{"id":12012,"date":"2026-06-10T03:40:00","date_gmt":"2026-06-09T19:40:00","guid":{"rendered":"https:\/\/ab123.xyz\/?p=12012"},"modified":"2026-06-10T03:40:00","modified_gmt":"2026-06-09T19:40:00","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","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=12012","title":{"rendered":"Stable Diffusion ControlNet for Architectural Design\uff1a\u667a\u80fd\u5efa\u7b51\u8bbe\u8ba1\u7684\u9769\u547d\u6027\u5de5\u5177"},"content":{"rendered":"

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\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4f18\u52bf<\/h2>\n

ControlNet \u901a\u8fc7\u6dfb\u52a0\u201c\u6761\u4ef6\u63a7\u5236\u201d\u5c42\uff0c\u8ba9 Stable Diffusion \u80fd\u591f\u4e25\u683c\u6309\u7167\u7528\u6237\u63d0\u4f9b\u7684\u8fb9\u7f18\u68c0\u6d4b\uff08Canny\uff09\u3001\u6df1\u5ea6\u56fe\uff08Depth\uff09\u3001\u6cd5\u7ebf\u56fe\uff08Normal\uff09\u6216\u6d82\u9e26\uff08Scribble\uff09\u7b49\u5f15\u5bfc\u4fe1\u53f7\u751f\u6210\u56fe\u50cf\u3002\u5728\u5efa\u7b51\u8bbe\u8ba1\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u8bbe\u8ba1\u5e08\u4ec5\u9700\u7ed8\u5236\u7b80\u5355\u7684\u4f53\u5757\u8f6e\u5ed3\u6216\u529f\u80fd\u5206\u533a\uff0cAI \u5373\u53ef\u81ea\u52a8\u8865\u5168\u6750\u8d28\u3001\u5149\u5f71\u3001\u690d\u88ab\u4e0e\u73af\u5883\u7ec6\u8282\u3002<\/p>\n

\u5173\u952e\u80fd\u529b<\/h3>\n
    \n
  • \u7cbe\u51c6\u7ed3\u6784\u63a7\u5236\uff1a\u652f\u6301 ControlNet \u7684 Canny \u6a21\u578b\uff0c\u53ef\u7cbe\u786e\u8fd8\u539f\u5efa\u7b51\u5916\u8f6e\u5ed3\u4e0e\u5f00\u7a97\u6bd4\u4f8b\uff0c\u907f\u514d\u968f\u673a\u751f\u6210\u9020\u6210\u7684\u7ed3\u6784\u53d8\u5f62\u3002<\/li>\n
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  • \u98ce\u683c\u8fc1\u79fb\u4e0e\u6e32\u67d3\uff1a\u7ed3\u5408 LoRA \u6216 DreamBooth\uff0c\u53ef\u4e00\u952e\u5c06\u73b0\u4ee3\u6781\u7b80\u98ce\u683c\u6539\u4e3a\u65b0\u4e2d\u5f0f\u3001\u54e5\u7279\u6216\u53c2\u6570\u5316\u8bbe\u8ba1\u98ce\u683c\uff0c\u6781\u5927\u7f29\u77ed\u6548\u679c\u56fe\u5236\u4f5c\u5468\u671f\u3002<\/li>\n<\/ul>\n

    \u5e94\u7528\u573a\u666f<\/h2>\n

    \u8be5\u5de5\u5177\u5df2\u6df1\u5ea6\u878d\u5165\u4ee5\u4e0b\u5efa\u7b51\u5b9e\u8df5\u573a\u666f\uff1a<\/p>\n

      \n
    • \u524d\u671f\u6982\u5ff5\u8bbe\u8ba1\uff1a\u5feb\u901f\u751f\u6210\u6570\u767e\u4e2a\u7acb\u9762\u65b9\u6848\u4f9b\u5ba2\u6237\u9009\u62e9\uff0c\u8f85\u52a9\u51b3\u7b56\u3002<\/li>\n
    • \u57ce\u5e02\u8bbe\u8ba1\uff1a\u57fa\u4e8e\u536b\u661f\u56fe\u6216\u603b\u5e73\u9762\u56fe\uff0c\u751f\u6210\u5efa\u7b51\u7fa4\u9e1f\u77b0\u6548\u679c\uff0c\u8bc4\u4f30\u5929\u9645\u7ebf\u4e0e\u516c\u5171\u7a7a\u95f4\u5c3a\u5ea6\u3002<\/li>\n
    • \u5ba4\u5185\u8bbe\u8ba1\uff1a\u901a\u8fc7\u533a\u57df\u6d82\u9e26\u6307\u5b9a\u529f\u80fd\u5206\u533a\uff0cAI \u81ea\u52a8\u751f\u6210\u5bb6\u5177\u5e03\u5c40\u4e0e\u88c5\u9970\u98ce\u683c\u3002<\/li>\n
    • \u6559\u5b66\u4e0e\u7814\u7a76\uff1a\u5efa\u7b51\u9662\u6821\u5229\u7528\u5176\u751f\u6210\u5927\u91cf\u6848\u4f8b\uff0c\u7528\u4e8e\u5f62\u5f0f\u5206\u6790\u4e0e\u7a7a\u95f4\u53e5\u6cd5\u6559\u5b66\u3002<\/li>\n<\/ul>\n

      \u5982\u4f55\u4f7f\u7528<\/h2>\n

      \u4f7f\u7528\u8fc7\u7a0b\u6781\u4e3a\u7b80\u4fbf\uff1a\u7528\u6237\u5b89\u88c5 Stable Diffusion WebUI\uff08\u5982 Automatic1111 \u7684\u7248\u672c\uff09\u540e\uff0c\u5b89\u88c5 ControlNet \u6269\u5c55\uff0c\u4e0b\u8f7d\u5bf9\u5e94\u6a21\u578b\u6587\u4ef6\u653e\u7f6e\u4e8e\u6307\u5b9a\u76ee\u5f55\u3002\u5728\u751f\u6210\u754c\u9762\u4e2d\uff0c\u4e0a\u4f20\u5f15\u5bfc\u56fe\u50cf\uff0c\u9009\u62e9\u5bf9\u5e94\u7684\u9884\u5904\u7406\u5668\uff08\u5982 Canny \u8fb9\u7f18\u68c0\u6d4b\uff09\uff0c\u8c03\u8282\u63d0\u793a\u8bcd\u4e0e\u53c2\u6570\u5373\u53ef\u5b9e\u65f6\u9884\u89c8\u3002\u63a8\u8350\u914d\u7f6e\u4f7f\u7528 NVIDIA RTX 3060 \u4ee5\u4e0a\u663e\u5361\uff0c\u6216\u901a\u8fc7\u4e91\u7aef\uff08\u5982 Google Colab\uff09\u8fd0\u884c\u3002<\/p>\n

      \u5b9e\u7528\u6280\u5de7<\/h3>\n
        \n
      • \u4e3a\u83b7\u5f97\u66f4\u534f\u8c03\u7684\u5efa\u7b51\u8d28\u611f\uff0c\u5efa\u8bae\u5728\u63d0\u793a\u8bcd\u4e2d\u52a0\u5165\u5efa\u7b51\u98ce\u683c\u5173\u952e\u8bcd\uff08\u5982\u201cModernist, glass curtain wall\u201d\uff09\u4ee5\u53ca\u73af\u5883\u63cf\u8ff0\uff08\u5982\u201csunny day, urban context\u201d\uff09\u3002<\/li>\n
      • \u5f53\u51fa\u73b0\u7ed3\u6784\u504f\u5dee\u65f6\uff0c\u53ef\u964d\u4f4e ControlNet \u6743\u91cd\uff08Weight\uff09\u6216\u542f\u7528\u66f4\u4e25\u683c\u7684\u5f15\u5bfc\u6a21\u5f0f\uff08\u5982 Full Control\uff09\u3002<\/li>\n<\/ul>\n

        \u4f5c\u4e3a\u5f00\u6e90\u793e\u533a\u6700\u6d3b\u8dc3\u7684\u5efa\u7b51 AI \u5de5\u5177\u4e4b\u4e00\uff0cStable Diffusion ControlNet for Architectural Design \u6b63\u91cd\u65b0\u5b9a\u4e49\u5efa\u7b51\u5e08\u7684\u5de5\u4f5c\u6d41\uff0c\u8ba9\u521b\u610f\u8868\u8fbe\u4e0d\u518d\u53d7\u9650\u4e8e\u6280\u672f\u95e8\u69db\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

        \u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u5efa\u7b51\u8bbe\u8ba1\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0cStable Diffusion ControlNet for Archi […]<\/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":[9340,6221,6220,14657,14656],"class_list":["post-12012","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-controlnet","tag-stable-diffusion","tag-14657","tag-14656"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12012","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=12012"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12012\/revisions"}],"predecessor-version":[{"id":12013,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12012\/revisions\/12013"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12012"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12012"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12012"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}