c\u5bf9\u4e8e\u4eba\u7269\u7c7b\u7684\u63d0\u793a\u8bcd\uff0c\u4e00\u822c\u5c06\u63d0\u793a\u8bcd\u76f8\u5173\u6027\u63a7\u5236\u57287-15\u4e4b\u95f4\u3002<\/p>\n\n\n\n<p>ii. \u800c\u5bf9\u4e8e\u5efa\u7b51\u7b49\u5927\u573a\u666f\u7c7b\u7684\u63d0\u793a\u8bcd\uff0c\u4e00\u822c\u63a7\u5236\u57283-7\u5de6\u53f3\u3002\u8fd9\u6837\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u7a81\u51fa\u968f\u673a\u6027\uff0c\u540c\u65f6\u53c8\u4e0d\u4f1a\u5f71\u54cd\u751f\u6210\u56fe\u50cf\u7684\u53ef\u89c6\u5316\u6548\u679c\u3002\u56e0\u6b64\uff0c\u63d0\u793a\u8bcd\u76f8\u5173\u6027\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u901a\u8fc7\u5f15\u5bfc\u6a21\u578b\u751f\u6210\u66f4\u7b26\u5408\u9884\u671f\u7684\u6837\u672c\uff0c\u4ece\u800c\u63d0\u9ad8\u751f\u6210\u7684\u6837\u672c\u8d28\u91cf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-27df67a5c13dba7b2ef217c01994a93c_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%E9%9A%8F%E6%9C%BA%E7%A7%8D%E5%AD%90\"><\/span>4. \u968f\u673a\u79cd\u5b50<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u968f\u673a\u79cd\u5b50\u662f\u4e00\u4e2a\u53ef\u4ee5\u9501\u5b9a\u751f\u6210\u56fe\u50cf\u7684\u521d\u59cb\u72b6\u6001\u7684\u503c\u3002\u5f53\u4f7f\u7528\u76f8\u540c\u7684\u968f\u673a\u79cd\u5b50\u548c\u5176\u4ed6\u53c2\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u751f\u6210\u5b8c\u5168\u76f8\u540c\u7684\u56fe\u50cf\u3002\u8bbe\u7f6e\u968f\u673a\u79cd\u5b50\u53ef\u4ee5\u589e\u52a0\u6a21\u578b\u7684\u53ef\u6bd4\u6027\u548c\u53ef\u91cd\u590d\u6027\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u8c03\u8bd5\u548c\u4f18\u5316\u6a21\u578b\uff0c\u4ee5\u89c2\u5bdf\u4e0d\u540c\u53c2\u6570\u5bf9\u56fe\u50cf\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>ii. \u5728Stable Diffusion\u4e2d\uff0c\u5e38\u7528\u7684\u968f\u673a\u79cd\u5b50\u6709-1\u548c\u5176\u4ed6\u6570\u503c\u3002\u5f53\u8f93\u5165-1\u6216\u70b9\u51fb\u65c1\u8fb9\u7684\u9ab0\u5b50\u6309\u94ae\u65f6\uff0c\u751f\u6210\u7684\u56fe\u50cf\u662f\u5b8c\u5168\u968f\u673a\u7684\uff0c\u6ca1\u6709\u4efb\u4f55\u89c4\u5f8b\u53ef\u8a00\u3002\u800c\u5f53\u8f93\u5165\u5176\u4ed6\u968f\u673a\u6570\u503c\u65f6\uff0c\u5c31\u76f8\u5f53\u4e8e\u9501\u5b9a\u4e86\u968f\u673a\u79cd\u5b50\u5bf9\u753b\u9762\u7684\u5f71\u54cd\uff0c\u8fd9\u6837\u6bcf\u6b21\u751f\u6210\u7684\u56fe\u50cf\u53ea\u4f1a\u6709\u5fae\u5c0f\u7684\u53d8\u5316\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u968f\u673a\u79cd\u5b50\u53ef\u4ee5\u63a7\u5236\u751f\u6210\u56fe\u50cf\u7684\u53d8\u5316\u7a0b\u5ea6\uff0c\u4ece\u800c\u66f4\u597d\u5730\u63a2\u7d22\u6a21\u578b\u7684\u6027\u80fd\u548c\u53c2\u6570\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u5728\u5de5\u4f5c\u4ea7\u51fa\u4e2d\uff0c\u5982\u679c\u7ec6\u5fae\u8c03\u6574\uff0c\u6211\u4eec\u5c06\u4f1a\u56fa\u5b9a\u67d0\u4e2a\u79cd\u5b50\u53c2\u6570\u7136\u540e\u8fdb\u884c\u6279\u91cf\u751f\u6210\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-38579ed6b3ef4cdd83edd264127c7c93_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81Checkpoint%EF%BC%8CVAE%EF%BC%8Cembedding%E5%92%8Clora%E7%9A%84%E4%BD%BF%E7%94%A8%E8%AF%A6%E8%A7%A3\"><\/span>\u4e09\u3001Checkpoint\uff0cVAE\uff0cembedding\u548clora\u7684\u4f7f\u7528\u8be6\u89e3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E5%AE%89%E8%A3%85%E8%B7%AF%E5%BE%84%E8%87%AA%E6%9F%A5\"><\/span>1. \u5b89\u88c5\u8def\u5f84\u81ea\u67e5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-88a335c7fb7247915d3883a1f3213a2b_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Checkpoint%E7%9A%84%E4%BB%8B%E7%BB%8D\"><\/span>2. Checkpoint\u7684\u4ecb\u7ecd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u5bf9\u4e8e\u6a21\u578b\u4f5c\u8005\u800c\u8a00\uff0c\u8bad\u7ec3\u6a21\u578b\u901a\u5e38\u6307\u751f\u6210Checkpoint\u6587\u4ef6\u3002\u8fd9\u4e9b\u6587\u4ef6\u5305\u542b\u4e86\u6a21\u578b\u53c2\u6570\u548c\u4f18\u5316\u5668\u72b6\u6001\u7b49\u4fe1\u606f\uff0c\u662f\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5b9a\u671f\u4fdd\u5b58\u7684\u72b6\u6001\u5feb\u7167\u3002<\/p>\n\n\n\n<p>ii. \u5bf9\u4e8e\u4f7f\u7528\u8005\u800c\u8a00\uff0c\u53ef\u4ee5\u5c06Checkpoint\u6587\u4ef6\u7406\u89e3\u4e3a\u4e00\u79cd\u98ce\u683c\u6ee4\u955c\uff0c\u4f8b\u5982\u6cb9\u753b\u3001\u6f2b\u753b\u3001\u5199\u5b9e\u98ce\u7b49\u3002\u901a\u8fc7\u9009\u62e9\u5bf9\u5e94\u7684Checkpoint\u6587\u4ef6\uff0c\u60a8\u53ef\u4ee5\u5c06Stable Diffusion\u6a21\u578b\u751f\u6210\u7684\u7ed3\u679c\u8f6c\u6362\u4e3a\u60a8\u6240\u9009\u62e9\u7684\u7279\u5b9a\u98ce\u683c\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4e00\u4e9bCheckpoint\u6587\u4ef6\u53ef\u80fd\u9700\u8981\u4e0e\u7279\u5b9a\u7684\u4f4e\u7801\u7387\u7f16\u7801\u5668\uff08\u5982Lora\uff09\u914d\u5408\u4f7f\u7528\uff0c\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6548\u679c\u3002<\/p>\n\n\n\n<p>iii. \u5728\u4e0b\u8f7dCheckpoint\u6587\u4ef6\u65f6\uff0c\u60a8\u53ef\u4ee5\u67e5\u770b\u76f8\u5e94\u7684\u6a21\u578b\u7b80\u4ecb\uff0c\u901a\u5e38\u4f5c\u8005\u4f1a\u63d0\u4f9b\u76f8\u5e94\u7684\u6587\u4ef6\u548c\u8bf4\u660e\u4e8b\u9879\uff0c\u4ee5\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u4f7f\u7528\u548c\u7406\u89e3\u8be5\u6587\u4ef6\u3002<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0cCheckpoint\u6587\u4ef6\u662fStable Diffusion\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5b9a\u671f\u4fdd\u5b58\u7684\u72b6\u6001\u5feb\u7167\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5c06\u5176\u7406\u89e3\u4e3a\u4e00\u79cd\u98ce\u683c\u6ee4\u955c\uff0c\u7528\u4e8e\u5c06\u6a21\u578b\u8f93\u51fa\u7ed3\u679c\u8f6c\u6362\u4e3a\u7279\u5b9a\u7684\u98ce\u683c\u3002\u5728\u4f7f\u7528Checkpoint\u6587\u4ef6\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u6587\u4ef6\u7684\u5339\u914d\u548c\u76f8\u5e94\u7684\u4f7f\u7528\u8bf4\u660e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic3.zhimg.com\/80\/v2-e470c9f48057227e56b475e97ad0a33a_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_VAE%E7%9A%84%E4%BB%8B%E7%BB%8D\"><\/span>3. VAE\u7684\u4ecb\u7ecd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u53ef\u4ee5\u5c06VAE\u7406\u89e3\u4e3a\u5bf9\u6a21\u578b\u7684\u6ee4\u955c\u52a0\u5fae\u8c03\uff0c\u4e0d\u540c\u7684VAE\u53ef\u80fd\u6709\u4e00\u4e9b\u7ec6\u8282\u4e0a\u7684\u5dee\u5f02\uff0c\u4f46\u4e0d\u4f1a\u5f71\u54cd\u8f93\u51fa\u7684\u6548\u679c\u3002<\/p>\n\n\n\n<p>ii. \u5b83\u53ef\u4ee5\u589e\u5f3a\u6a21\u578b\u7684\u8868\u73b0\uff0c\u6709\u4e9b\u6a21\u578b\u6587\u4ef6\u5df2\u7ecf\u81ea\u5e26\u4e86VAE\u6548\u679c\uff0c\u56e0\u6b64\u4e0d\u9700\u8981\u76f2\u76ee\u5730\u53bb\u6302\u8f7d\uff0c\u53ef\u4ee5\u9009\u62e9\u81ea\u52a8\u6a21\u5f0f\u6765\u7b80\u5316\u65e5\u5e38\u4f7f\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/80\/v2-cf135a2e04c08921844d94b35f87adfc_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_embedding%E7%9A%84%E4%BB%8B%E7%BB%8D\"><\/span>4. embedding\u7684\u4ecb\u7ecd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u5982\u679c\u4f60\u6709\u505a\u8fc7UI\u7684\u7ecf\u9a8c\uff0c\u90a3\u4e48\u4f60\u5e94\u8be5\u77e5\u9053\u7ec4\u4ef6\u7684\u6982\u5ff5\u3002\u5728Stable Diffusion\u4e2d\uff0cembedding\u6280\u672f\u5c31\u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a\u4e00\u79cd\u7ec4\u4ef6\uff0c\u5b83\u53ef\u4ee5\u5c06\u8f93\u5165\u6570\u636e\u8f6c\u6362\u6210\u5411\u91cf\u8868\u793a\uff0c\u65b9\u4fbf\u6a21\u578b\u8fdb\u884c\u5904\u7406\u548c\u751f\u6210\u3002<\/p>\n\n\n\n<p>ii. \u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5982\u679c\u6211\u4eec\u60f3\u8981\u751f\u6210\u4e00\u4e2a\u5f00\u5fc3\u7684\u76ae\u5361\u4e18\uff0c\u901a\u5e38\u9700\u8981\u8f93\u5165\u5f88\u591a\u63cf\u8ff0\u8bcd\uff0c\u5982\u9ec4\u6bdb\u3001\u8001\u9f20\u3001\u957f\u8033\u6735\u3001\u816e\u7ea2\u7b49\u7b49\u3002\u4f46\u662f\uff0c\u5982\u679c\u5f15\u5165\u76ae\u5361\u4e18\u7684embedding\uff0c\u6211\u4eec\u53ea\u9700\u8981\u8f93\u5165\u4e24\u4e2a\u8bcd\uff1a\u76ae\u5361\u4e18\u548c\u5f00\u5fc3\u3002\u76ae\u5361\u4e18\u7684embedding\u6253\u5305\u4e86\u6240\u6709\u76ae\u5361\u4e18\u7684\u7279\u5f81\u63cf\u8ff0\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u4e0d\u7528\u6bcf\u6b21\u8f93\u5165\u5f88\u591a\u5355\u8bcd\u6765\u63a7\u5236\u751f\u6210\u7684\u753b\u9762\u4e86\u3002<\/p>\n\n\n\n<p>iii. \u5728\u65e5\u5e38\u4f7f\u7528\u4e2d\uff0cembedding\u6280\u672f\u901a\u5e38\u7528\u4e8e\u63a7\u5236\u4eba\u7269\u7684\u52a8\u4f5c\u548c\u7279\u5f81\uff0c\u6216\u8005\u751f\u6210\u7279\u5b9a\u7684\u753b\u98ce\u3002\u76f8\u6bd4\u4e8e\u5176\u4ed6\u6a21\u578b\uff08\u5982LORA\uff09\uff0cembedding\u7684\u5927\u5c0f\u53ea\u6709\u51e0\u5341KB\uff0c\u800c\u4e0d\u662f\u51e0\u767e\u5146\u6216\u51e0GB\uff0c\u9664\u4e86\u8fd8\u539f\u5ea6\u5bf9\u6bd4lora\u5dee\u4e00\u4e9b\u4f46\u5728\u5b58\u50a8\u548c\u4f7f\u7528\u4e0a\u66f4\u52a0\u65b9\u4fbf\u3002<\/p>\n\n\n\n<p>iiii. \u603b\u4e4b\uff0cembedding\u6280\u672f\u5c06\u8f93\u5165\u6570\u636e\u8f6c\u6362\u4e3a\u5411\u91cf\u8868\u793a\uff0c\u4e3a\u6a21\u578b\u7684\u5904\u7406\u548c\u751f\u6210\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002\u901a\u8fc7\u4f7f\u7528embedding\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u52a0\u8f7b\u677e\u5730\u751f\u6210\u7b26\u5408\u9884\u671f\u7684\u6837\u672c\uff0c\u800c\u4e0d\u9700\u8981\u624b\u52a8\u8f93\u5165\u5927\u91cf\u7684\u63cf\u8ff0\u8bcd\u6c47\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-7c0880e891e716229ca83ccd37e11c7f_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_LORA%E7%9A%84%E4%BB%8B%E7%BB%8D\"><\/span>5. LORA\u7684\u4ecb\u7ecd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LORA\u4e0eembedding\u5728\u672c\u8d28\u4e0a\u7c7b\u4f3c\uff0c\u56e0\u4e3a\u643a\u5e26\u7740\u5927\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u6240\u4ee5LORA\u5bf9\u4eba\u7269\u548c\u7ec6\u8282\u7279\u5f81\u7684\u590d\u523b\u66f4\u52a0\u7ec6\u817b\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528\u6280\u5de7\uff1a<\/p>\n\n\n\n<p>i. \u901a\u5e38\u6765\u8bf4\uff0c\u6bcf\u4e2a LORA \u6a21\u578b\u90fd\u6709\u5bf9\u5e94\u7684\u5e95\u819c\u548c\u89e6\u53d1\u8bcd\u6c47\u3002\u6211\u4eec\u53ef\u4ee5\u67e5\u770b LORA \u4f5c\u8005\u4ea7\u51fa\u7684\u76f8\u5173\u56fe\u7247\uff0c\u4ece\u4e2d\u83b7\u53d6\u6a21\u578b\u4fe1\u606f\uff0c\u5e76\u4ece\u4e2d\u9009\u62e9\u4e00\u4e9b\u63d0\u793a\u8bcd\u548c\u6392\u9664\u8bcd\u6765\u6307\u5b9a\u751f\u6210\u56fe\u50cf\u7684\u65b9\u5411\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6bcf\u4e2a LORA \u6a21\u578b\u5bf9\u8f93\u51fa\u56fe\u50cf\u7684\u6743\u91cd\u8bbe\u7f6e\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002\u6743\u91cd\u8bbe\u7f6e\u8d8a\u5927\uff0c\u5bf9\u753b\u9762\u7684\u5f71\u54cd\u56e0\u7d20\u5c31\u8d8a\u6d45\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u6743\u91cd\u5e94\u8be5\u63a7\u5236\u5728 0.7-1 \u4e4b\u95f4\u3002\u5982\u679c\u6743\u91cd\u8fc7\u9ad8\uff0c\u4f1a\u5927\u5e45\u5ea6\u5f71\u54cd\u51fa\u56fe\u7684\u8d28\u91cf\u3002<\/p>\n\n\n\n<p>ii. \u4e3a\u4e86\u83b7\u5f97\u6700\u4f73\u6548\u679c\uff0c\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u7684 LORA \u6a21\u578b\u9009\u62e9\u9002\u5f53\u7684\u63d0\u793a\u8bcd\u548c\u6392\u9664\u8bcd\uff0c\u5e76\u5728\u8bbe\u7f6e\u6743\u91cd\u65f6\u8fdb\u884c\u8c03\u6574\u3002\u540c\u65f6\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u53c2\u8003\u5176\u4ed6\u4f5c\u8005\u7684\u7ecf\u9a8c\u548c\u6280\u5de7\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5229\u7528 LORA \u751f\u6210\u56fe\u50cf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-7c0880e891e716229ca83ccd37e11c7f_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/80\/v2-72d931babccf14928d929335d6fe062d_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E5%9B%BE%E7%94%9F%E5%9B%BE%E4%B8%8B%E7%9A%84%E5%8A%9F%E8%83%BD%E8%AF%A6%E8%A7%A3\"><\/span><strong>\u56db\u3001\u56fe\u751f\u56fe\u4e0b\u7684\u529f\u80fd\u8be6\u89e3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u7b80\u4ecb\uff1a<\/p>\n\n\n\n<p>\u662f\u4e00\u79cd\u751f\u6210\u56fe\u50cf\u7684\u65b9\u6cd5\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u5bf9\u5df2\u6709\u7684\u56fe\u50cf\u8fdb\u884c\u4fee\u6539\u6216\u53d8\u5f62\uff0c\u751f\u6210\u65b0\u7684\u56fe\u50cf\u3002\u5728 Stable Diffusion \u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u57ab\u56fe\u7684\u56fe\u50cf\u770b\u4f5c\u662f\u4e00\u5f20\u201c\u521d\u59cb\u56fe\u50cf\u201d\uff0c\u901a\u8fc7\u591a\u6b21\u8fed\u4ee3\uff0c\u5bf9\u5176\u8fdb\u884c\u4fee\u6539\u548c\u53d8\u5f62\uff0c\u9010\u6b65\u751f\u6210\u4e0e\u57ab\u56fe\u98ce\u683c\u7c7b\u4f3c\u60f3\u8981\u7684\u56fe\u7247\u3002<\/p>\n\n\n\n<p>\u9700\u6ce8\u610f\u7684\u662f\u56fe\u751f\u56fe\u76f8\u5bf9\u4e8e\u6587\u751f\u56fe\u591a\u51fa\u4e24\u4e2a\u529f\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u91cd\u7ed8\u5e45\u5ea6\uff1a<\/strong><\/p>\n\n\n\n<p>i. \u6307\u7684\u662f\u6bcf\u6b21\u8fed\u4ee3\u4e2d\u56fe\u50cf\u88ab\u91cd\u65b0\u7ed8\u5236\u7684\u7a0b\u5ea6\u6216\u5e45\u5ea6\uff0c\u4e5f\u5c31\u662f\u65b0\u751f\u6210\u7684\u56fe\u50cf\u4e0e\u4e0a\u4e00\u6b21\u8fed\u4ee3\u751f\u6210\u7684\u56fe\u50cf\u4e4b\u95f4\u7684\u5dee\u5f02\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p>ii. \u5b83\u7684\u53d6\u503c\u8303\u56f4\u5728 0 \u5230 1 \u4e4b\u95f4\u3002\u5f53 \u503c\u7b49\u4e8e 0 \u65f6\uff0c\u65b0\u751f\u6210\u7684\u56fe\u50cf\u4e0e\u4e0a\u4e00\u6b21\u8fed\u4ee3\u751f\u6210\u7684\u56fe\u50cf\u5b8c\u5168\u4e00\u81f4\uff0c\u5373\u6ca1\u6709\u91cd\u65b0\u7ed8\u5236\uff1b<\/p>\n\n\n\n<p>\u5f53\u503c\u7b49\u4e8e 1 \u65f6\uff0c\u65b0\u751f\u6210\u7684\u56fe\u50cf\u4e0e\u4e0a\u4e00\u6b21\u8fed\u4ee3\u751f\u6210\u7684\u56fe\u50cf\u5b8c\u5168\u4e0d\u540c\uff0c\u5373\u5b8c\u5168\u91cd\u65b0\u7ed8\u5236\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u91cd\u7ed8\u5e45\u5ea6\u7684\u5927\u5c0f\u4f1a\u5f71\u54cd\u751f\u6210\u56fe\u50cf\u7684\u8d28\u91cf\u548c\u903c\u771f\u7a0b\u5ea6\u3002\u5f53\u91cd\u7ed8\u5e45\u5ea6\u8f83\u5c0f\u65f6\uff0c\u751f\u6210\u7684\u56fe\u50cf\u53ef\u80fd\u4f1a\u6bd4\u8f83\u6a21\u7cca\u6216\u7c97\u7cd9\uff1b<\/p>\n\n\n\n<p>\u5f53\u91cd\u7ed8\u5e45\u5ea6\u8f83\u5927\u65f6\uff0c\u751f\u6210\u7684\u56fe\u50cf\u53ef\u80fd\u4f1a\u51fa\u73b0\u660e\u663e\u7684\u566a\u70b9\u6216\u7455\u75b5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/80\/v2-cd49d35935c7d93bbde4c25aeddaccc1_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u7f29\u653e\u6a21\u5f0f\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u62c9\u4f38<\/strong>\uff1a\u4e0d\u6539\u53d8\u5bbd\u9ad8\u6bd4\u7684\u524d\u63d0\u4e0b\u5c06\u56fe\u7247\u62c9\u4f38\uff0c\u5bbd\u5ea6\u9ad8\u5ea6\u5145\u6ee1\u753b\u9762\u7a7a\u95f4\u7684100%\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li><strong>\u88c1\u526a\uff1a<\/strong>\u4fdd\u7559\u5bbd\u9ad8\u6bd4\u7684\u57fa\u7840\u4e0a\uff0c\u7136\u540e\u88c1\u526a\u6389\u8d85\u51fa\u53bb\u7684\u90e8\u5206,\u4f7f\u7528\u65f6\u6211\u4eec\u53ef\u4ee5\u63d0\u524d\u8c03\u6574\u597d\u8f93\u51fa\u56fe\u7247\u7684\u5bbd\u9ad8\u6bd4\u4f8b\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li><strong>\u586b\u5145\uff1a<\/strong>\u5b83\u6307\u5728\u7f29\u653e\u56fe\u50cf\u65f6\uff0c\u5c06\u539f\u59cb\u56fe\u50cf\u653e\u7f6e\u5728\u76ee\u6807\u5c3a\u5bf8\u7684\u4e2d\u5fc3\u4f4d\u7f6e\uff0c\u591a\u51fa\u53bb\u7684\u90e8\u5206\u7528\u4e00\u5b9a\u7684\u989c\u8272\u503c\uff08\u901a\u5e38\u4e3a\u9ed1\u8272\uff09\u586b\u5145\u5468\u56f4\u7684\u7a7a\u767d\u533a\u57df\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u76f4\u63a5\u7f29\u653e\uff1a<\/strong><\/p>\n\n\n\n<p>i. \u6307\u5bf9\u56fe\u50cf\u8fdb\u884c\u7b80\u5355\u7684\u7f29\u653e\u5904\u7406\uff0c\u5373\u76f4\u63a5\u5c06\u539f\u59cb\u56fe\u50cf\u7f29\u653e\u5230\u76ee\u6807\u5c3a\u5bf8\u3002<\/p>\n\n\n\n<p>ii. \u5728 Stable Diffusion \u4e2d\uff0c\u5982\u679c\u751f\u6210\u7684\u56fe\u50cf\u5c3a\u5bf8\u4e0e\u539f\u59cb\u56fe\u50cf\u5c3a\u5bf8\u4e0d\u4e00\u81f4\uff0c\u5c31\u9700\u8981\u8fdb\u884c\u7f29\u653e\u5904\u7406\u3002\u76f4\u63a5\u7f29\u653e\u662f\u4e00\u79cd\u7b80\u5355\u7c97\u66b4\u7684\u7f29\u653e\u65b9\u5f0f\uff0c\u5b83\u76f4\u63a5\u5c06\u539f\u59cb\u56fe\u50cf\u7f29\u653e\u5230\u76ee\u6807\u5c3a\u5bf8\uff0c\u4e0d\u8fdb\u884c\u4efb\u4f55\u989d\u5916\u7684\u5904\u7406\u3002\u8fd9\u79cd\u7f29\u653e\u65b9\u5f0f\u7684\u4f18\u70b9\u662f\u7b80\u5355\u5feb\u901f\uff0c\u4f46\u7f3a\u70b9\u662f\u53ef\u80fd\u4f1a\u5bfc\u81f4\u56fe\u50cf\u5931\u771f\u6216\u6a21\u7cca\uff0c\u7279\u522b\u662f\u5f53\u7f29\u653e\u6bd4\u4f8b\u8f83\u5927\u65f6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E5%9B%BE%E7%94%9F%E5%9B%BE\"><\/span>1. \u56fe\u751f\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4e3b\u8981\u7528\u6765\u505a\u56fe\u7247\u653e\u5927\u548c\u9020\u578b\u80cc\u666f\u7684\u53d8\u5316\uff0c\u6216\u8005\u4e09\u6b21\u5143\u6539\u4e8c\u6b21\u5143\u65f6\u7528\u7684\uff0c\u901a\u5e38\u914d\u5408\u7740ControlNet\u6765\u4f7f\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/80\/v2-1ee25e6310ad62784bc03ada39c13d55_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E7%BB%98%E5%9B%BE\"><\/span>2. \u7ed8\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u901a\u8fc7\u624b\u52a8\u7ed8\u5236\u6216\u4fee\u6539\u56fe\u50cf\u7684\u5c40\u90e8\u533a\u57df\uff0c\u6765\u6307\u5bfc\u751f\u6210\u5668\u751f\u6210\u66f4\u52a0\u7b26\u5408\u7528\u6237\u671f\u671b\u7684\u56fe\u50cf\uff0c\u4f7f\u7528\u65f6\u53ef\u4ee5\u5229\u7528\u7ed8\u56fe\u5de5\u5177\uff0c\u5982\u7b14\u5237\u3001\u6a61\u76ae\u64e6\u7b49\uff0c\u5bf9\u56fe\u50cf\u7684\u5c40\u90e8\u533a\u57df\u8fdb\u884c\u4fee\u6539\u3002\u4fee\u6539\u540e\u7684\u56fe\u50cf\u4f1a\u88ab\u4f5c\u4e3a\u4e0b\u4e00\u6b21\u8fed\u4ee3\u7684\u521d\u59cb\u56fe\u50cf\uff0c\u4ece\u800c\u5f71\u54cd\u540e\u7eed\u7684\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>ii. \u901a\u8fc7\u7ed8\u56fe\uff0c\u53ef\u4ee5\u66f4\u52a0\u7cbe\u7ec6\u5730\u63a7\u5236\u751f\u6210\u56fe\u50cf\u7684\u7ec6\u8282\u548c\u7279\u5f81\uff0c\u4ece\u800c\u83b7\u5f97\u66f4\u7b26\u5408\u9884\u671f\u8f93\u51fa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-2bd1ece1616afa944d4897b4d0e7a2db_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E5%B1%80%E9%83%A8%E9%87%8D%E7%BB%98\"><\/span>3. \u5c40\u90e8\u91cd\u7ed8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u4e5f\u79f0\u4e3a\u4e0a\u4f20\u8499\u7248\u6cd5\uff0c\u63d0\u524d\u5728\u4f5c\u56fe\u8f6f\u4ef6\u91cc\u7528\u753b\u7b14\u6d82\u62b9\u597d\u9700\u8981\u91cd\u65b0\u7ed8\u5236\u7684\u533a\u57df\uff0c\u9ed1\u8272\u533a\u57df\u8868\u793a\u9700\u8981\u4fee\u590d\u7684\u533a\u57df\uff0c\u767d\u8272\u533a\u57df\u8868\u793a\u4e0d\u9700\u8981\u4fee\u590d\u7684\u533a\u57df\u3002<\/p>\n\n\n\n<p>\uff08\u6ce8\u610f\uff1a\u56e0\u6b64\u53ea\u9700\u8981\u5728\u9700\u8981\u4fee\u590d\u7684\u533a\u57df\u6d82\u9ed1\u8272\uff0c\u5176\u4ed6\u533a\u57df\u53ef\u4ee5\u6d82\u767d\u6216\u4fdd\u7559\u539f\u59cb\u989c\u8272\u3002\u4e0a\u4f20\u8499\u7248\u7684\u8bdd\u4e5f\u53ea\u9700\u5728\u7ed8\u56fe\u8f6f\u4ef6\u91cc\u628a\u9700\u8981\u4fee\u590d\u7684\u533a\u57df\u6d82\u9ed1\u5373\u53ef\uff09<\/p>\n\n\n\n<p>ii. \u5c40\u90e8\u91cd\u7ed8\u7684\u76ee\u7684\u662f\u5c3d\u53ef\u80fd\u5730\u4fdd\u7559\u539f\u59cb\u56fe\u50cf\u7684\u7ed3\u6784\u548c\u7eb9\u7406\u7279\u5f81\uff0c\u4f7f\u4fee\u590d\u540e\u7684\u56fe\u50cf\u66f4\u52a0\u81ea\u7136\u548c\u771f\u5b9e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/80\/v2-5bc62e7fa3bab8f3712f305bedbf2e25_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%E6%89%B9%E9%87%8F%E5%A4%84%E7%90%86\"><\/span>4. \u6279\u91cf\u5904\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6307\u4f7f\u7528\u5df2\u6709\u7684\u56fe\u50cf\u751f\u6210\u65b0\u7684\u56fe\u50cf\u3002\u800c\u56fe\u751f\u56fe\u7684\u6279\u91cf\u5904\u7406\u662f\u6307\u540c\u65f6\u5bf9\u591a\u5f20\u8f93\u5165\u56fe\u50cf\u8fdb\u884c\u56fe\u751f\u56fe\u64cd\u4f5c\uff0c\u751f\u6210\u5bf9\u5e94\u7684\u591a\u5f20\u8f93\u51fa\u56fe\u50cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81ControlNet%E7%9A%84%E4%BD%BF%E7%94%A8\"><\/span><strong>\u4e94\u3001ControlNet\u7684\u4f7f\u7528<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E4%B8%80%E5%9B%BE%E6%90%9E%E5%AE%9A%E6%8F%92%E4%BB%B6%E5%AE%89%E8%A3%85\"><\/span>1. \u4e00\u56fe\u641e\u5b9a\u63d2\u4ef6\u5b89\u88c5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic3.zhimg.com\/80\/v2-a17efd8a1dc3c83284db43877f194d56_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u6743\u91cd\uff1a<\/strong><\/p>\n\n\n\n<p>ControlNet\u7684\u6743\u91cd\u4e0e\u56fe\u751f\u56fe\u6743\u91cd\u7684\u5bf9\u6bd4\u5173\u7cfb\u65f6\uff1a<\/p>\n\n\n\n<ul>\n<li>\u4f4e\u91cd\u7ed8\u5f3a\u5ea6\u914d\u9ad8\u6743\u91cd\uff0c\u53ef\u4ee5\u9501\u5b9a\u56fe\u7247\u7684\u7ec6\u8282\uff0c\u66f4\u6539\u753b\u98ce\u4e0a\u7684\u5c55\u73b0\uff0c\u62d3\u5c55\u5ef6\u4f38\u63a8\u8350\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\u9ad8\u91cd\u56de\u5f3a\u5ea6\u914d\u4f4e\u6743\u91cd\uff0c\u4fee\u6539\u56fe\u7247\u7ec6\u8282\uff0c\u5b9a\u98ce\u683c\u56fe\u540e\u5c0f\u4fee\u6539\u63a8\u8350\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9884\u5904\u7406\u5668\u4e0e\u6a21\u578b\u7684\u5173\u7cfb\uff1a<\/strong><\/p>\n\n\n\n<p>i. \u4f7f\u7528\u9884\u5904\u7406\u5668\u65f6\u8981\u4e0e\u6a21\u578b\u4e00\u4e00\u5bf9\u5e94\u8d77\u6765,\u5982\u4e0e\u5904\u7406\u5668\u9009\u62e9canny\uff0c\u5219\u76f8\u5bf9\u5e94\u7684\u6a21\u578b\u4e5f\u8981\u9009\u62e9canny\u3002<\/p>\n\n\n\n<p>ii. \u9884\u5904\u7406\u5668\u548c\u6a21\u578b\u5728 Stable Diffusion \u4e2d\u662f\u76f8\u8f85\u76f8\u6210\u7684\uff0c\u9884\u5904\u7406\u5668\u901a\u8fc7\u5bf9\u8f93\u5165\u56fe\u50cf\u8fdb\u884c\u9884\u5904\u7406\u548c\u6570\u636e\u589e\u5f3a\uff0c\u4e3a\u6a21\u578b\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u8f93\u5165\uff0c\u800c\u6a21\u578b\u5219\u901a\u8fc7\u5bf9\u8f93\u5165\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\uff0c\u4e3a\u9884\u5904\u7406\u5668\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u53cd\u9988\u3002<\/p>\n\n\n\n<p><strong>\u4ecb\u5165\u65f6\u673a\u548c\u9000\u51fa\u65f6\u673a\uff1a<\/strong><\/p>\n\n\n\n<p>i. \u4ecb\u5165\u65f6\u673a\uff1a\u4ee3\u8868\u7b2c\u51e0\u6b65\u4ecb\u5165\u5bf9\u753b\u9762\u7684\u5f71\u54cd\uff1b\u9000\u51fa\u65f6\u673a\uff1a\u4ee3\u8868\u7b2c\u51e0\u6b65\u9000\u51fa\u5bf9\u753b\u9762\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>ii. \u5982\uff0c\u73b0\u5728\u662f\u4e00\u4e2a\u751f\u6210\u6b65\u5e45\u4e3a30\u6b65\u7684\u56fe\u50cf\uff1a<\/p>\n\n\n\n<ul>\n<li>\u73b0\u5728\u4ecb\u5165\u65f6\u673a\u4e3a0.2\uff0c\u5219\u4ece30\u00d70.2=6\uff0c\u7b2c\u516d\u6b65\u7684\u65f6\u5019ControlNet\u5f00\u59cb\u4ecb\u5165<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\u73b0\u5728\u9000\u51fa\u65f6\u673a\u4e3a0.8\uff0c\u5219\u4ece30\u00d70.8=24\uff0c\u7b2c\u4e8c\u5341\u56db\u6b65\u7684\u65f6\u5019ControlNet\u9000\u51fa\u5bf9\u8f93\u51fa\u7684\u4ecb\u5165<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Canny_%E8%BE%B9%E7%BC%98%E6%A3%80%E6%B5%8B\"><\/span>2. Canny \u8fb9\u7f18\u68c0\u6d4b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. Canny \u662f\u4e00\u79cd\u7ecf\u5178\u7684\u8fb9\u7f18\u68c0\u6d4b\u7b97\u6cd5\uff0c\u80fd\u591f\u5f88\u597d\u5730\u8bc6\u522b\u51fa\u56fe\u50cf\u4e2d\u7684\u8fb9\u7f18\u4fe1\u606f\uff0c\u5bf9\u4e8e\u56fe\u50cf\u751f\u6210\u4efb\u52a1\u6765\u8bf4\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u751f\u6210\u5177\u6709\u6e05\u6670\u8fb9\u7f18\u7684\u56fe\u50cf\u3002<\/p>\n\n\n\n<p>ii. \u5904\u7406\u56fe\u7247\u7684\u65b9\u5f0f\u662f\u5c06\u56fe\u7247\u4e13\u4e3a\u7ebf\u7a3f\uff0c\u5bf9\u4e8e\u753b\u9762\u7ec6\u8282\u4e0d\u590d\u6742\u7684\u56fe\u50cf\u6765\u8bf4\u5f88\u597d\uff0c\u4f46\u5904\u7406\u590d\u6742\u56fe\u50cf\u65f6\uff0c\u4e3b\u4f53\u4f1a\u5bb9\u6613\u88ab\u9664\u4e3b\u9898\u5143\u7d20\u4ee5\u5916\u7684\u5143\u7d20\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>iii. \u7ec6\u8282\u523b\u753b\u4e0a\uff0c\u4e00\u79cd\u662f\u5206\u8fa8\u7387\u8d8a\u9ad8\uff0c\u7ebf\u6761\u8d8a\u6e05\u6670\uff0c\u9608\u503c\u8d8a\u5c11\uff0c\u5bf9\u5e94\u7684\u7ec6\u8282\u4e5f\u8d8a\u591a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-a479defcfd21a36f9d7b20f9bb53e203_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Hed_%E8%BE%B9%E7%BC%98%E6%A3%80%E6%B5%8B%EF%BC%8C%E7%BB%86%E8%8A%82%E4%BF%9D%E7%95%99\"><\/span>4. Hed \u8fb9\u7f18\u68c0\u6d4b\uff0c\u7ec6\u8282\u4fdd\u7559<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. \u8be5\u7b97\u6cd5\u7684\u7279\u70b9\u662f\u80fd\u591f\u540c\u65f6\u9884\u6d4b\u591a\u4e2a\u5c3a\u5ea6\u7684\u8fb9\u7f18\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u8fb9\u7f18\u68c0\u6d4b\u7684\u7cbe\u5ea6\uff0c\u5bf9\u8fb9\u7f18\u6e05\u6670\u7684\u56fe\u50cf\u751f\u6210\u6548\u679c\u66f4\u597d\u3002<\/p>\n\n\n\n<p>ii. \u5f53\u7528\u8349\u56fe\u8f6c\u4e0a\u8272\u65f6\uff0c\u53ef\u4ee5\u5728\u7ed8\u56fe\u8f6f\u4ef6\u5c06\u63cf\u8fb9\u52a0\u7c97\u52a0\u6df1\u4e00\u4e9b\uff0c\u4ece\u800c\u80fd\u66f4\u65b9\u4fbf\u83b7\u53d6\u8fb9\u7f18\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/80\/v2-203fb3ebb7350b6846bea18590cfe9e9_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_MLSD_%E7%BA%BF%E6%80%A7%E6%A3%80%E6%B5%8B\"><\/span>5. MLSD \u7ebf\u6027\u68c0\u6d4b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>i. mlsd\u6a21\u578b\uff0c\u53ef\u4ee5\u8fdb\u884c\u76f4\u7ebf\u68c0\u6d4b\uff0c\u901a\u8fc7\u5206\u6790\u56fe\u7247\u7684\u7ebf\u6761\u7ed3\u6784\u6765\u6784\u5efa\u51fa\u5efa\u7b51\u5916\u6846\uff0c\u9002\u5408\u5efa\u7b51\u8bbe\u8ba1\u7684\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>ii. \u53ef\u4ee5\u914d\u5408canny\u4e00\u8d77\u4f7f\u7528\uff0c\u6548\u679c\u66f4\u4f73\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Open_pose-%E4%BA%BA%E7%89%A9%E6%91%86pose\"><\/span>6. Open pose-\u4eba\u7269\u6446pose<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5224\u65ad\u4e3b\u56fe\u7684\u4e3b\u4f53\u52a8\u4f5c\uff0c\u7136\u540e\u5c06\u52a8\u4f5c\u9644\u52a0\u5728\u4e3b\u56fe\u4e0a \u4e00\u822c\u914d\u5408\u7740open pose editer\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-eafc1dd0dd03306795ee74cafeaf084b_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_LeRes%E6%B7%B1%E5%BA%A6%E4%BF%A1%E6%81%AF%E4%BC%B0%E7%AE%97\"><\/span>7. LeRes\u6df1\u5ea6\u4fe1\u606f\u4f30\u7b97<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5bf9\u6709\u573a\u666f\u6df1\u5ea6\u7684\u56fe\u7247\u6548\u679c\u66f4\u4f73\uff0c\u751f\u6210\u7684\u56fe\u50cf\u666f\u6df1\u66f4\u6613\u533a\u5206\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/80\/v2-47686dd325c6e802d5331c2813df041f_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%AD%E3%80%81%E7%BB%93%E8%AF%AD\"><\/span><strong>\u516d\u3001\u7ed3\u8bed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u968f\u7740AI\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u56fe\u50cf\u751f\u6210\u9886\u57df\u7684\u5927\u578b\u6a21\u578b\u6b63\u5728\u6210\u4e3a\u7814\u7a76\u7684\u70ed\u70b9\uff0c\u4f46\u662f\u7531\u4e8e\u8be5\u9886\u57df\u7684\u76f8\u5bf9\u65b0\u9896\u548c\u590d\u6742\u6027\uff0c\u76f8\u5173\u7684\u6559\u7a0b\u548c\u8d44\u6e90\u76ee\u524d\u8fd8\u76f8\u5bf9\u532e\u4e4f\u3002\u5e0c\u671b\u672c\u6587\u53ef\u4ee5\u5e2e\u52a9\u5404\u4f4d\u8bbe\u8ba1\u5e08\u5feb\u901f\u5165\u95e8Stable Diffusion\uff0c\u5e76\u4e3a\u60a8\u63d0\u4f9b\u4e00\u4e9b\u6709\u7528\u7684\u53c2\u8003\u8d44\u6599\u3002<\/p>\n\n\n\n<p>\u76f8\u4fe1\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u4e00\u4e9b\u771f\u6b63\u5177\u6709\u5546\u4e1a\u4ef7\u503c\u7684\u5927\u6a21\u578b\u5c06\u4f1a\u6d8c\u73b0\u51fa\u6765\uff0c\u4e3a\u8bbe\u8ba1\u548c\u5176\u4ed6\u9886\u57df\u5e26\u6765\u66f4\u591a\u7684\u521b\u65b0\u548c\u6548\u76ca\uff0c\u6700\u540e\uff0c\u5e0c\u671b\u5927\u5bb6\u80fd\u4e0d\u65ad\u63a2\u7d22\u548c\u5b66\u4e60\uff0c\u638c\u63e1\u66f4\u591a\u7684\u6280\u80fd\u548c\u77e5\u8bc6\uff0c\u4e3a\u8bbe\u8ba1\u8d4b\u80fd\uff01<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u73b0\u5728\u6211\u4e3a\u5927\u5bb6\u63a8\u8350\u4e00\u7ec4\uff0c\u80fd\u66f4\u597d\u7684\u5730\u9002\u914d\u4e2d\u6587\u8bed\u6599\u7684aigc\u6a21\u578b\u3002\u8fd9\u5957\u6a21\u578b\u662f\u6606\u4ed1\u4e07\u7ef4\u96c6\u56e2\u65d7\u4e0b\u7684\u5947\u70b9\u667a\u6e90\u516c\u53f8\u5f00\u53d1\u7684\uff0c\u5b83\u4eec\u572812\u6708\u4e2d\u65ec\u5f00\u6e90\uff0c\u534a\u4e2a\u6708\u7684\u65f6\u95f4\u5df2\u7ecf\u5438\u5f15\u4e86\u5c06\u8fd11000\u540d\u4f7f\u7528\u8005\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u662f\u5730\u5740\u2014\u2014<\/p>\n\n\n\n<p><strong>GitHub\u5730\u5740\uff1a<\/strong><\/p>\n\n\n\n<p>\u8d26\u6237\u4e3b\u9875\uff1ahttps:\/\/github.com\/SkyWorkAIGC<\/p>\n\n\n\n<p>SkyPaint\uff08AI\u7ed8\u753b\uff09\uff1ahttps:\/\/github.com\/SkyWorkAIGC\/SkyPaint-AI-Diffusion<\/p>\n\n\n\n<p>SkyCode\uff08AI\u751f\u6210\u4ee3\u7801\uff09\uff1ahttps:\/\/github.com\/SkyWorkAIGC\/SkyCode-AI-CodeX-GPT3<\/p>\n\n\n\n<p>SkyText\uff08AI\u751f\u6210\u6587\u672c\uff09\uff1ahttps:\/\/github.com\/SkyWorkAIGC\/SkyText-CN-GPT3https:\/\/www.yii666.com\/\u6587\u7ae0\u6765\u6e90\u5730\u5740:https:\/\/www.yii666.com\/blog\/390022.html?action=onAll<\/p>\n\n\n\n<p>SkyChat\uff08AI\u804a\u5929\uff09\uff1ahttps:\/\/github.com\/SkyWorkAIGC\/SkyChat-CN-Chatbot-GPT3<\/p>\n\n\n\n<p><strong>Hugging Face\u6a21\u578b\u5730\u5740\uff1a<\/strong><\/p>\n\n\n\n<p>\u8d26\u6237\u4e3b\u9875\uff1ahttps:\/\/huggingface.co\/SkyWork<\/p>\n\n\n\n<p>SkyPaint\uff08AI\u7ed8\u753b\uff09\uff1ahttps:\/\/huggingface.co\/SkyWork\/SkyPaint<\/p>\n\n\n\n<p>SkyCode\uff08AI\u751f\u6210\u4ee3\u7801\uff09\uff1ahttps:\/\/huggingface.co\/SkyWork\/SkyCode<\/p>\n\n\n\n<p>SkyText\uff08AI\u751f\u6210\u6587\u672c\uff09\uff1ahttps:\/\/huggingface.co\/SkyWork\/SkyText<\/p>\n\n\n\n<p>SkyTextTiny\uff1ahttps:\/\/huggingface.co\/SkyWork\/SkyTextTiny<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u5bf9AIGC\u611f\u5174\u8da3\uff0c\u60f3\u8981\u6253\u9020\u81ea\u5df1\u7684AIGC\u9879\u76ee\uff0c\u4e0d\u59a8\u57fa\u4e8e\u8fd9\u5957\u5f00\u6e90\u6a21\u578b\u5c55\u5f00\u5f00\u53d1\uff0c\u4e5f\u8bb8\u80fd\u6536\u83b7\u60ca\u559c\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7801\u5b57\u4e0d\u6613\uff0cSD\u4fdd\u59c6\u6559\u7a0b\uff0c\u4ece\u539f\u7406\u529f\u80fd\u5230\u6848\u4f8b\u8f93\u51fa\u5c55\u793a\uff0c\u6700\u540e\u7b80\u8ff0ControlNet\u7684\u4f7f\u7528\u6280\u5de7\uff0c\u56fe\u6587\u7ea61\u4e07&hellip; <a href=\"http:\/\/viplao.com\/index.php\/2023\/07\/08\/%e7%81%ab%e7%88%86%e7%9a%84aigc%e5%ba%94%e7%94%a8%ef%bc%81%e5%85%a5%e9%97%a8%e6%8c%87%e5%bc%95%e5%ae%9e%e8%b7%b5\/\" class=\"more-link read-more\" rel=\"bookmark\">\u7ee7\u7eed\u9605\u8bfb <span class=\"screen-reader-text\">\u706b\u7206\u7684AIGC\u5e94\u7528\uff01\u5165\u95e8\u6307\u5f15\u5b9e\u8df5<\/span><i class=\"fa fa-arrow-right\"><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[10],"views":1016,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/2174"}],"collection":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/comments?post=2174"}],"version-history":[{"count":2,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/2174\/revisions"}],"predecessor-version":[{"id":2176,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/2174\/revisions\/2176"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=2174"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=2174"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=2174"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}