{"id":9878,"date":"2026-06-10T01:38:41","date_gmt":"2026-06-09T17:38:41","guid":{"rendered":"https:\/\/ab123.xyz\/?p=9878"},"modified":"2026-06-10T01:38:41","modified_gmt":"2026-06-09T17:38:41","slug":"stable-diffusion-controlnet-%e7%b2%be%e7%a1%ae%e6%8e%a7%e5%88%b6%ef%bc%9a%e8%a7%a3%e9%94%81ai%e7%bb%98%e7%94%bb%e7%9a%84%e7%bb%88%e6%9e%81%e5%88%9b%e4%bd%9c%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=9878","title":{"rendered":"Stable Diffusion ControlNet \u7cbe\u786e\u63a7\u5236\uff1a\u89e3\u9501AI\u7ed8\u753b\u7684\u7ec8\u6781\u521b\u4f5c\u529b"},"content":{"rendered":"<p>\u5728AI\u7ed8\u753b\u9886\u57df\uff0c<strong>Stable Diffusion ControlNet<\/strong>\u7684\u51fa\u73b0\u5f7b\u5e95\u6539\u53d8\u4e86\u751f\u6210\u5f0f\u827a\u672f\u7684\u89c4\u5219\u3002\u5b83\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u59ff\u6001\u3001\u6df1\u5ea6\u56fe\u3001\u8fb9\u7f18\u68c0\u6d4b\u7b49\u6761\u4ef6\u7cbe\u786e\u63a7\u5236\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\uff0c\u4ece\u800c\u907f\u514d\u4e86\u7eaf\u6587\u672c\u63cf\u8ff0\u7684\u968f\u673a\u6027\u3002\u65e0\u8bba\u4f60\u662f\u8bbe\u8ba1\u5e08\u3001\u63d2\u753b\u5e08\u8fd8\u662f\u6570\u5b57\u827a\u672f\u5bb6\uff0c\u638c\u63e1ControlNet\u7684\u7cbe\u786e\u63a7\u5236\uff0c\u610f\u5473\u7740\u62e5\u6709\u4e86\u4ece\u201c\u751f\u6210\u201d\u5230\u201c\u521b\u4f5c\u201d\u7684\u5173\u952e\u80fd\u529b\u3002\u672c\u6587\u5c06\u4ece\u529f\u80fd\u3001\u4f18\u52bf\u3001\u5e94\u7528\u573a\u666f\u53ca\u64cd\u4f5c\u6307\u5357\u56db\u4e2a\u7ef4\u5ea6\uff0c\u5e26\u4f60\u6df1\u5165\u4e86\u89e3\u8fd9\u4e00\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n<p>\u60f3\u8981\u7acb\u5373\u4f53\u9a8c\uff1f\u8bbf\u95ee\u5b98\u65b9\u5de5\u5177\u5730\u5740\uff1a<a href=\"https:\/\/huggingface.co\/spaces\/lllyasviel\/ControlNet\" target=\"_blank\">ControlNet \u5b98\u65b9\u6f14\u793a\u7a7a\u95f4<\/a>\uff08Hugging Face \u6258\u7ba1\uff09\u3002\u6b64\u5916\uff0c\u4f60\u4e5f\u53ef\u5728GitHub\u4e0a\u67e5\u770b\u5b8c\u6574\u6587\u6863\uff1a<a href=\"https:\/\/github.com\/lllyasviel\/ControlNet\" target=\"_blank\">ControlNet GitHub \u4ed3\u5e93<\/a>\u3002<\/p>\n<h2>\u4e00\u3001ControlNet \u7684\u6838\u5fc3\u529f\u80fd\uff1a\u7528\u6761\u4ef6\u8f93\u5165\u5b9e\u73b0\u50cf\u7d20\u7ea7\u64cd\u63a7<\/h2>\n<p>ControlNet\u5e76\u975e\u4e00\u4e2a\u72ec\u7acb\u6a21\u578b\uff0c\u800c\u662fStable Diffusion\u7684\u6269\u5c55\u6a21\u5757\u3002\u5b83\u901a\u8fc7\u5f15\u5165\u989d\u5916\u7684\u201c\u6761\u4ef6\u8f93\u5165\u201d\uff08\u5982\u59ff\u52bf\u9aa8\u67b6\u3001Canny\u8fb9\u7f18\u3001\u6df1\u5ea6\u56fe\u3001\u6cd5\u7ebf\u8d34\u56fe\u7b49\uff09\u6765\u6307\u5bfc\u6269\u6563\u8fc7\u7a0b\u3002\u4e3b\u8981\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u59ff\u6001\u63a7\u5236\uff08OpenPose\uff09<\/strong>\uff1a\u4e0a\u4f20\u4eba\u7269\u9aa8\u67b6\u56fe\uff0cAI\u5c06\u4e25\u683c\u8ddf\u968f\u4eba\u4f53\u52a8\u4f5c\u751f\u6210\u89d2\u8272\uff0c\u9002\u5408\u6e38\u620f\u539f\u753b\u4e0e\u52a8\u753b\u5173\u952e\u5e27\u3002<\/li>\n<li><strong>\u8fb9\u7f18\u68c0\u6d4b\uff08Canny \/ HED\uff09<\/strong>\uff1a\u7528\u7ebf\u6761\u8f6e\u5ed3\u7ea6\u675f\u753b\u9762\u7ed3\u6784\uff0c\u9002\u5408\u5c06\u7ebf\u7a3f\u81ea\u52a8\u4e0a\u8272\u6216\u98ce\u683c\u8fc1\u79fb\u3002<\/li>\n<li><strong>\u6df1\u5ea6\u4fe1\u606f\uff08Depth\uff09<\/strong>\uff1a\u901a\u8fc7\u6df1\u5ea6\u56fe\u63a7\u5236\u7a7a\u95f4\u5c42\u6b21\uff0c\u907f\u514d\u524d\u666f\u4e0e\u80cc\u666f\u6df7\u4e71\u3002<\/li>\n<li><strong>\u8bed\u4e49\u5206\u5272\uff08Segmentation\uff09<\/strong>\uff1a\u7528\u8272\u5757\u5b9a\u4e49\u4e0d\u540c\u7269\u4f53\u533a\u57df\uff0c\u5b9e\u73b0\u7cbe\u51c6\u5206\u533a\u6e32\u67d3\u3002<\/li>\n<\/ul>\n<h3>\u4f18\u52bf\u5bf9\u6bd4\uff1a\u4e3a\u4ec0\u4e48ControlNet\u6bd4\u7eaf\u6587\u672c\u63d0\u793a\u66f4\u5f3a\u5927\uff1f<\/h3>\n<p>\u7eaf\u6587\u672c\u63d0\u793a\uff08Text-to-Image\uff09\u4f9d\u8d56\u7528\u6237\u7684\u8bed\u8a00\u63cf\u8ff0\u80fd\u529b\uff0c\u96be\u4ee5\u8868\u8fbe\u590d\u6742\u6784\u56fe\u3002ControlNet\u7684\u4f18\u52bf\u5728\u4e8e\uff1a<\/p>\n<ul>\n<li><strong>\u9ad8\u8fd8\u539f\u5ea6<\/strong>\uff1a\u53ea\u8981\u63d0\u4f9b\u6761\u4ef6\u56fe\uff0cAI\u51e0\u4e4e\u80fd100%\u4fdd\u7559\u8f93\u5165\u7ed3\u6784\u3002<\/li>\n<li><strong>\u964d\u4f4e\u8bd5\u9519\u6210\u672c<\/strong>\uff1a\u65e0\u9700\u53cd\u590d\u4fee\u6539prompt\uff0c\u4e00\u6b21\u6761\u4ef6\u8f93\u5165\u5373\u53ef\u7a33\u5b9a\u8f93\u51fa\u3002<\/li>\n<li><strong>\u591a\u6a21\u6001\u9002\u5e94<\/strong>\uff1a\u652f\u6301\u56fe\u7247+\u6587\u5b57\u6df7\u5408\u63a7\u5236\uff0c\u517c\u987e\u521b\u610f\u4e0e\u7ea6\u675f\u3002<\/li>\n<\/ul>\n<h2>\u4e8c\u3001\u4e3b\u6d41\u5e94\u7528\u573a\u666f\uff1a\u4ece\u5546\u4e1a\u8bbe\u8ba1\u5230\u79d1\u7814\u53ef\u89c6\u5316<\/h2>\n<p>ControlNet\u7684\u7cbe\u786e\u63a7\u5236\u80fd\u529b\u76ee\u524d\u5df2\u6e17\u900f\u591a\u4e2a\u9886\u57df\uff1a<\/p>\n<ul>\n<li><strong>\u7535\u5546\u4ea7\u54c1\u56fe<\/strong>\uff1a\u7528\u6df1\u5ea6\u56fe\u56fa\u5b9a\u5546\u54c1\u4f4d\u7f6e\uff0c\u81ea\u52a8\u751f\u6210\u4e0d\u540c\u98ce\u683c\u7684\u80cc\u666f\u3002<\/li>\n<li><strong>\u5efa\u7b51\u8bbe\u8ba1<\/strong>\uff1a\u8f93\u5165\u7ebf\u7a3f\u9aa8\u67b6\uff0cAI\u5feb\u901f\u751f\u6210\u591a\u5957\u6750\u8d28\u4e0e\u706f\u5149\u65b9\u6848\u3002<\/li>\n<li><strong>\u5f71\u89c6\u5206\u955c<\/strong>\uff1aOpenPose\u63a7\u5236\u89d2\u8272\u59ff\u6001\uff0c\u5feb\u901f\u9884\u89c8\u52a8\u4f5c\u6548\u679c\u3002<\/li>\n<li><strong>\u533b\u5b66\u5f71\u50cf\u589e\u5f3a<\/strong>\uff1a\u7ed3\u5408\u8bed\u4e49\u5206\u5272\uff0c\u5bf9\u7279\u5b9a\u5668\u5b98\u533a\u57df\u8fdb\u884c\u5b9a\u5411\u751f\u6210\u3002<\/li>\n<\/ul>\n<h3>\u8fdb\u9636\u6280\u5de7\uff1a\u591aControlNet\u8054\u5408\u4f7f\u7528<\/h3>\n<p>\u6700\u65b0\u7248\u63a7\u5236\u7f51\u7edc\u652f\u6301\u540c\u65f6\u52a0\u8f7d\u591a\u4e2a\u9884\u5904\u7406\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u540c\u65f6\u5f00\u542fCanny\u8fb9\u7f18+\u6df1\u5ea6\u56fe\uff0c\u65e2\u80fd\u4fdd\u8bc1\u8f6e\u5ed3\u6e05\u6670\uff0c\u53c8\u80fd\u7ef4\u6301\u900f\u89c6\u5173\u7cfb\u3002\u63a8\u8350\u65b0\u624b\u4ece\u5355\u4e00\u6761\u4ef6\u5f00\u59cb\uff0c\u9010\u6b65\u53e0\u52a0\u3002<\/p>\n<h2>\u4e09\u3001\u5982\u4f55\u4f7f\u7528ControlNet\uff1a\u7b80\u6613\u64cd\u4f5c\u6b65\u9aa4<\/h2>\n<p>\u4ee5\u4e0b\u662f\u4ee5\u6700\u6d41\u884c\u7684AUTOMATIC1111 WebUI\u4e3a\u4f8b\u7684\u4e0a\u624b\u6d41\u7a0b\uff1a<\/p>\n<ol>\n<li><strong>\u5b89\u88c5\u6269\u5c55<\/strong>\uff1a\u5728WebUI\u7684Extensions\u9875\u9762\u641c\u7d22\u201csd-webui-controlnet\u201d\u5e76\u5b89\u88c5\uff0c\u91cd\u542fUI\u3002<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong>\uff1a\u4eceHugging Face\u6216GitHub\u4e0b\u8f7dControlNet\u4e13\u7528\u6a21\u578b\uff08\u517114\u4e2a\uff0c\u6bcf\u4e2a\u7ea61.4GB\uff09\uff0c\u653e\u5165models\/ControlNet\u76ee\u5f55\u3002<\/li>\n<li><strong>\u51c6\u5907\u6761\u4ef6\u56fe<\/strong>\uff1a\u4e0a\u4f20\u4e00\u5f20\u53c2\u8003\u56fe\u7247\u6216\u5728\u201cControlNet\u201d\u9762\u677f\u70b9\u51fb\u201c\u542f\u7528\u201d\uff0c\u9009\u62e9\u9884\u5904\u7406\u7c7b\u578b\uff08\u5982OpenPose\uff09\u3002<\/li>\n<li><strong>\u8c03\u6574\u53c2\u6570<\/strong>\uff1a\u5efa\u8bae\u5c06Control Weight\u8bbe\u4e3a0.8~1.2\uff0cStarting Control Step\u8bbe\u4e3a0.0~0.8\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u5e73\u8861\u3002<\/li>\n<li><strong>\u751f\u6210\u5e76\u5fae\u8c03<\/strong>\uff1a\u70b9\u51fb\u751f\u6210\uff0c\u5bf9\u6bd4\u7ed3\u679c\uff1b\u82e5\u8fc7\u5ea6\u62df\u5408\uff0c\u964d\u4f4e\u6743\u91cd\u6216\u51cf\u5c11\u7ed3\u675f\u6b65\u6570\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u521d\u5b66\u8005\uff0c\u4e0d\u59a8\u5148\u4ece\u201cCanny\u8fb9\u7f18\u63a7\u5236\u201d\u5f00\u59cb\uff0c\u5b83\u6700\u5bb9\u6613\u7406\u89e3\u4e14\u6548\u679c\u60ca\u8273\u3002<\/p>\n<h2>\u56db\u3001\u672a\u6765\u5c55\u671b\uff1aControlNet\u5c06\u91cd\u65b0\u5b9a\u4e49\u521b\u610f\u5de5\u4f5c\u6d41<\/h2>\n<p>\u968f\u7740Stable Diffusion\u751f\u6001\u7684\u6210\u719f\uff0cControlNet\u5df2\u7ecf\u50ac\u751f\u4e86\u8bf8\u5982Tile\uff08\u5206\u5757\u653e\u5927\uff09\u3001IP-Adapter\uff08\u56fe\u50cf\u9002\u914d\uff09\u7b49\u884d\u751f\u6280\u672f\u3002\u4e13\u5bb6\u9884\u6d4b\uff0c<strong>\u7cbe\u786e\u63a7\u5236\u5c06\u6210\u4e3aAI\u7ed8\u753b\u7684\u6807\u914d\u80fd\u529b<\/strong>\uff0c\u800cControlNet\u6b63\u662f\u8fd9\u4e00\u8d8b\u52bf\u7684\u5f00\u521b\u8005\u3002\u65e0\u8bba\u4f60\u662f\u60f3\u63d0\u5347\u6548\u7387\uff0c\u8fd8\u662f\u63a2\u7d22\u827a\u672f\u8fb9\u754c\uff0c\u638c\u63e1\u5b83\u90fd\u80fd\u8ba9\u4f60\u5728AIGC\u6d6a\u6f6e\u4e2d\u5360\u636e\u5148\u673a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728AI\u7ed8\u753b\u9886\u57df\uff0cStable Diffusion ControlNet\u7684\u51fa\u73b0\u5f7b\u5e95\u6539\u53d8\u4e86\u751f\u6210\u5f0f\u827a\u672f\u7684\u89c4\u5219\u3002\u5b83\u5141\u8bb8 [&hellip;]<\/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":[12288,12287,6221,6220,10194],"class_list":["post-9878","post","type-post","status-publish","format-standard","hentry","category-4","tag-aigc","tag-ai","tag-controlnet","tag-stable-diffusion","tag-10194"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/9878","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=9878"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/9878\/revisions"}],"predecessor-version":[{"id":9879,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/9878\/revisions\/9879"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9878"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9878"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}