{"id":4535,"date":"2026-04-23T11:13:10","date_gmt":"2026-04-23T02:13:10","guid":{"rendered":"https:\/\/persc.jp\/blog\/comfyui-controlnet-canny-2\/"},"modified":"2026-04-23T15:29:25","modified_gmt":"2026-04-23T06:29:25","slug":"comfyui-controlnet-canny-2","status":"publish","type":"post","link":"https:\/\/persc.jp\/blog\/comfyui-controlnet-canny-2\/","title":{"rendered":"ComfyUI ControlNet Canny\u306e\u4f7f\u3044\u65b9\uff5c\u7dda\u753b\u304b\u3089\u5b9f\u52d9\u30d1\u30fc\u30b9\u751f\u6210"},"content":{"rendered":"<p>\u5efa\u7bc9\u56f3\u9762\u3084CAD\uff08\u8a2d\u8a08\u56f3\u9762\u3092\u4f5c\u6210\u3059\u308b\u8a2d\u8a08\u30bd\u30d5\u30c8\uff09\u306e\u51fa\u529b\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u306a\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8\u3092\u81ea\u52d5\u3067\u751f\u6210\u3067\u304d\u305f\u3089\u4fbf\u5229\u3060\u3068\u601d\u3044\u307e\u305b\u3093\u304b\u3002ComfyUI\uff08\u30ce\u30fc\u30c9\u3092\u3064\u306a\u3044\u3067\u753b\u50cf\u751f\u6210AI\u3092\u52d5\u304b\u3059\u30c4\u30fc\u30eb\uff09\u306eControlNet\uff08\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30cd\u30c3\u30c8\uff09Canny\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u753b\u50cf\u306e\u8f2a\u90ed\u7dda\u3092\u6b63\u78ba\u306b\u62bd\u51fa\u3057\u3066\u3001\u305d\u306e\u69cb\u9020\u3092\u4fdd\u3063\u305f\u307e\u307e\u65b0\u3057\u3044\u753b\u50cf\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Canny\uff08\u30a8\u30c3\u30b8\u691c\u51fa\uff09\u306f\u3001ControlNet\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\uff08\u524d\u51e6\u7406\u30e2\u30b8\u30e5\u30fc\u30eb\uff09\u306e\u306a\u304b\u3067\u3082\u7dda\u753b\u3084\u56f3\u9762\u3068\u306e\u76f8\u6027\u304c\u3068\u304f\u306b\u512a\u308c\u305f\u624b\u6cd5\u3067\u3059\u3002\u5efa\u7bc9\u30d1\u30fc\u30b9\u306e\u4f5c\u6210\u3084\u30c7\u30b6\u30a4\u30f3\u306e\u691c\u8a0e\u6bb5\u968e\u3067\u3001\u5927\u304d\u306a\u6642\u9593\u77ed\u7e2e\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001ComfyUI\u3067Canny\u30a8\u30c3\u30b8\u691c\u51fa\u3092\u4f7f\u3063\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u624b\u9806\u304b\u3089\u3001\u95be\u5024\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u65b9\u6cd5\u3001\u5efa\u7bc9\u56f3\u9762\u3078\u306e\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u6cd5\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>Canny\u30a8\u30c3\u30b8\u691c\u51fa\u3068\u306f<\/h2>\n<p>Canny\u30a8\u30c3\u30b8\u306fControlNet\u3067\u4f7f\u308f\u308c\u308b\u4ee3\u8868\u7684\u306a\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3001\u5efa\u7bc9\u5206\u91ce\u3068\u306e\u76f8\u6027\u306e\u3088\u3055\u304c\u7279\u9577\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u8f2a\u90ed\u7dda\u62bd\u51fa\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u5efa\u7bc9\u56f3\u9762\u30fbCAD\u3068\u76f8\u6027\u304c\u3088\u3044\u7406\u7531\u307e\u3067\u3092\u9806\u306b\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3>\u753b\u50cf\u306e\u8f2a\u90ed\u7dda\u3092\u767d\u9ed2\u30de\u30c3\u30d7\u3068\u3057\u3066\u62bd\u51fa\u3059\u308b\u4ed5\u7d44\u307f<\/h3>\n<p>Canny\u30a8\u30c3\u30b8\u691c\u51fa\u306f\u3001\u753b\u50cf\u306e\u306a\u304b\u3067\u660e\u308b\u3055\u304c\u6025\u6fc0\u306b\u5909\u308f\u308b\u90e8\u5206\u3092\u898b\u3064\u3051\u51fa\u3057\u3001\u8f2a\u90ed\u7dda\u3068\u3057\u3066\u62bd\u51fa\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u30021986\u5e74\u306bJohn Canny\u304c\u63d0\u5531\u3057\u305f\u624b\u6cd5\u3067\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u5efa\u7bc9\u3067\u8a00\u3048\u3070\u3001\u30ab\u30e9\u30fc\u306e\u5b8c\u6210\u30d1\u30fc\u30b9\u304b\u3089\u9aa8\u7d44\u307f\u3060\u3051\u3092\u629c\u304d\u51fa\u3057\u3066\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u30da\u30fc\u30d1\u30fc\u306b\u5199\u3057\u53d6\u308b\u4f5c\u696d\u306b\u8fd1\u3044\u51e6\u7406\u3067\u3059\u3002<\/p>\n<p>\u51e6\u7406\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>\u30ce\u30a4\u30ba\u9664\u53bb<\/strong>: \u30ac\u30a6\u30b7\u30a2\u30f3\u30d5\u30a3\u30eb\u30bf\u3067\u753b\u50cf\u306e\u30ce\u30a4\u30ba\u3092\u4f4e\u6e1b\u3059\u308b<\/li>\n<li><strong>\u52fe\u914d\u8a08\u7b97<\/strong>: \u30d4\u30af\u30bb\u30eb\u9593\u306e\u660e\u308b\u3055\u306e\u5909\u5316\u91cf\u3068\u65b9\u5411\u3092\u8a08\u7b97\u3059\u308b<\/li>\n<li><strong>\u975e\u6975\u5927\u5024\u6291\u5236<\/strong>: \u30a8\u30c3\u30b8\u306e\u592a\u3055\u30921\u30d4\u30af\u30bb\u30eb\u306b\u7d30\u304f\u3059\u308b<\/li>\n<li><strong>\u30d2\u30b9\u30c6\u30ea\u30b7\u30b9\u95be\u5024\u51e6\u7406<\/strong>: 2\u3064\u306e\u95be\u5024\u3067\u5f37\u3044\u30a8\u30c3\u30b8\u3068\u5f31\u3044\u30a8\u30c3\u30b8\u3092\u5224\u5b9a\u3059\u308b<\/li>\n<\/ol>\n<p>\u6700\u7d42\u7684\u306b\u51fa\u529b\u3055\u308c\u308b\u306e\u306f\u3001\u9ed2\u3044\u80cc\u666f\u306b\u767d\u3044\u7dda\u3067\u8f2a\u90ed\u304c\u63cf\u304b\u308c\u305f\u30de\u30c3\u30d7\u3067\u3059\u3002ControlNet\u306f\u3053\u306e\u30de\u30c3\u30d7\u3092\u300c\u69cb\u9020\u306e\u8a2d\u8a08\u56f3\u300d\u3068\u3057\u3066\u8aad\u307f\u53d6\u308a\u3001\u7dda\u306e\u4f4d\u7f6e\u95a2\u4fc2\u3092\u7dad\u6301\u3057\u305f\u307e\u307e\u753b\u50cf\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u300c\u9aa8\u683c\u306f\u5909\u3048\u305a\u306b\u7d20\u6750\u3068\u5149\u3060\u3051\u5909\u3048\u308b\u300d\u5dee\u5206\u7de8\u96c6\u304c1\u767a\u3067\u5b9f\u884c\u3067\u304d\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>Canny\u304c\u5efa\u7bc9\u56f3\u9762\u30fbCAD\u3068\u76f8\u6027\u304c\u826f\u3044\u7406\u7531<\/h3>\n<p>ControlNet\u306b\u306fDepth\uff08\u6df1\u5ea6\u30de\u30c3\u30d7\uff09\u3001Scribble\u3001OpenPose\u306a\u3069\u8907\u6570\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u306a\u304b\u3067Canny\u304c\u5efa\u7bc9\u5206\u91ce\u306b\u6700\u3082\u9069\u3057\u3066\u3044\u308b\u306e\u306f\u306a\u305c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u5efa\u7bc9\u56f3\u9762\u3084CAD\u51fa\u529b\u306f\u3001\u3082\u3068\u3082\u3068\u306f\u3063\u304d\u308a\u3057\u305f\u7dda\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002Canny\u306f\u8f2a\u90ed\u7dda\u306e\u62bd\u51fa\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u56f3\u9762\u306e\u7dda\u3092\u307b\u307c\u305d\u306e\u307e\u307e\u6d3b\u7528\u3067\u304d\u308b\u306e\u304c\u5f37\u307f\u3067\u3059\u3002\u58c1\u306e\u4f4d\u7f6e\u3001\u7a93\u306e\u914d\u7f6e\u3001\u67f1\u306e\u9593\u9694\u3068\u3044\u3063\u305f\u69cb\u9020\u60c5\u5831\u3092\u6b63\u78ba\u306b\u53cd\u6620\u3057\u305f\u753b\u50cf\u751f\u6210\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u52d9\u3067\u306f\u3001\u8a2d\u8a08\u521d\u671f\u6bb5\u968e\u306eCAD\u30c7\u30fc\u30bf\u304b\u3089\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u306a\u30d1\u30fc\u30b9\u3092\u7d20\u65e9\u304f\u4f5c\u308b\u5834\u9762\u3067\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u63d0\u6848\u8cc7\u6599\u3092\u77ed\u6642\u9593\u3067\u7528\u610f\u3057\u305f\u3044\u3068\u304d\u306b\u6271\u3044\u3084\u3059\u3044\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<h2>ComfyUI\u3067\u306eCanny\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u7bc9\u624b\u9806<\/h2>\n<p>ComfyUI\u3067Canny\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6e96\u5099\u30fb\u30ce\u30fc\u30c9\u63a5\u7d9a\u30fbFlux\u5bfe\u5fdc\u306e3\u3064\u3092\u62bc\u3055\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u6700\u521d\u306e\u30e2\u30c7\u30eb\u6e96\u5099\u304b\u3089\u9806\u3092\u8ffd\u3063\u3066\u3001\u69cb\u7bc9\u306e\u5168\u4f53\u50cf\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>\u5fc5\u8981\u306a\u30e2\u30c7\u30eb\u3068\u30ce\u30fc\u30c9\u306e\u6e96\u5099<\/h3>\n<p>ComfyUI\u3067Canny\u3092\u4f7f\u3046\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u30023D\u30bd\u30d5\u30c8\u3067\u30ec\u30f3\u30c0\u30e9\u30fc\u30d7\u30e9\u30b0\u30a4\u30f3\u3068\u7d20\u6750\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u63c3\u3048\u308b\u306e\u3068\u4f3c\u305f\u3001\u4e8b\u524d\u4ed5\u8fbc\u307f\u306e\u5de5\u7a0b\u3067\u3059\u3002<\/p>\n<p><strong>ControlNet\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong><\/p>\n<p>\u4f7f\u7528\u3059\u308b\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306b\u5408\u308f\u305b\u3066\u3001\u5bfe\u5fdc\u3059\u308bControlNet\u30e2\u30c7\u30eb\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>SD1.5\u5411\u3051<\/strong>: control_v11p_sd15_canny.pth<\/li>\n<li><strong>SDXL\uff08Stable Diffusion\u306e\u9ad8\u89e3\u50cf\u5ea6\u7248\uff09\u5411\u3051<\/strong>: control-lora-canny-rank256.safetensors\uff08VRAM\uff08GPU\u306e\u4f5c\u696d\u30e1\u30e2\u30ea\uff09\u6d88\u8cbb\u304c\u5c11\u306a\u3044\uff09<\/li>\n<li><strong>Flux\uff08\u9ad8\u54c1\u8cea\u306a\u65b0\u4e16\u4ee3\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\uff09\u5411\u3051<\/strong>: 3\u7cfb\u7d71\u3042\u308a\uff08\u6b21\u9805\u3067\u8a73\u8ff0\uff09<\/li>\n<\/ul>\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f <code>ComfyUI\/models\/controlnet\/<\/code> \u30d5\u30a9\u30eb\u30c0\u306b\u914d\u7f6e\u3057\u3066\u304f\u3060\u3055\u3044\u3002Flux\u7cfb\u306e\u516c\u5f0fLoRA\uff08\u8efd\u91cf\u306a\u8ffd\u52a0\u5b66\u7fd2\u30d5\u30a1\u30a4\u30eb\uff09\u65b9\u5f0f\u306f <code>ComfyUI\/models\/loras\/<\/code> \u306b\u914d\u7f6e\u3059\u308b\u70b9\u304c\u307b\u304b\u3068\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u306e\u5c0e\u5165<\/strong><\/p>\n<p>Canny Edge Preprocessor\u30ce\u30fc\u30c9\u3092\u4f7f\u3046\u306b\u306f\u3001comfyui_controlnet_aux\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5fc5\u8981\u3067\u3059\u3002ComfyUI Manager\u304b\u3089\u300ccomfyui_controlnet_aux\u300d\u3092\u691c\u7d22\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306e\u304c\u6700\u3082\u624b\u8efd\u306a\u65b9\u6cd5\u3067\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/github.com\/Fannovel16\/comfyui_controlnet_aux\">Fannovel16\/comfyui_controlnet_aux<\/a>\u30012026\u5e744\u6708\u73fe\u5728\uff09\u3002<\/p>\n<h3>Canny Edge Preprocessor \u2192 Apply ControlNet\u306e\u63a5\u7d9a<\/h3>\n<p>\u6a19\u6e96\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4ee5\u4e0b8\u30ce\u30fc\u30c9\u306e\u76f4\u5217\u69cb\u6210\u3067\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/comfyui-wiki.com\/en\/tutorial\/advanced\/how-to-use-canny-controlnet-with-sd1.5\">ComfyUI Wiki: How to Use Canny ControlNet SD1.5<\/a>\u30012026\u5e744\u6708\u73fe\u5728\uff09\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d71: \u753b\u50cf\u306e\u8aad\u307f\u8fbc\u307f<\/strong><\/p>\n<p>Load Image\u30ce\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u3066\u3001\u30a8\u30c3\u30b8\u3092\u62bd\u51fa\u3057\u305f\u3044\u5143\u753b\u50cf\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002\u5efa\u7bc9\u56f3\u9762\u306e\u5834\u5408\u306f\u3001\u7dda\u304c\u306f\u3063\u304d\u308a\u5199\u3063\u305fPNG\u5f62\u5f0f\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d72: Canny\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u9069\u7528<\/strong><\/p>\n<p>Canny Edge Preprocessor\u30ce\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u3001Load Image\u306e\u51fa\u529b\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002low_threshold\u3068high_threshold\u306e\u521d\u671f\u5024\u306f\u305d\u306e\u307e\u307e\u3067\u3001\u307e\u305a\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d73: ControlNet\u306e\u9069\u7528<\/strong><\/p>\n<p>Apply ControlNet\uff08Advanced\uff09\u30ce\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002Canny Edge Preprocessor\u306e\u51fa\u529b\u3092image\u7aef\u5b50\u306b\u63a5\u7d9a\u3057\u3001ControlNet\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002strength\u306f0.7\u304b\u3089\u8a66\u3059\u3068\u3001\u7dda\u3092\u4fdd\u3061\u3064\u3064\u4e0d\u81ea\u7136\u306a\u56fa\u3055\u304c\u51fa\u306b\u304f\u3044\u7bc4\u56f2\u306b\u53ce\u307e\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d74: \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u5b9a<\/strong><\/p>\n<p>CLIP\uff08\u30c6\u30ad\u30b9\u30c8\u3092\u6570\u5024\u5316\u3059\u308b\u51e6\u7406\uff09Text Encode\u30ce\u30fc\u30c9\u3067\u30dd\u30b8\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30cd\u30ac\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002ControlNet\u306econditioning\u51fa\u529b\u3092KSampler\uff08\u753b\u50cf\u751f\u6210\u306e\u4e2d\u6838\u30ce\u30fc\u30c9\uff09\u306b\u63a5\u7d9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d75: \u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3068\u51fa\u529b<\/strong><\/p>\n<p>KSampler\u30ce\u30fc\u30c9\u3067\u751f\u6210\u3092\u5b9f\u884c\u3057\u3001VAE\uff08\u753b\u50cf\u3068\u6f5c\u5728\u8868\u73fe\u3092\u76f8\u4e92\u5909\u63db\u3059\u308b\u51e6\u7406\uff09Decode\u3067\u753b\u50cf\u3092\u30c7\u30b3\u30fc\u30c9\u3057\u307e\u3059\u3002Save Image\u30ce\u30fc\u30c9\u3067\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308c\u3070\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n<h3>Flux\u5bfe\u5fdc\u306eCanny\u30ef\u30fc\u30af\u30d5\u30ed\u30fc3\u7cfb\u7d71<\/h3>\n<p>Flux\uff08FLUX.1\uff09\u30e2\u30c7\u30eb\u3067Canny\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u30012026\u5e744\u6708\u73fe\u5728\u30673\u7cfb\u7d71\u306e\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u65b9\u5f0f\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u9078\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>(a) Flux.1 Canny Dev\uff08Black Forest Labs\u516c\u5f0f\u3001LoRA\u65b9\u5f0f\uff09<\/strong><\/p>\n<p>\u516c\u5f0f\u306e\u300cFlux Tools\u300d\u3068\u3057\u3066\u914d\u5e03\u3055\u308c\u308bLoRA\u5f62\u5f0f\u306eCanny\u3067\u3059\u3002\u65e2\u5b58\u306eFLUX.1 Dev\u672c\u4f53\u306bLoRA\u3092\u9069\u7528\u3057\u3066\u52d5\u4f5c\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3001\u5f93\u6765\u306eControlNet\u65b9\u5f0f\u3068\u306f\u7570\u306a\u308a\u307e\u3059\u3002ComfyUI\u3067\u306f<strong>LoadFluxControlNet<\/strong>\u3068<strong>ApplyFluxControlNet<\/strong>\u306e\u5c02\u7528\u30ce\u30fc\u30c9\u3092\u5229\u7528\u3057\u307e\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/docs.comfy.org\/tutorials\/flux\/flux-1-controlnet\">ComfyUI\u516c\u5f0f: Flux.1 ControlNet Examples<\/a>\uff09\u3002\u30e2\u30c7\u30eb\u898f\u6a21\u306f12B\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u30011024&#215;1024\u306e\u751f\u6210\u306b\u7d0420\u79d2\u7a0b\u5ea6\uff08\u9ad8\u6027\u80fdGPU\u30012026\u5e744\u6708\u73fe\u5728\uff09\u3001\u6700\u59274MP\u51fa\u529b\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n<p><strong>(b) XLabs-AI flux-controlnet-canny-v3\uff08\u7b2c\u4e09\u8005\u5b9f\u88c5\uff09<\/strong><\/p>\n<p>XLabs AI\u304c\u516c\u958b\u3059\u308b\u5f93\u6765\u578b\u306eControlNet\u5b9f\u88c5\u3067\u3059\u3002\u5efa\u7bc9\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u7528\u9014\u3067\u7dda\u7cbe\u5ea6\u306e\u8a55\u4fa1\u304c\u9ad8\u304f\u3001\u6d77\u5916\u306e\u5efa\u7bc9\u7cfb\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306b\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/huggingface.co\/XLabs-AI\/flux-controlnet-canny-v3\">XLabs-AI\/flux-controlnet-canny-v3<\/a>\uff09\u3002<\/p>\n<p><strong>(c) InstantX FLUX.1-dev-Controlnet-Canny-alpha \/ Union<\/strong><\/p>\n<p>InstantX\u306b\u3088\u308b\u5b9f\u88c5\u3067\u3001Canny\u3084Depth\u306a\u3069\u8907\u6570\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u7d71\u5408\u3057\u305fUnion\u578b\u3082\u9078\u3079\u307e\u3059\u3002\u8907\u6570\u306e\u5236\u5fa1\u30921\u30e2\u30c7\u30eb\u3067\u307e\u304b\u306a\u3044\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u307e\u3059\u3002<\/p>\n<p>\u5efa\u7bc9\u30d1\u30fc\u30b9\u7528\u9014\u3067\u7dda\u306e\u5fe0\u5b9f\u5ea6\u3092\u6700\u512a\u5148\u3059\u308b\u5834\u5408\u3001\u6d77\u5916\u306e\u4e8b\u4f8b\u3067\u306fXLabs\u306ev3\u304c\u9078\u3070\u308c\u308b\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002\u516c\u5f0fLoRA\u65b9\u5f0f\u306f\u65e2\u5b58FLUX\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001Union\u578b\u306f\u8907\u6570\u5236\u5fa1\u3092\u540c\u6642\u306b\u6271\u3044\u305f\u3044\u5834\u5408\u306b\u6271\u3044\u3084\u3059\u3044\u9078\u629e\u3067\u3059\u3002\u305f\u3060\u3057\u3001Flux\u30d9\u30fc\u30b9\u306eCanny\u306fVRAM\u6d88\u8cbb\u3068\u63a8\u8ad6\u6642\u9593\u304cSD1.5\u6bd4\u3067\u5927\u304d\u3044\u70b9\u306f\u5171\u901a\u3057\u3066\u7559\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h2>low_threshold\u30fbhigh_threshold\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574<\/h2>\n<p>Canny\u306e\u4ed5\u4e0a\u304c\u308a\u3092\u5de6\u53f3\u3059\u308b\u91cd\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u30012\u3064\u306e\u95be\u5024\uff08low\/high_threshold\uff09\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u30ce\u30fc\u30c9\u7a2e\u5225\u306b\u3088\u308b\u30b9\u30b1\u30fc\u30eb\u306e\u9055\u3044\u3092\u62bc\u3055\u3048\u305f\u3046\u3048\u3067\u3001\u691c\u51fa\u7d50\u679c\u3078\u306e\u5f71\u97ff\u3068\u7528\u9014\u5225\u304a\u3059\u3059\u3081\u8a2d\u5b9a\u3092\u9806\u306b\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30ce\u30fc\u30c9\u7a2e\u5225\u3068\u95be\u5024\u30b9\u30b1\u30fc\u30eb\u306e\u9055\u3044<\/h3>\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf\u89e3\u8aac\u306e\u524d\u306b\u3001ComfyUI\u306b\u306f\u300cCanny\u300d\u7cfb\u306e\u30ce\u30fc\u30c9\u304c2\u7cfb\u7d71\u3042\u308a\u3001\u95be\u5024\u306e\u30b9\u30b1\u30fc\u30eb\u304c\u7570\u306a\u308b\u70b9\u3092\u62bc\u3055\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002\u30ab\u30e1\u30e9\u306e\u9732\u51fa\u8a08\u304c\u30ab\u30e1\u30e9\u3054\u3068\u306b\u9055\u3046\u5358\u4f4d\u3092\u6301\u3064\u3088\u3046\u306a\u3082\u306e\u3067\u3001\u540c\u3058\u6570\u5024\u3067\u3082\u5225\u7269\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30ce\u30fc\u30c9\u540d<\/th>\n<th>\u914d\u5e03\u5143<\/th>\n<th>\u95be\u5024\u30b9\u30b1\u30fc\u30eb<\/th>\n<th>\u4e3b\u306a\u30c7\u30d5\u30a9\u30eb\u30c8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Canny\uff08\u7d44\u307f\u8fbc\u307f\uff09<\/td>\n<td>ComfyUI\u672c\u4f53<\/td>\n<td>0.01\u301c0.99\uff08float\uff09<\/td>\n<td>low=0.4 \/ high=0.8<\/td>\n<\/tr>\n<tr>\n<td>CannyEdgePreprocessor<\/td>\n<td>comfyui_controlnet_aux<\/td>\n<td>0\u301c255\uff08int\uff09<\/td>\n<td>low=100 \/ high=200<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u540c\u3058\u300c0.4\u300d\u3067\u3082\u610f\u5473\u304c\u307e\u3063\u305f\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u89e3\u8aac\u306f\u3001\u5efa\u7bc9\u56f3\u9762\u3092\u6271\u3046\u5b9f\u88c5\u3068\u3057\u3066\u4e00\u822c\u7684\u306a<strong>CannyEdgePreprocessor\uff080\u301c255\u30b9\u30b1\u30fc\u30eb\uff09<\/strong>\u3092\u524d\u63d0\u306b\u3057\u307e\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/docs.comfy.org\/built-in-nodes\/Canny\">Canny &#8211; ComfyUI Built-in Node Docs<\/a>\uff09\u3002<\/p>\n<h3>2\u3064\u306e\u95be\u5024\u304c\u691c\u51fa\u7d50\u679c\u306b\u4e0e\u3048\u308b\u5f71\u97ff<\/h3>\n<p>Canny Edge Preprocessor\u306b\u306f\u3001\u30a8\u30c3\u30b8\u691c\u51fa\u306e\u611f\u5ea6\u3092\u5236\u5fa1\u3059\u308b2\u3064\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>low_threshold\uff08\u4e0b\u9650\u95be\u5024\uff09<\/strong>: \u3053\u306e\u5024\u3088\u308a\u5f31\u3044\u8f1d\u5ea6\u5909\u5316\u306f\u30a8\u30c3\u30b8\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u307e\u305b\u3093\u3002\u5024\u3092\u4e0b\u3052\u308b\u307b\u3069\u7d30\u304b\u3044\u7dda\u3082\u62fe\u3044\u307e\u3059<\/li>\n<li><strong>high_threshold\uff08\u4e0a\u9650\u95be\u5024\uff09<\/strong>: \u3053\u306e\u5024\u3092\u8d85\u3048\u308b\u8f1d\u5ea6\u5909\u5316\u306f\u3001\u78ba\u5b9f\u306b\u30a8\u30c3\u30b8\u3068\u3057\u3066\u691c\u51fa\u3055\u308c\u307e\u3059\u3002\u5024\u3092\u4e0a\u3052\u308b\u307b\u3069\u5f37\u3044\u8f2a\u90ed\u7dda\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059<\/li>\n<\/ul>\n<p>2\u3064\u306e\u95be\u5024\u306e\u9593\u306b\u3042\u308b\u4e2d\u9593\u7684\u306a\u8f1d\u5ea6\u5909\u5316\u306f\u3001<strong>\u5f37\u3044\u30a8\u30c3\u30b8\u306b\u9023\u7d50\u3057\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u63a1\u7528<\/strong>\u3055\u308c\u307e\u3059\u3002\u5b64\u7acb\u3057\u305f\u5f31\u30a8\u30c3\u30b8\u306f\u30ce\u30a4\u30ba\u3068\u5224\u5b9a\u3055\u308c\u3066\u6368\u3066\u3089\u308c\u3001\u5f37\u30a8\u30c3\u30b8\u304b\u3089\u4f38\u3073\u308b\u5f31\u30a8\u30c3\u30b8\u3060\u3051\u7dda\u3068\u3057\u3066\u6b8b\u308b\u6319\u52d5\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u30d2\u30b9\u30c6\u30ea\u30b7\u30b9\u51e6\u7406\u3068\u547c\u3070\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3001\u3053\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3068\u95be\u5024\u8abf\u6574\u306e\u52d8\u6240\u304c\u3064\u304b\u307f\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002low_threshold\u306f\u5fc5\u305ahigh_threshold\u3088\u308a\u5c0f\u3055\u3044\u5024\u306b\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3067\u306f\u3001\u7528\u9014\u3054\u3068\u306b\u3069\u306e\u3088\u3046\u306a\u5024\u3092\u8a2d\u5b9a\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h3>\u7528\u9014\u5225\u304a\u3059\u3059\u3081\u8a2d\u5b9a\u5024<\/h3>\n<p>\u76ee\u7684\u306b\u5fdc\u3058\u305f\u8a2d\u5b9a\u306e\u76ee\u5b89\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<p><strong>\u5efa\u7bc9\u56f3\u9762\u30fbCAD\u51fa\u529b\u306e\u5834\u5408<\/strong><\/p>\n<p>\u56f3\u9762\u306f\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u304c\u306f\u3063\u304d\u308a\u3057\u3066\u3044\u308b\u305f\u3081\u3001high_threshold\u3092\u9ad8\u3081\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002low_threshold: 100\u3001high_threshold: 200\u304c\u51fa\u767a\u70b9\u3068\u3057\u3066\u6271\u3044\u3084\u3059\u3044\u5024\u3067\u3059\u3002\u30ce\u30a4\u30ba\u306e\u5c11\u306a\u3044\u30af\u30ea\u30fc\u30f3\u306a\u7dda\u753b\u30de\u30c3\u30d7\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\u5199\u771f\u304b\u3089\u30a8\u30c3\u30b8\u3092\u62bd\u51fa\u3059\u308b\u5834\u5408<\/strong><\/p>\n<p>\u5199\u771f\u306b\u306f\u30b0\u30e9\u30c7\u30fc\u30b7\u30e7\u30f3\u3084\u30c6\u30af\u30b9\u30c1\u30e3\u304c\u591a\u3044\u305f\u3081\u3001\u95be\u5024\u3092\u4e0b\u3052\u3066\u62fe\u3046\u7dda\u3092\u5897\u3084\u3057\u307e\u3059\u3002low_threshold: 50\u3001high_threshold: 150\u3042\u305f\u308a\u304b\u3089\u8abf\u6574\u3059\u308b\u3068\u3001\u5efa\u7269\u306e\u5916\u5f62\u3060\u3051\u3067\u306a\u304f\u7a93\u3084\u30c9\u30a2\u306e\u30c7\u30a3\u30c6\u30fc\u30eb\u3082\u62fe\u3048\u307e\u3059\u3002<\/p>\n<p><strong>\u30e9\u30d5\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u751f\u6210\u3059\u308b\u5834\u5408<\/strong><\/p>\n<p>\u624b\u63cf\u304d\u306e\u30b9\u30b1\u30c3\u30c1\u306f\u7dda\u306e\u30e0\u30e9\u304c\u5927\u304d\u3044\u305f\u3081\u3001low_threshold: 30\u3001high_threshold: 100\u306e\u3088\u3046\u306b\u611f\u5ea6\u3092\u9ad8\u3081\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30ce\u30a4\u30ba\u3082\u5897\u3048\u308b\u305f\u3081\u3001\u5143\u753b\u50cf\u306e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u3092\u4e8b\u524d\u306b\u8abf\u6574\u3057\u3066\u304a\u304f\u3068\u7dda\u753b\u30de\u30c3\u30d7\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u52d9\u3067\u306f\u3001\u307e\u305a\u521d\u671f\u5024\u3067\u751f\u6210\u3057\u3001\u51fa\u529b\u753b\u50cf\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u95be\u5024\u3092\u5fae\u8abf\u6574\u3059\u308b\u306e\u304c\u52b9\u7387\u7684\u3067\u3059\u3002\u3044\u304d\u306a\u308a\u653b\u3081\u305f\u8a2d\u5b9a\u306b\u305b\u305a\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u304b\u3089\u306e\u5dee\u5206\u3067\u6319\u52d5\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u518d\u73fe\u6027\u3092\u4fdd\u3061\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u5efa\u7bc9\u56f3\u9762\u304b\u3089\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u5b9f\u8df5\u4f8b<\/h2>\n<p>\u5efa\u7bc9\u56f3\u9762\u3092Canny\u3067\u51e6\u7406\u3059\u308c\u3070\u3001\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u306a\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8\u3078\u3068\u5909\u63db\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306fCAD\u51fa\u529b\u306e\u6e96\u5099\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u307e\u3067\u3001\u5b9f\u969b\u306e\u4f5c\u696d\u624b\u9806\u306b\u6cbf\u3063\u3066\u9806\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>CAD\u51fa\u529b\u30fb\u5e73\u9762\u56f3\u3092Canny\u3067\u51e6\u7406\u3059\u308b\u624b\u9806<\/h3>\n<p>\u5efa\u7bc9\u56f3\u9762\u304b\u3089\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u5177\u4f53\u7684\u306a\u624b\u9806\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u5143\u753b\u50cf\u306e\u6e96\u5099<\/strong><\/p>\n<p>CAD\u30bd\u30d5\u30c8\uff08JW_cad\u3084AutoCAD\u306a\u3069\uff09\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u56f3\u9762\u3092\u30011024&#215;1024\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u306ePNG\u753b\u50cf\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\u7dda\u304c\u592a\u3059\u304e\u308b\u3068\u4e0d\u8981\u306a\u30a8\u30c3\u30b8\u304c\u5897\u3048\u308b\u305f\u3081\u3001\u7d30\u7dda\uff080.25mm\u7a0b\u5ea6\uff09\u306e\u8a2d\u5b9a\u3067\u66f8\u304d\u51fa\u3059\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p><strong>Canny\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u8a2d\u5b9a<\/strong><\/p>\n<p>\u56f3\u9762\u306f\u767d\u9ed2\u3067\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u304c\u660e\u78ba\u306a\u305f\u3081\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u95be\u5024\u8a2d\u5b9a\u3067\u3082\u5341\u5206\u6a5f\u80fd\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5bf8\u6cd5\u7dda\u3084\u6ce8\u8a18\u6587\u5b57\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001high_threshold\u3092220\u7a0b\u5ea6\u307e\u3067\u4e0a\u3052\u308b\u3068\u4e3b\u8981\u306a\u69cb\u9020\u7dda\u3060\u3051\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u751f\u6210\u7d50\u679c\u306e\u78ba\u8a8d<\/strong><\/p>\n<p>Canny\u30de\u30c3\u30d7\u304c\u6b63\u3057\u304f\u69cb\u9020\u3092\u6349\u3048\u3066\u3044\u308b\u304b\u3001\u30d7\u30ec\u30d3\u30e5\u30fc\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002\u58c1\u7dda\u304c\u9014\u5207\u308c\u3066\u3044\u308b\u5834\u5408\u306flow_threshold\u3092\u4e0b\u3052\u3001\u4e0d\u8981\u306a\u7dda\u304c\u591a\u3044\u5834\u5408\u306fhigh_threshold\u3092\u4e0a\u3052\u3066\u518d\u8abf\u6574\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068strength\u306e\u8abf\u6574\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>\u5efa\u7bc9\u56f3\u9762\u304b\u3089\u306e\u751f\u6210\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u66f8\u304d\u65b9\u304c\u4ed5\u4e0a\u304c\u308a\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002\u3069\u306e\u3088\u3046\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u52b9\u679c\u7684\u306a\u306e\u304b\u3001\u5177\u4f53\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b<\/strong><\/p>\n<pre><code>photorealistic architectural rendering, modern house exterior,\nwhite walls, large glass windows, wooden deck, blue sky,\nprofessional photograph, 8k quality\n<\/code><\/pre>\n<p><strong>strength\u306e\u6d77\u5916\u6a19\u6e96\u5024\uff082026\u5e744\u6708\u73fe\u5728\uff09<\/strong><\/p>\n<p>\u6d77\u5916\u306eComfyUI\u7cfb\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u63d0\u793a\u3055\u308c\u308b\u7528\u9014\u5225strength\u306e\u76ee\u5b89\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/www.comfydeploy.com\/blog\/flux-controlnet\">ComfyDeploy: FLUX ControlNet<\/a>\u3001<a href=\"https:\/\/comfyui-wiki.com\/\">ComfyUI Wiki<\/a>\uff09\u3002<\/p>\n<ul>\n<li><strong>0.9\u301c1.0<\/strong>: \u5efa\u7bc9\u56f3\u9762\u30fb\u6280\u8853\u56f3\u9762\u304b\u3089\u306e\u751f\u6210\u3002\u7dda\u306e\u5b8c\u5168\u4fdd\u6301\u304c\u6700\u512a\u5148\u306e\u7528\u9014\u3067\u63a1\u7528\u3055\u308c\u307e\u3059<\/li>\n<li><strong>0.7\u524d\u5f8c<\/strong>: \u30e9\u30d5\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u5b8c\u6210\u753b\u50cf\u3078\u306e\u5909\u63db\u3002\u7dda\u306f\u6d3b\u304b\u3057\u3064\u3064AI\u306e\u81ea\u7136\u8868\u73fe\u3082\u53d6\u308a\u8fbc\u307f\u307e\u3059<\/li>\n<li><strong>0.5\u524d\u5f8c<\/strong>: \u8efd\u3044\u69cb\u56f3\u30ac\u30a4\u30c9\u3068\u3057\u3066\u306e\u5229\u7528\u3002\u69cb\u56f3\u306e\u53c2\u8003\u306b\u3057\u3064\u3064\u81ea\u7531\u5ea6\u3092\u6b8b\u3057\u307e\u3059<\/li>\n<li><strong>0.3\u301c0.5<\/strong>: \u5927\u307e\u304b\u306a\u69cb\u6210\u3060\u3051\u3092\u6d3b\u304b\u3057\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u6bb5\u968e\u5411\u3051\u306e\u8a2d\u5b9a\u306b\u306a\u308a\u307e\u3059<\/li>\n<\/ul>\n<p>\u5b9f\u52d9\u3067\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u63d0\u6848\u7528\u306e\u56f3\u9762\u30d1\u30fc\u30b9\u306fstrength 0.9\u301c1.0\u3001\u793e\u5185\u691c\u8a0e\u7528\u306e\u521d\u671f\u30b9\u30bf\u30c7\u30a3\u306fstrength 0.5\u3092\u57fa\u6e96\u306b\u3059\u308b\u904b\u7528\u304c\u6271\u3044\u3084\u3059\u3044\u9078\u3073\u5206\u3051\u3067\u3059\u3002\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u4f7f\u3044\u5206\u3051\u308b\u3068\u8a66\u884c\u932f\u8aa4\u306e\u56de\u6570\u304c\u6e1b\u308a\u3001\u691c\u8a0e\u6642\u9593\u306e\u77ed\u7e2e\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u306e\u5efa\u7bc9\u30d1\u30fc\u30b9\u751f\u6210\u306f<a href=\"https:\/\/persc.jp\/blog\/comfyui-sketch-to-render\/\">ComfyUI\u00d7\u5efa\u7bc9\u30b9\u30b1\u30c3\u30c1\u3067\u59cb\u3081\u308b\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u5909\u63db5\u624b\u9806<\/a>\u3067\u8a73\u3057\u304f\u53d6\u308a\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>Canny\u30fbDepth\u30fbScribble\u306e\u4f7f\u3044\u5206\u3051<\/h2>\n<p>Canny\u30fbDepth\u30fbScribble\u306f\u3001\u3044\u305a\u308c\u3082ControlNet\u3067\u4f7f\u308f\u308c\u308b\u4ee3\u8868\u7684\u306a\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3059\u304c\u3001\u5f97\u610f\u5206\u91ce\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f3\u3064\u306e\u7279\u5fb4\u3092\u6bd4\u8f03\u3057\u305f\u3046\u3048\u3067\u3001\u76ee\u7684\u5225\u306e\u9078\u3073\u65b9\u3078\u3068\u9032\u307f\u307e\u3059\u3002<\/p>\n<h3>3\u3064\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u7279\u5fb4\u6bd4\u8f03<\/h3>\n<p>ControlNet\u306e\u4e3b\u8981\u306a\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b53\u7a2e\u985e\u306e\u7279\u5fb4\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002\u3069\u308c\u3092\u9078\u3076\u304b\u3067\u751f\u6210\u7d50\u679c\u304c\u5927\u304d\u304f\u5909\u308f\u308b\u305f\u3081\u3001\u305d\u308c\u305e\u308c\u306e\u5f97\u610f\u5206\u91ce\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u73fe\u5834\u3067\u4f7f\u3046\u5de5\u5177\u3092\u9078\u3076\u306e\u3068\u540c\u3058\u304f\u3089\u3044\u4ed5\u4e0a\u304c\u308a\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>Canny<\/th>\n<th>Depth<\/th>\n<th>Scribble<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u62bd\u51fa\u3059\u308b\u60c5\u5831<\/td>\n<td>\u8f2a\u90ed\u7dda\uff08\u30a8\u30c3\u30b8\uff09<\/td>\n<td>\u5965\u884c\u304d\uff08\u6df1\u5ea6\u30de\u30c3\u30d7\uff09<\/td>\n<td>\u624b\u63cf\u304d\u98a8\u306e\u7dda\u753b<\/td>\n<\/tr>\n<tr>\n<td>\u7dda\u306e\u7d30\u304b\u3055<\/td>\n<td>\u9ad8\u3044<\/td>\n<td>\u306a\u3057\uff08\u9762\u3067\u8868\u73fe\uff09<\/td>\n<td>\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u69cb\u9020\u306e\u5fe0\u5b9f\u5ea6<\/td>\n<td>\u9ad8\u3044<\/td>\n<td>\u4e2d\u7a0b\u5ea6<\/td>\n<td>\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u5efa\u7bc9\u56f3\u9762\u3078\u306e\u9069\u6027<\/td>\n<td>\u6700\u3082\u9ad8\u3044<\/td>\n<td>\u3084\u3084\u4f4e\u3044<\/td>\n<td>\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u7531\u5ea6<\/td>\n<td>\u4f4e\u3044<\/td>\n<td>\u4e2d\u7a0b\u5ea6<\/td>\n<td>\u9ad8\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u306a\u304a\u3001\u30a8\u30c3\u30b8\u7cfb\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306fCanny\u4ee5\u5916\u306b\u3082Lineart\u3001SoftEdge\uff08HED\uff09\u3001MLSD\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3068\u304f\u306bMLSD\u306f\u76f4\u7dda\u691c\u51fa\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u5efa\u7bc9\u5916\u89b3\u306a\u3069\u76f4\u7dda\u304c\u652f\u914d\u7684\u306a\u88ab\u5199\u4f53\u3067\u306f\u9078\u629e\u80a2\u306b\u5165\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u5c0e\u5165\u5411\u3051\u306e\u6bd4\u8f03\u3068\u3057\u3066\u4f7f\u7528\u983b\u5ea6\u306e\u9ad8\u3044Canny \/ Depth \/ Scribble\u306e3\u7a2e\u306b\u7d5e\u3063\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>\u76ee\u7684\u5225\u306e\u9078\u3073\u65b9<\/h3>\n<p>\u305d\u308c\u305e\u308c\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u304c\u529b\u3092\u767a\u63ee\u3059\u308b\u5834\u9762\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>Canny\u3092\u9078\u3076\u5834\u9762<\/strong><\/p>\n<ul>\n<li>\u5efa\u7bc9\u56f3\u9762\u3084CAD\u30c7\u30fc\u30bf\u304b\u3089\u6b63\u78ba\u306b\u69cb\u9020\u3092\u518d\u73fe\u3057\u305f\u3044\u3068\u304d<\/li>\n<li>\u65e2\u5b58\u306e\u5199\u771f\u3092\u540c\u3058\u69cb\u56f3\u3067\u30b9\u30bf\u30a4\u30eb\u5909\u63db\u3057\u305f\u3044\u3068\u304d<\/li>\n<li>\u7dda\u753b\u30a4\u30e9\u30b9\u30c8\u306e\u30ab\u30e9\u30fc\u30ea\u30f3\u30b0\u3092\u5909\u3048\u305f\u3044\u3068\u304d<\/li>\n<\/ul>\n<p><strong>Depth\u3092\u9078\u3076\u5834\u9762<\/strong><\/p>\n<ul>\n<li>\u7a7a\u9593\u306e\u5965\u884c\u304d\u3084\u9060\u8fd1\u611f\u3092\u5236\u5fa1\u3057\u305f\u3044\u3068\u304d<\/li>\n<li>\u5ba4\u5185\u30d1\u30fc\u30b9\u3067\u5bb6\u5177\u306e\u524d\u5f8c\u95a2\u4fc2\u3092\u6b63\u3057\u304f\u8868\u73fe\u3057\u305f\u3044\u3068\u304d<\/li>\n<li>\u30c6\u30af\u30b9\u30c1\u30e3\u3084\u30c7\u30a3\u30c6\u30fc\u30eb\u306fAI\u306b\u4efb\u305b\u305f\u3044\u3068\u304d<\/li>\n<\/ul>\n<p>Depth\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306f<a href=\"https:\/\/persc.jp\/blog\/comfyui-controlnet-depth\/\">ComfyUI ControlNet Depth\uff5c\u6df1\u5ea6\u30de\u30c3\u30d7\u3067\u5efa\u7bc9\u30d1\u30fc\u30b9\u5236\u5fa1<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>Scribble\u3092\u9078\u3076\u5834\u9762<\/strong><\/p>\n<ul>\n<li>\u30e9\u30d5\u306a\u30a2\u30a4\u30c7\u30a2\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u753b\u50cf\u3092\u751f\u6210\u3057\u305f\u3044\u3068\u304d<\/li>\n<li>\u624b\u63cf\u304d\u306e\u7dda\u3092\u6d3b\u304b\u3057\u3064\u3064\u81ea\u7531\u306b\u8868\u73fe\u3092\u5e83\u3052\u305f\u3044\u3068\u304d<\/li>\n<li>\u30c7\u30b6\u30a4\u30f3\u306e\u521d\u671f\u6bb5\u968e\u3067\u3055\u307e\u3056\u307e\u306a\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u8a66\u3057\u305f\u3044\u3068\u304d<\/li>\n<\/ul>\n<p>\u5efa\u7bc9\u306e\u5b9f\u52d9\u30d5\u30ed\u30fc\u3067\u306f\u3001\u307e\u305aScribble\u3067\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3092\u884c\u3044\u3001\u65b9\u5411\u6027\u304c\u56fa\u307e\u3063\u305f\u3089Canny\u3067\u7cbe\u5ea6\u306e\u9ad8\u3044\u751f\u6210\u306b\u5207\u308a\u66ff\u3048\u308b\u6d41\u308c\u304c\u6271\u3044\u3084\u3059\u3044\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n<p>\u8907\u6570\u306eControlNet\u3092\u540c\u6642\u306b\u4f7f\u3044\u305f\u3044\u5834\u5408\u306f\u3001<a href=\"https:\/\/persc.jp\/blog\/comfyui-multi-controlnet\/\">ComfyUI \u8907\u6570ControlNet\u4f75\u7528\u30c6\u30af\u30cb\u30c3\u30af\uff5c\u5b9f\u52d9\u306e\u7d44\u307f\u5408\u308f\u305b5\u9078<\/a>\u3067\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>ComfyUI\u306eControlNet Canny\u306f\u3001\u30a8\u30c3\u30b8\u691c\u51fa\u3067\u753b\u50cf\u306e\u8f2a\u90ed\u7dda\u3092\u62bd\u51fa\u3057\u3001\u69cb\u9020\u3092\u4fdd\u3063\u305f\u307e\u307e\u65b0\u3057\u3044\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u3068\u304f\u306b\u5efa\u7bc9\u56f3\u9762\u3084CAD\u30c7\u30fc\u30bf\u304b\u3089\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u306a\u30d1\u30fc\u30b9\u3092\u4f5c\u6210\u3059\u308b\u5834\u9762\u3067\u5927\u304d\u306a\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u306fCanny Edge Preprocessor\u3067\u7dda\u753b\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u3001Apply ControlNet\u3067\u6761\u4ef6\u3065\u3051\u3059\u308b\u3068\u3044\u30462\u30b9\u30c6\u30c3\u30d7\u304c\u57fa\u672c\u3067\u3059\u3002low_threshold\u3068high_threshold\u3092\u8abf\u6574\u3059\u308c\u3070\u3001\u7d30\u304b\u3044\u7dda\u307e\u3067\u62fe\u3046\u304b\u4e3b\u8981\u306a\u8f2a\u90ed\u3060\u3051\u306b\u7d5e\u308b\u304b\u3092\u81ea\u5728\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u30ce\u30fc\u30c9\u7a2e\u5225\u3067\u30b9\u30b1\u30fc\u30eb\u304c\u7570\u306a\u308b\u70b9\uff08\u7d44\u307f\u8fbc\u307fCanny=0.01\u301c0.99 \/ CannyEdgePreprocessor=0\u301c255\uff09\u3068\u3001Flux\u7cfb\u306f\u516c\u5f0fLoRA \/ XLabs \/ InstantX\u306e3\u7cfb\u7d71\u304c\u3042\u308b\u3053\u3068\u3082\u62bc\u3055\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>Canny\u306f\u7dda\u306e\u5fe0\u5b9f\u5ea6\u304c\u9ad8\u3044\u5206\u3001Depth\u306e\u7a7a\u9593\u8868\u73fe\u3084Scribble\u306e\u81ea\u7531\u5ea6\u3068\u306f\u5f79\u5272\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u76ee\u7684\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u9078\u3076\u3053\u3068\u3067\u3001\u753b\u50cf\u751f\u6210\u306e\u7cbe\u5ea6\u3068\u52b9\u7387\u3092\u4e21\u7acb\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/h3>\n<ul>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-controlnet-guide\/\">ComfyUI ControlNet\u30fb\u69cb\u56f3\u5236\u5fa1\u30ac\u30a4\u30c9<\/a> \u2014 ControlNet\u5168\u4f53\u306e\u6982\u8981\u3068\u5404\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u9078\u3073\u65b9\u3092\u62bc\u3055\u3048\u305f\u3044\u65b9\u3078<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-controlnet-depth\/\">ComfyUI ControlNet Depth\uff5c\u6df1\u5ea6\u30de\u30c3\u30d7\u3067\u5efa\u7bc9\u30d1\u30fc\u30b9\u5236\u5fa1<\/a> \u2014 \u5965\u884c\u304d\u30de\u30c3\u30d7\u306b\u3088\u308b\u7a7a\u9593\u5236\u5fa1\u306e\u624b\u9806\u3092\u62bc\u3055\u3048\u305f\u3044\u65b9\u3078<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-controlnet-scribble\/\">ComfyUI Scribble\/Lineart\uff5c\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u5efa\u7bc9\u30d1\u30fc\u30b9\u751f\u6210\u6cd5<\/a> \u2014 \u30e9\u30d5\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u753b\u50cf\u751f\u6210\u306b\u9032\u307f\u305f\u3044\u65b9\u3078<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-sketch-to-render\/\">ComfyUI\u00d7\u5efa\u7bc9\u30b9\u30b1\u30c3\u30c1\u3067\u59cb\u3081\u308b\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u5909\u63db5\u624b\u9806<\/a> \u2014 \u624b\u63cf\u304d\u30b9\u30b1\u30c3\u30c1\u3092\u5efa\u7bc9\u30d1\u30fc\u30b9\u3078\u5909\u63db\u3059\u308b\u5b9f\u8df5\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u77e5\u308a\u305f\u3044\u65b9\u3078<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-multi-controlnet\/\">ComfyUI \u8907\u6570ControlNet\u4f75\u7528\u30c6\u30af\u30cb\u30c3\u30af\uff5c\u5b9f\u52d9\u306e\u7d44\u307f\u5408\u308f\u305b5\u9078<\/a> \u2014 Canny\u3068Depth\u306a\u3069\u8907\u6570\u5236\u5fa1\u3092\u91cd\u306d\u3066\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u65b9\u3078<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5efa\u7bc9\u56f3\u9762\u3084CAD\uff08\u8a2d\u8a08\u56f3\u9762\u3092\u4f5c\u6210\u3059\u308b\u8a2d\u8a08\u30bd\u30d5\u30c8\uff09\u306e\u51fa\u529b\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30d5\u30a9\u30c8\u30ea\u30a2\u30eb\u306a\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8\u3092\u81ea\u52d5\u3067\u751f\u6210\u3067\u304d\u305f\u3089\u4fbf\u5229\u3060\u3068\u601d\u3044\u307e\u305b\u3093\u304b\u3002ComfyUI\uff08\u30ce\u30fc\u30c9\u3092\u3064\u306a\u3044\u3067\u753b\u50cf\u751f\u6210AI\u3092\u52d5\u304b\u3059\u30c4\u30fc\u30eb\uff09\u306eControlNet\uff08\u30b3 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