{"id":12034,"date":"2026-06-10T03:41:04","date_gmt":"2026-06-09T19:41:04","guid":{"rendered":"https:\/\/ab123.xyz\/?p=12034"},"modified":"2026-06-10T03:41:04","modified_gmt":"2026-06-09T19:41:04","slug":"stable-diffusion-controlnet-for-architectural-design%ef%bc%9a%e6%99%ba%e8%83%bd%e5%bb%ba%e7%ad%91%e8%ae%be%e8%ae%a1%e7%9a%84%e9%9d%a9%e5%91%bd%e6%80%a7%e5%b7%a5%e5%85%b7-2","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=12034","title":{"rendered":"Stable Diffusion ControlNet for Architectural Design\uff1a\u667a\u80fd\u5efa\u7b51\u8bbe\u8ba1\u7684\u9769\u547d\u6027\u5de5\u5177"},"content":{"rendered":"

\u5728\u5efa\u7b51\u8bbe\u8ba1\u7684\u6570\u5b57\u5316\u6d6a\u6f6e\u4e2d\uff0cStable Diffusion ControlNet<\/strong> \u6b63\u6084\u7136\u6539\u53d8\u7740\u884c\u4e1a\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u4f5c\u4e3a\u4e00\u6b3e\u57fa\u4e8e Stable Diffusion \u7684\u5f00\u6e90\u795e\u7ecf\u7f51\u7edc\u5de5\u5177\uff0cControlNet \u901a\u8fc7\u7cbe\u7ec6\u63a7\u5236\u751f\u6210\u56fe\u50cf\u7684\u59ff\u6001\u3001\u8fb9\u7f18\u3001\u6df1\u5ea6\u4e0e\u8bed\u4e49\u5206\u5272\uff0c\u4e3a\u5efa\u7b51\u5e08\u548c\u8bbe\u8ba1\u5e08\u63d0\u4f9b\u4e86\u524d\u6240\u672a\u6709\u7684\u521b\u610f\u81ea\u7531\u5ea6\u3002\u5176\u5b98\u65b9\u7f51\u7ad9 https:\/\/github.com\/lllyasviel\/ControlNet<\/a> \u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u6a21\u578b\u3001\u9884\u8bad\u7ec3\u6743\u91cd\u4e0e\u4f7f\u7528\u6307\u5357\u3002<\/p>\n

\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n

ControlNet \u6700\u6838\u5fc3\u7684\u80fd\u529b\u5728\u4e8e\u201c\u53ef\u63a7\u751f\u6210\u201d\u2014\u2014\u5b83\u5141\u8bb8\u7528\u6237\u8f93\u5165\u4e00\u5f20\u53c2\u8003\u56fe\u50cf\uff08\u5982\u624b\u7ed8\u8349\u56fe\u3001CAD \u7ebf\u6761\u56fe\u6216\u6df1\u5ea6\u56fe\uff09\uff0c\u7136\u540e\u5229\u7528\u6269\u6563\u6a21\u578b\u751f\u6210\u4e0e\u53c2\u8003\u56fe\u5728\u7ed3\u6784\u6216\u6784\u56fe\u4e0a\u9ad8\u5ea6\u4e00\u81f4\u7684\u9ad8\u8d28\u91cf\u5efa\u7b51\u6548\u679c\u56fe\u3002\u76f8\u6bd4\u4f20\u7edf AI \u56fe\u50cf\u751f\u6210\u5de5\u5177\uff0cControlNet \u907f\u514d\u4e86\u968f\u673a\u6027\u8fc7\u5f3a\u3001\u96be\u4ee5\u7cbe\u786e\u8c03\u6574\u7684\u75db\u70b9\u3002<\/p>\n

\u591a\u6837\u5316\u7684\u63a7\u5236\u6a21\u5f0f<\/h3>\n
    \n
  • Canny Edge \u8fb9\u7f18\u68c0\u6d4b<\/strong>\uff1a\u4ece\u624b\u7ed8\u7ebf\u7a3f\u6216\u626b\u63cf\u56fe\u4e2d\u63d0\u53d6\u8fb9\u7f18\uff0c\u751f\u6210\u5177\u6709\u6e05\u6670\u5efa\u7b51\u8f6e\u5ed3\u7684\u6548\u679c\u56fe\u3002<\/li>\n
  • Depth \u6df1\u5ea6\u56fe<\/strong>\uff1a\u5229\u7528\u6df1\u5ea6\u4fe1\u606f\u63a7\u5236\u7a7a\u95f4\u5c42\u6b21\uff0c\u9002\u5408\u751f\u6210\u5ba4\u5185\u5916\u900f\u89c6\u5173\u7cfb\u590d\u6742\u7684\u573a\u666f\u3002<\/li>\n
  • Semantic Segmentation \u8bed\u4e49\u5206\u5272<\/strong>\uff1a\u901a\u8fc7\u8272\u5757\u6620\u5c04\u4e0d\u540c\u5efa\u7b51\u5143\u7d20\uff08\u5899\u4f53\u3001\u95e8\u7a97\u3001\u690d\u88ab\uff09\uff0c\u5b9e\u73b0\u5206\u533a\u6e32\u67d3\u3002<\/li>\n
  • OpenPose \u59ff\u6001\u56fe<\/strong>\uff1a\u8f85\u52a9\u751f\u6210\u5177\u6709\u4eba\u7269\u5c3a\u5ea6\u7684\u5efa\u7b51\u573a\u666f\uff0c\u4f18\u5316\u4eba\u4f53\u4e0e\u7a7a\u95f4\u7684\u6bd4\u4f8b\u5173\u7cfb\u3002<\/li>\n<\/ul>\n

    \u5e94\u7528\u573a\u666f\uff1a\u4ece\u6982\u5ff5\u8bbe\u8ba1\u5230\u65bd\u5de5\u56fe\u63a8\u6572<\/h2>\n

    \u5728\u5efa\u7b51\u9879\u76ee\u7684\u4e0d\u540c\u9636\u6bb5\uff0cControlNet \u90fd\u80fd\u53d1\u6325\u72ec\u7279\u4ef7\u503c\uff1a<\/p>\n

    \u65e9\u671f\u6982\u5ff5\u53d1\u6563<\/h3>\n

    \u5efa\u7b51\u5e08\u53ea\u9700\u7ed8\u5236\u7b80\u5355\u7684\u4f53\u5757\u8349\u56fe\uff0cControlNet \u5373\u53ef\u57fa\u4e8e Canny \u6216 Scribble \u6a21\u5f0f\u5feb\u901f\u751f\u6210\u6570\u5341\u79cd\u7acb\u9762\u98ce\u683c\u65b9\u6848\uff0c\u663e\u8457\u7f29\u77ed\u524d\u671f brainstorming \u5468\u671f\u3002<\/p>\n

    \u7acb\u9762\u4e0e\u6750\u6599\u7814\u7a76<\/h3>\n

    \u901a\u8fc7\u5c06\u73b0\u6709\u5efa\u7b51\u7167\u7247\u7684\u6df1\u5ea6\u56fe\u8f93\u5165 ControlNet\uff0c\u914d\u5408\u6587\u672c\u63d0\u793a\u8bcd\uff08\u5982\u201c\u73bb\u7483\u5e55\u5899\u201d\u3001\u201c\u7ea2\u7816\u7eb9\u7406\u201d\uff09\uff0c\u53ef\u5373\u523b\u83b7\u5f97\u591a\u79cd\u6750\u6599\u66ff\u6362\u65b9\u6848\uff0c\u5e2e\u52a9\u4e1a\u4e3b\u76f4\u89c2\u6bd4\u8f83\u6548\u679c\u3002<\/p>\n

    \u5ba4\u5185\u7a7a\u95f4\u53ef\u89c6\u5316<\/h3>\n

    \u5229\u7528 Semantic Segmentation \u4e0e Depth \u7ec4\u5408\uff0c\u8bbe\u8ba1\u5e08\u80fd\u591f\u5bf9\u7a7a\u95f4\u5206\u533a\u505a\u5373\u65f6\u6e32\u67d3\uff0c\u751a\u81f3\u7ed3\u5408 LoRA \u5fae\u8c03\u6a21\u578b\u751f\u6210\u7279\u5b9a\u5bb6\u5177\u98ce\u683c\u3002<\/p>\n

    \u5982\u4f55\u4f7f\u7528 ControlNet \u8fdb\u884c\u5efa\u7b51\u8bbe\u8ba1<\/h2>\n

    \u4f7f\u7528 ControlNet \u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u57fa\u7840\uff0c\u4f46\u6d41\u7a0b\u6e05\u6670\uff1a<\/p>\n

      \n
    • \u73af\u5883\u51c6\u5907<\/strong>\uff1a\u5b89\u88c5 Stable Diffusion WebUI\uff08\u5982 AUTOMATIC1111\uff09\uff0c\u5e76\u6269\u5c55 ControlNet \u63d2\u4ef6\u3002<\/li>\n
    • \u9009\u62e9\u63a7\u5236\u6a21\u578b<\/strong>\uff1a\u6839\u636e\u8bbe\u8ba1\u9700\u6c42\u4e0b\u8f7d\u5bf9\u5e94\u7684\u9884\u8bad\u7ec3\u6a21\u578b\uff08\u5982 control_v11p_sd15_canny\uff09\u3002<\/li>\n
    • \u8f93\u5165\u53c2\u8003\u56fe<\/strong>\uff1a\u5728 ControlNet \u9762\u677f\u4e0a\u4f20\u624b\u7ed8\u56fe\u3001\u6df1\u5ea6\u56fe\u6216\u8bed\u4e49\u5206\u5272\u56fe\uff0c\u5e76\u8c03\u6574\u201c\u63a7\u5236\u6743\u91cd\u201d\u4e0e\u201c\u5f15\u5bfc\u7ec8\u6b62\u6b65\u6570\u201d\u3002<\/li>\n
    • \u64b0\u5199\u63d0\u793a\u8bcd<\/strong>\uff1a\u7528\u7b80\u6d01\u7684\u82f1\u6587\u63cf\u8ff0\u5efa\u7b51\u98ce\u683c\u3001\u6750\u6599\u4e0e\u6c1b\u56f4\uff08\u4f8b\u5982\u201cmodern minimalist villa, concrete facade, afternoon sunlight\u201d\uff09\u3002<\/li>\n
    • \u8fed\u4ee3\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u4fee\u6539\u63a7\u5236\u6743\u91cd\u3001\u63d0\u793a\u8bcd\u6216\u53c2\u8003\u56fe\uff0c\u53cd\u590d\u751f\u6210\u76f4\u81f3\u6ee1\u610f\u3002<\/li>\n<\/ul>\n

      \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cControlNet \u5bf9\u663e\u5b58\u6709\u4e00\u5b9a\u9700\u6c42\uff08\u5efa\u8bae 8GB \u4ee5\u4e0a\uff09\uff0c\u4e14\u521d\u671f\u9700\u8981\u5c1d\u8bd5\u4e0d\u540c\u6a21\u578b\u7ec4\u5408\u3002\u4f46\u4e00\u65e6\u638c\u63e1\uff0c\u5b83\u5c06\u6210\u4e3a\u5efa\u7b51\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u4e2d\u4e0d\u53ef\u66ff\u4ee3\u7684\u52a0\u901f\u5668\u3002<\/p>\n

      \u672a\u6765\u5c55\u671b\u4e0e\u884c\u4e1a\u5f71\u54cd<\/h2>\n

      \u968f\u7740 ControlNet \u793e\u533a\u4e0d\u65ad\u63a8\u51fa\u9488\u5bf9\u5efa\u7b51\u9886\u57df\u7684\u4e13\u7528\u9884\u8bad\u7ec3\u6a21\u578b\uff08\u5982 Architectural Control LoRA\uff09\uff0cAI \u8f85\u52a9\u8bbe\u8ba1\u6b63\u4ece\u201c\u7075\u611f\u751f\u6210\u201d\u5411\u201c\u7cbe\u786e\u5efa\u6a21\u201d\u6f14\u8fdb\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u8bbe\u8ba1\u4e8b\u52a1\u6240\u5c06\u5176\u7528\u4e8e\u6295\u6807\u65b9\u6848\u5feb\u901f\u51fa\u56fe\u3001\u65bd\u5de5\u524d\u6548\u679c\u9a8c\u8bc1\u751a\u81f3\u9057\u4ea7\u5efa\u7b51\u4fee\u590d\u6a21\u62df\u3002\u5728\u53ef\u9884\u89c1\u7684\u672a\u6765\uff0cControlNet \u4e0e BIM\u3001\u53c2\u6570\u5316\u8bbe\u8ba1\u7684\u878d\u5408\u5c06\u5f7b\u5e95\u91cd\u5851\u5efa\u7b51\u884c\u4e1a\u7684\u521b\u610f\u8f93\u51fa\u65b9\u5f0f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u5728\u5efa\u7b51\u8bbe\u8ba1\u7684\u6570\u5b57\u5316\u6d6a\u6f6e\u4e2d\uff0cStable Diffusion ControlNet \u6b63\u6084\u7136\u6539\u53d8\u7740\u884c\u4e1a\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[14681,6215,14679,13692,14680],"class_list":["post-12034","post","type-post","status-publish","format-standard","hentry","category-4","tag-controlnet","tag-stable-diffusion-controlnet","tag-14679","tag-ai","tag-14680"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12034","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=12034"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12034\/revisions"}],"predecessor-version":[{"id":12038,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12034\/revisions\/12038"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12034"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12034"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}