{"id":7452,"date":"2025-07-09T16:32:25","date_gmt":"2025-07-09T08:32:25","guid":{"rendered":"https:\/\/aicats.wiki\/?p=7452"},"modified":"2025-07-09T16:32:25","modified_gmt":"2025-07-09T08:32:25","slug":"controlnet%e6%98%af%e4%bb%80%e9%ba%bc%ef%bc%9f%e4%b8%80%e6%96%87%e5%b8%b6%e4%bd%a0%e4%ba%86%e8%a7%a3%e6%9c%80%e7%86%b1%e9%96%80%e7%9a%84ai%e5%bd%b1%e5%83%8f%e6%8e%a7%e5%88%b6%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/07\/09\/7452-html","title":{"rendered":"controlnet\u662f\u4ec0\u9ebc\uff1f\u4e00\u6587\u5e36\u4f60\u4e86\u89e3\u6700\u71b1\u9580\u7684AI\u5f71\u50cf\u63a7\u5236\u5de5\u5177\u539f\u7406\u8207\u5be6\u7528\u6280\u5de7"},"content":{"rendered":"<p><strong>Controlnet\u662f\u8fd1\u5e74\u4f86<a href=\"https:\/\/aicats.wiki\/tw\/tag\/ai%e7%94%9f%e5%9c%96\" title=\"AI\u751f\u5716\">AI\u756b\u5716<\/a>\u9818\u57df\u98a8\u982d\u6700\u52c1\u7684\u5f71\u50cf\u53ef\u63a7\u751f\u6210\u6280\u8853\uff0c\u5927\u5927\u64f4\u5c55\u4e86\u4f7f\u7528\u8005\u5c0d\u756b\u9762\u7d50\u69cb\u3001\u98a8\u683c\u7684\u7cbe\u6e96\u628a\u63a7\u80fd\u529b\u3002<\/strong>\u5b83\u57fa\u65bcStable Diffusion\u6df1\u5ea6\u67b6\u69cb\uff0c\u900f\u904e\u908a\u7de3\u3001\u9aa8\u9abc\u3001\u5206\u5272\u3001\u6cd5\u7dda\u7b49\u591a\u7a2e\u201c\u689d\u4ef6\u5716\u201d\uff0c\u5927\u5e45\u63d0\u5347<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/ai\" title=\"\u67e5\u770b\u8207 AI \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">AI<\/a>\u51fa\u5716\u6e96\u78ba\u7387\u8207\u4e92\u52d5\u9ad4\u9a57\u3002\u672c\u6587\u7cfb\u7d71\u89e3\u6790<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/controlnet\" title=\"\u67e5\u770b\u8207 controlnet \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">controlnet<\/a>\u539f\u7406\u3001\u4e3b\u6d41\u6a21\u578b\u3001\u751f\u614b\u5de5\u5177\u8207\u5be6\u6230\u6559\u7a0b\uff0c<strong>\u52a9\u8bbe\u8ba1\u5e08\u3001\u4e1a\u4f59<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/%e5%89%b5%e4%bd%9c%e8%80%85-2\" title=\"\u67e5\u770b\u8207 \u521b\u4f5c\u8005 \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">\u5275\u4f5c\u8005<\/a>\u9ad8\u6548\u638c\u63a7AI\u7ed8\u753b\u6d41\u7a0b\uff0c\u6253\u9020\u66f4\u9ad8\u8d28\u91cf\u548c\u4e2a\u6027\u5316\u4f5c\u54c1\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752026106.png\" alt=\"controlnet\u662f\u4ec0\u9ebc\uff1f\u4e00\u6587\u5e36\u4f60\u4e86\u89e3\u6700\u71b1\u9580\u7684AI\u5f71\u50cf\u63a7\u5236\u5de5\u5177\u539f\u7406\u8207\u5be6\u7528\u6280\u5de7\" class=\"wp-image-51824\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">controlnet \u7684\u57fa\u672c\u539f\u7406\u8207\u67b6\u69cb\u9032\u968e<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ec0\u9ebc\u662fcontrolnet\uff1f AI \u7e6a\u5716\u63a7\u5236\u7684\u9769\u547d\u6027\u65b9\u6848<\/h3>\n\n\n\n<p><strong>controlnet<\/strong> \u662f\u7528\u65bc\u300c\u53ef\u63a7\u5f71\u50cf\u751f\u6210\u300d\u7684AI\u6a21\u578b\uff0c\u5d4c\u5165\u65bcStable Diffusion\u9ad4\u7cfb\uff0c<strong>\u8b93\u4f7f\u7528\u8005\u6191\u76f4\u89ba\u689d\u4ef6\u5716\uff08\u5982\u908a\u7de3\u3001\u9aa8\u67b6\u3001\u5206\u584a\u7b49\uff09\u76f4\u63a5\u4ecb\u5165AI\u51fa\u5716\u7d50\u69cb\u8207\u98a8\u683c<\/strong>\uff0c\u6975\u5927\u589e\u5f37AI\u756b\u5716\u7684\u6e96\u78ba\u6027\u8207\u5be6\u7528\u6027\u3002\u76f8\u8f03\u65bc\u50b3\u7d71\u4f9d\u8cf4\u6587\u5b57prompt\u7684AI\u7e6a\u756b\uff0ccontrolnet\u6191\u591a\u901a\u9053\u8f38\u5165\uff0c\u5be6\u73fe\u4e86\u300c\u7167\u846b\u8606\u756b\u74e2\u300d\u4e43\u81f3\u7cbe\u7d30\u90e8\u4f4d\u91cd\u65b0\u6e32\u67d3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1764\" height=\"899\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-115.png\" alt=\"controlnet \u66f4\u65b0\" class=\"wp-image-7574\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/stability.ai\/news\/sd3-5-large-controlnets\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >controlnet <\/a>\u66f4\u65b0<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">controlnet \u70ba\u4ec0\u9ebc\u80fd\u6539\u8b8aAI \u7e6a\u756b\u9ad4\u9a57\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53ef\u63a7\u6027\u6975\u5f37\uff1a<\/strong>\u624b\u7e6a\u908a\u7dda\u3001\u9aa8\u67b6\u3001\u5206\u5272\u5716\uff0c\u7cbe\u6e96\u638c\u63e1AI\u756b\u9762\u69cb\u5716\u8207\u52d5\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u5168\u5834\u666f\u9069\u914d\uff1a<\/strong>\u7dda\u7a3f\u3001OpenPose\u3001\u8a9e\u610f\u5206\u5272\u3001\u6df1\u5ea6\u5716\u7b49\u591a\u6a21\u614b\u901a\u7528\uff0c\u8de8\u5a92\u9ad4\u5275\u4f5c\u81ea\u5982\u3002<\/li>\n\n\n\n<li><strong>AI\u7de8\u8f2f\u9032\u5316\uff1a<\/strong>\u5be6\u73fe\u5c40\u90e8\u4fee\u88dc\u3001\u4eba\u7269\u8abf\u6574\u3001\u63db\u666f\u690d\u5165\u3001\u98a8\u683c\u9077\u79fb\uff0c\u8ce6\u4e88AI\u624b\u5de5\u7d1a\u64cd\u4f5c\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">controlnet \u5de5\u4f5c\u6d41\u7a0b\u89e3\u69cb<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6b65\u9a5f<\/th><th>\u8aaa\u660e<\/th><\/tr><tr><td>1. \u9810\u8655\u7406<\/td><td>\u81ea\u52d5\u7522\u751f\u300c\u63a7\u5236\u689d\u4ef6\u300d\u5982Canny\u908a\u7de3\u6216OpenPose\u59ff\u614b<\/td><\/tr><tr><td>2. \u7de8\u78bc<\/td><td>controlnet\u5c07\u63a7\u5236\u8a0a\u606f\u7de8\u78bc\u6df7\u5165\u4e3b\u6a21\u578b<\/td><\/tr><tr><td>3. \u53bb\u96dc\u8a0a\u8fed\u4ee3<\/td><td>\u4e3b\u6a21\u578b\u8207controlnet\u806f\u5408\u512a\u5316\uff0c\u7cbe\u6e96\u9084\u539f\u7d50\u69cb<\/td><\/tr><tr><td>4. \u591a\u7a2e\u878d\u5408<\/td><td>\u53ef\u591a\u901a\u9053\u7d44\u5408\uff0c\u8907\u96dc\u584a\u9ad4\/\u98a8\u683c\/\u90e8\u4f4d\u540c\u6b65\u63a7\u5236<\/td><\/tr><tr><td>5. \u8f38\u51fa<\/td><td>\u8f38\u51fa\u7d50\u679c\u81ea\u52d5\u7b26\u5408\u689d\u4ef6\u5716\u7d50\u69cb\u8207\u8981\u6c42<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">controlnet \u4e3b\u8981\u6a21\u578b\u7a2e\u985e\u8207\u751f\u614b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b98\u65b9\u53ca\u793e\u7fa4\u4e3b\u6d41\u63a7\u5236\u6a21\u5f0f\u6e05\u55ae<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u63a7\u5236\u6a21\u578b<\/th><th>\u7c21\u7a31\/\u6587\u4ef6<\/th><th>\u5178\u578b\u5834\u666f<\/th><th>\u63cf\u8ff0<\/th><\/tr><tr><td>canny<\/td><td>control_v11p_sd15_canny<\/td><td>\u7522\u54c1\/\u5efa\u7bc9\u7dda\u7a3f<\/td><td>\u908a\u7de3\u5075\u6e2c\uff0c\u9ad8\u9084\u539f\u5f62\u614b<\/td><\/tr><tr><td>inpaint<\/td><td>control_v11p_sd15_inpaint<\/td><td>\u5c40\u90e8\u4fee\u88dc\u91cd\u7e6a<\/td><td>\u5340\u57df\u4fee\u6539\uff0c\u4fdd\u4e3b\u9ad4\u4e0d\u8b8a<\/td><\/tr><tr><td>lineart<\/td><td>control_v11p_sd15_lineart<\/td><td>\u89d2\u8272\/\u5de5\u696d\u7e6a\u7a3f<\/td><td>\u7dda\u7a3f\u7d30\u7bc0\u7a69\u5b9a\u8f38\u51fa<\/td><\/tr><tr><td>mlsd<\/td><td>control_v11p_sd15_mlsd<\/td><td>\u5ba4\u5167\u5916\u7d50\u69cb\u5716<\/td><td>\u76f4\u7dda\u5efa\u6a21\uff0c\u5de5\u696d\u8207\u5efa\u7bc9\u7e6a\u756b<\/td><\/tr><tr><td>openpose<\/td><td>control_v11p_sd15_openpose<\/td><td>\u52d5\u4f5c\u5206\u93e1\/\u52d5\u614b<\/td><td>\u9aa8\u67b6\u9084\u539f\u4eba\u7269\u52d5\u4f5c<\/td><\/tr><tr><td>scribble<\/td><td>control_v11p_sd15_scribble<\/td><td>\u5857\u9d09\u8f49\u6b63\u5f0f\u756b<\/td><td>\u4e82\u5857\u7dda\u7a3f\u9ad8\u6548\u751f\u6210\u6210\u54c1<\/td><\/tr><tr><td>normalbae<\/td><td>control_v11p_sd15_normalbae<\/td><td>3D\u6e32\u67d3<\/td><td>\u5c08\u696d\u7d1a\u6cd5\u7dda\u3001\u5149\u7dda\u7ba1\u7406<\/td><\/tr><tr><td>seg(segmentation)<\/td><td>control_v11p_sd15_seg<\/td><td>\u5206\u5272\u63db\u8272\/\u758a\u52a0<\/td><td>\u8272\u584a\u7cbe\u6e96\u5340\u57df\u63a7\u5236<\/td><\/tr><tr><td>softedge<\/td><td>control_v11p_sd15_softedge<\/td><td>\u98a8\u666f\/\u8096\u50cf<\/td><td>\u67d4\u548c\u908a\u7de3\uff0c\u7d30\u81a9\u8868\u73fe<\/td><\/tr><tr><td>tile<\/td><td>control_v11f1e_sd15_tile<\/td><td>\u5927\u5716\u4fee\u5fa9<\/td><td>\u5207\u584a\u512a\u5316\u7d30\u7bc0\u5c64\u6b21<\/td><\/tr><tr><td>depth<\/td><td>control_v11f1p_sd15_depth<\/td><td>\u7a7a\u9593\/\u6473\u5716<\/td><td>\u6df1\u5ea6\u63a7\u5236\u7a7a\u9593\u611f\/\u63db\u666f<\/td><\/tr><tr><td>anime lineart<\/td><td>control_v11p_sd15s2_lineart_anime<\/td><td>\u4e8c\u6b21\u5143\u4e0a\u8272<\/td><td>\u5c08\u70ba\u52d5\u6f2b\u512a\u5316\uff0c\u591a\u98a8\u683c\u9069\u914d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752026168.png\" alt=\"controlnet \u4e3b\u6d41\u6a21\u578b\u4e00\u89bd\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/lllyasviel\/ControlNet\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >controlnet \u4e3b\u6d41\u6a21\u578b\u4e00\u89bd<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>SDXL \u53ca\u7b2c\u4e09\u65b9\u63a7\u5236net\u7a2e\u985e\u65e5\u76ca\u8c50\u5bcc\uff0c\u9ad8\u968e\u751f\u614b\u6d3b\u8e8d\uff0c\u53c3\u8003Huggingface, CivitAI \u7b49\u6a21\u578b\u5eab\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">controlnet \u5728\u4e3b\u6d41\u751f\u614b\u4e2d\u7684\u9ad8\u5ea6\u96c6\u6210<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76f8\u5bb9\u65bcStable Diffusion WebUI\u3001ComfyUI\u3001\u79cb\u8449\u6574\u5408\u5305\u7b49\uff0c\u7121\u9700\u7a0b\u5f0f\u78bc\u5373\u53ef\u7cbe\u7d30\u4f5c\u756b\u3002<\/li>\n\n\n\n<li>\u591a\u6578\u751f\u614b\u5167\u5efa\u591a\u63a7\u5236\u6a21\u578b\u63d2\u4ef6\uff0c\u65b0\u624b10\u5206\u9418\u53ef\u4e0a\u624b\uff0c\u5c08\u696d\u9700\u6c42\u5168\u5834\u666f\u8986\u84cb\u3002<\/li>\n\n\n\n<li><strong>SD1.5\/SD2.0\u5b98\u65b9\u7dad\u8b77\uff0cSDXL\u793e\u7fa4\u6df1\u5ea6\u767c\u5c55\uff0c\u7d44\u5408\u73a9\u6cd5\u9748\u6d3b\u591a\u8b8a\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752026170.png\" alt=\"controlnet \u6a21\u578b\u751f\u614b\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/civitai.com\/models\/9251\/controlnet\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >controlnet \u6a21\u578b\u751f\u614b<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">controlnet \u7684\u5be6\u6230\u6280\u5de7\uff06\u9ad8\u968e\u7528\u6cd5<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u55ae\u4e00controlnet \u6a21\u578b\u7684\u5be6\u7528\u5834\u666f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u89d2\u8272\u4e09\u8996\u5716\uff1a<\/strong> openpose\u9aa8\u67b6\u5716\u914d\u4e09\u8996\u6548\u679c\uff0c\u81ea\u52d5\u7522\u751f\u98a8\u683c\u7d71\u4e00\u7684\u89d2\u8272\u4e09\u8996\u5716\u3002<\/li>\n\n\n\n<li><strong>\u7cbe\u6e96\u5149\u6e90\/\u8cea\u611f\uff1a<\/strong> depth\u8207normalbae\u806f\u52d5\uff0c\u6307\u5b9a\u5149\u5411\u8207\u6750\u8cea\u6e32\u67d3\u3002<\/li>\n\n\n\n<li><strong>\u5340\u57df\u63db\u8272\/\u589e\u7269\uff1a<\/strong> segmentation\u6a21\u578b\u5206\u5272\uff0c\u5206\u5340\u6293\u53d6\u6216\u63db\u8272\uff08\u5982\u85cd\u8272\u5340\u57df\u52a0\u8239\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4e82\u756b\u751f\u6210\u6b63\u5f0fAI\u756b\uff1a<\/strong> scribble\u6a21\u5f0f\u4e0b\u96a8\u610f\u7dda\u7a3f\u8fc5\u901f\u8b8a\u6210\u7cbe\u7dfb\u6210\u54c1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u591acontrolnet \u7d44\u5408\u7684\u9ad8\u968e\u6280\u5de7<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u7528\u6cd5\u985e\u578b<\/th><th>\u7d44\u5408\u6a21\u578b<\/th><th>\u64cd\u4f5c\u8981\u9ede<\/th><\/tr><tr><td>\u624b\u8173\u7cbe\u6e96<\/td><td>openpose+depth+canny<\/td><td>openpose\u63a7\u7d50\u69cb\uff0cdepth\u63a7\u7a7a\u9593<\/td><\/tr><tr><td>\u591a\u89d2\u8272\u5206\u584a<\/td><td>segmentation+openpose<\/td><td>\u5206\u584a\u5b9a\u5340\uff0c\u9aa8\u67b6\u63a7\u52d5\u4f5c<\/td><\/tr><tr><td>\u4e3b\u9ad4\u80cc\u666f\u5206\u96e2<\/td><td>openpose+depth\u6216tile<\/td><td>\u524d\u666f\u9aa8\u67b6\u914d\u80cc\u666f\u6df1\u5ea6<\/td><\/tr><tr><td>\u98a8\u683c\u9077\u79fb\u5206\u584a\u4e0a\u8272<\/td><td>canny+T2I-Adapter<\/td><td>canny\u5b9a\u7d30\u7bc0\uff0cAdapter\u5b9a\u98a8\u683c<\/td><\/tr><tr><td>\u5c40\u90e8\u91cd\u7e6a\u8907\u5408<\/td><td>seg+inpaint<\/td><td>\u5206\u5272\u5f8c\u5c40\u90e8\u91cd\u6539\u5feb\u901f\u5207\u63db<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. Controlnet \u63d2\u4ef6\u8207\u5de5\u5177\u5927\u5168<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u5de5\u5177\/\u63d2\u4ef6<\/th><th>\u7528\u9014\u8aaa\u660e<\/th><th>\u7372\u53d6\u65b9\u5f0f<\/th><\/tr><tr><td>Stable Diffusion WebUI<\/td><td>\u4e3b\u6d41\u53ef\u8996\u5316AI\u7e6a\u5716\u5e73\u53f0\uff0c\u5167\u5efacontrolnet<\/td><td><a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u9805\u76ee\u5730\u5740<\/a><\/td><\/tr><tr><td>ComfyUI<\/td><td>\u7bc0\u9ede\u5f0fAI\u7e6a\u5716\uff0c\u53c3\u6578\u81ea\u8a02\u6975\u5f37<\/td><td><a href=\"https:\/\/github.com\/comfyanonymous\/ComfyUI\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5c08\u6848\u9996\u9801<\/a><\/td><\/tr><tr><td>\u79cb\u8449AI\u7e6a\u756b\u5957\u4ef6<\/td><td>\u96f6\u9580\u6abbAI\u7e6a\u756b\u50bb\u74dc\u5305<\/td><td><a href=\"https:\/\/www.iuai.art\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u79cb\u8449AI<\/a><\/td><\/tr><tr><td>Controlnet Extensions<\/td><td>\u5404\u985e\u5b50\u63d2\u4ef6\u5982reference\u3001edit\u3001lora\u9023\u52d5\u7b49<\/td><td><a href=\"https:\/\/github.com\/Mikubill\/sd-webui-controlnet\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u63d2\u4ef6\u5eab<\/a><\/td><\/tr><tr><td>Canny\/Segment\/Refer.<\/td><td>\u5f71\u50cf\u9810\u8655\u7406\u8207\u591a\u6a21\u614b\u652f\u6301<\/td><td>\u4e3b\u6d41WebUI\u5167\u5efa<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752026183.png\" alt=\"controlnet \u591a\u6a21\u578b\u7d44\u5408\u7528\u6cd5\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fcontrolnet \u591a\u6a21\u578b\u7d44\u5408\u7528\u6cd5<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u7528controlnet \u7684\u5e38\u898b\u554f\u984c\u8207\u5be6\u7528\u5efa\u8b70<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">Q1: controlnet \u652f\u63f4\u54ea\u4e9bStable Diffusion\u7248\u672c\uff1f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u63a8SD1.5\/SD2.0\uff0c\u793e\u5340\u5df2\u652f\u63f4SDXL 1.0\/1.5\u53ca\u5f8c\u7e8cSD3\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Q2: controlnet\u5982\u4f55\u63d0\u5347\u51fa\u5716\u6e96\u78ba\u7387\uff1f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9700\u6587\u5b57prompt\u3001LoRA\u7cbe\u8abf\u3001controlnet\u689d\u4ef6\u5716\u4e09\u6b65\u9a5f\u9023\u52d5\uff0c\u591a\u6b21\u5fae\u8abf\u6b0a\u91cd\uff0c\u7cbe\u6e96\u9084\u539f\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Q3: controlnet\u591a\u901a\u9053\u555f\u52d5\u6642\u6ce8\u610f\u4ec0\u9ebc\uff1f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u6a21\u578b\u5354\u540c\u6613\u4e92\u76f8\u5e72\u64fe\uff0c\u5efa\u8b70\u5148\u55ae\u6a21\u578b\u8abf\u512a\uff0c\u7d44\u5408\u53ea\u505a\u7d30\u5fae\u88dc\u5dee\uff0c\u914d\u5408\u5c40\u90e8\u91cd\u7e6a\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Q4: controlnet\u5c0d\u786c\u9ad4\u6709\u8981\u6c42\u55ce\uff1f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81f3\u5c11\u63a8\u85a616GB\u986f\u5b58(RTX3060\u4ee5\u4e0a)\uff0c\u90e8\u5206\u96f2\u7aef\u5e73\u53f0\u6216\u7db2\u9801\u4e5f\u53ef\u4f4e\u9580\u6abb\u9ad4\u9a57\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752026191.png\" alt=\"Stable Diffusion WebUI \u63d2\u4ef6\u4ecb\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Stable Diffusion WebUI \u63d2\u4ef6\u4ecb\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">controlnet\u61c9\u7528\u7a0b\u5f0f\u5834\u666f\u4e00\u89bd<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u884c\u696d\/\u5834\u666f<\/th><th>\u4e3b\u8981\u61c9\u7528<\/th><th>controlnet\u652f\u63f4\u6a21\u578b<\/th><\/tr><tr><td>\u96fb\u5546\u8a2d\u8a08<\/td><td>\u7522\u54c1\u63db\u8272\u3001\u667a\u6167\u6473\u5716\u3001\u6279\u91cf\u51fa\u5716<\/td><td>canny, seg, depth<\/td><\/tr><tr><td>\u5ee3\u544a\/\u5e73\u9762<\/td><td>\u89d2\u8272\u7d44\u5408\u3001novel pose<\/td><td>openpose, scribble<\/td><\/tr><tr><td>\u52d5\u6f2b\/\u904a\u6232\u7f8e\u8853<\/td><td>\u4e09\u8996\u5716\u751f\u6210\u3001\u5927\u6279\u91cf\u52d5\u4f5c\u98a8\u683c\u5316<\/td><td>openpose, anime lineart<\/td><\/tr><tr><td>\u5efa\u7bc9\/\u5ba4\u5167\u65b9\u6848<\/td><td>\u7d50\u69cb\u5716\u5fa9\u523b\u3001\u98a8\u683c\u8f49\u63db<\/td><td>mlsd, tile, canny+T2I<\/td><\/tr><tr><td>\u91ab\u5b78\u5f71\u50cf<\/td><td>\u5206\u5272\u9ad8\u4eae\u3001\u5340\u57df\u8f14\u52a9\u8a3a\u65b7<\/td><td>seg, depth<\/td><\/tr><tr><td>\u6559\u80b2\/\u79d1\u666e<\/td><td>\u5f69\u5716\u793a\u7bc4\u3001\u4e92\u52d5\u6f14\u793a<\/td><td>seg, normal, inpaint<\/td><\/tr><tr><td>\u667a\u6167\u5f8c\u671f<\/td><td>\u4e00\u9375\u63db\u666f\u3001\u7cbe\u4fee\u5e74\u4ee3\u611f<\/td><td>depth, inpaint, reference<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>2024\u5e74\u4ee5\u4f86\uff0ccontrolnet\u53ca\u5176\u751f\u614b\u6b63\u5e2d\u6372AI\u7e6a\u756b\u7522\u696d\uff0c\u5f9e\u5c08\u696d\u8a2d\u8a08\u3001\u63d2\u756b\u5230\u666e\u901a\u611b\u597d\u8005\uff0ccontrolnet\u8b93AI\u51fa\u5716\u50cf\u73a9\u7d20\u63cf\u677f\u4e00\u6a23\u96a8\u5fc3\u6240\u6b32\u3002\u7528\u597dcontrolnet\uff0c\u4f60\u7684\u5275\u65b0\u6548\u7387\u548c\u4f5c\u54c1\u54c1\u8cea\u5c07\u9081\u4e0a\u65b0\u53f0\u968e\u3002\u5c55\u671b\u672a\u4f86\uff0cAI\u5716\u50cf\u5275\u4f5c\u5de5\u5177\u5fc5\u5c07\u8ce6\u4e88\u4eba\u985e\u66f4\u591a\u5275\u9020\u529b\u3002<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Controlnet\u662f\u8fd1\u5e74\u6765AI\u753b\u56fe\u9886\u57df\u98ce\u5934\u6700\u52b2\u7684\u56fe\u50cf\u53ef\u63a7\u751f\u6210\u6280\u672f\uff0c\u6781\u5927\u6269\u5c55\u4e86\u7528\u6237\u5bf9\u753b\u9762\u7ed3\u6784\u3001\u98ce\u683c\u7684\u7cbe\u51c6\u628a\u63a7\u80fd [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[311],"tags":[247,340,249,273,531],"content_visibility":[262],"class_list":{"0":"post-7452","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-ai-news-trends","7":"tag-ai","11":"tag-controlnet"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/7452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=7452"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/7452\/revisions"}],"predecessor-version":[{"id":7575,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/7452\/revisions\/7575"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=7452"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/categories?post=7452"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/tags?post=7452"},{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=7452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}