{"id":2367,"date":"2026-04-23T09:55:28","date_gmt":"2026-04-23T00:55:28","guid":{"rendered":"https:\/\/persc.jp\/blog\/?post_type=persc_entity&#038;p=2367"},"modified":"2026-04-23T09:55:28","modified_gmt":"2026-04-23T00:55:28","slug":"controlnet","status":"publish","type":"persc_entity","link":"https:\/\/persc.jp\/blog\/blog\/db\/controlnet\/","title":{"rendered":"ControlNet\u3068\u306f\uff1f\u7279\u5fb4\u30fb\u8a55\u5224\u30fb\u6599\u91d1\u30fb\u30ec\u30d3\u30e5\u30fc\u3092\u89e3\u8aac"},"content":{"rendered":"<p>ControlNet\u306f\u3001\u62e1\u6563\u30e2\u30c7\u30eb\u306b\u7a7a\u9593\u6761\u4ef6\u3092\u4e0e\u3048\u3066\u751f\u6210\u7d50\u679c\u3092\u5236\u5fa1\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u62e1\u5f35\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>\u30dd\u30fc\u30ba\u30fb\u6df1\u5ea6\u30fbCanny\u30fb\u30b9\u30b1\u30c3\u30c1\u306a\u3069\u306e\u6761\u4ef6\u3092\u8ffd\u52a0\u3057\u3066Stable Diffusion\u7cfb\u306e\u751f\u6210\u7d50\u679c\u3092\u7d30\u304b\u304f\u64cd\u4f5c\u3067\u304d\u3001\u5efa\u7bc9\u30d1\u30fc\u30b9\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u30a4\u30e9\u30b9\u30c8\u306a\u3069\u306e\u7cbe\u5bc6\u306a\u5236\u4f5c\u3067\u6d3b\u7528\u3067\u304d\u3001AI\u751f\u6210\u306e\u300c\u72d9\u3063\u305f\u7d75\u3092\u51fa\u3059\u300d\u7cbe\u5ea6\u306e\u5411\u4e0a\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>AI\u753b\u50cf\u751f\u6210\u306e\u5236\u5fa1\u6027\u9769\u547d\u3092\u8d77\u3053\u3057\u305f\u6280\u8853\u3068\u3057\u3066\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u304a\u3044\u3066\u78ba\u56fa\u305f\u308b\u5730\u4f4d\u3092\u7bc9\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>ControlNet\u3068\u306f<\/h2>\n<table>\n<tbody>\n<tr>\n<th>\u6280\u8853\u540d<\/th>\n<td>ControlNet<\/td>\n<\/tr>\n<tr>\n<th>\u958b\u767a\u8005<\/th>\n<td>Lvmin Zhang\u6c0f\u3089\uff08\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u767a\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09<\/td>\n<\/tr>\n<tr>\n<th>\u30ab\u30c6\u30b4\u30ea<\/th>\n<td>AI\u5efa\u7bc9 \/ \u62e1\u6563\u30e2\u30c7\u30eb\u5236\u5fa1\u62e1\u5f35\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09<\/td>\n<\/tr>\n<tr>\n<th>\u4e3b\u306a\u6a5f\u80fd<\/th>\n<td>\u30dd\u30fc\u30ba\u30fb\u6df1\u5ea6\u30fbCanny\u30fb\u30b9\u30b1\u30c3\u30c1\u7b49\u306e\u7a7a\u9593\u6761\u4ef6\u306b\u3088\u308b\u751f\u6210\u5236\u5fa1<\/td>\n<\/tr>\n<tr>\n<th>\u52d5\u4f5c\u74b0\u5883<\/th>\n<td>Windows \/ macOS \/ Linux\uff08Stable Diffusion\u74b0\u5883\uff09<\/td>\n<\/tr>\n<tr>\n<th>\u6599\u91d1<\/th>\n<td>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u7121\u6599\uff082026\u5e744\u6708\u73fe\u5728\uff09<\/td>\n<\/tr>\n<tr>\n<th>\u516c\u5f0f\u30ea\u30dd\u30b8\u30c8\u30ea<\/th>\n<td><a href=\"https:\/\/github.com\/lllyasviel\/ControlNet\" target=\"_blank\" rel=\"noopener\">github.com\/lllyasviel\/ControlNet<\/a><\/td>\n<\/tr>\n<tr>\n<th>\u516c\u958b\u30e2\u30c7\u30eb<\/th>\n<td>Hugging Face\u306b50\u4ee5\u4e0a\u306e\u516c\u958b\u30e2\u30c7\u30eb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>ControlNet\u306f\u3001\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u767a\u306eLvmin Zhang\u6c0f\u3089\u304c2023\u5e74\u306b\u767a\u8868\u3057\u305f\u3001\u62e1\u6563\u30e2\u30c7\u30eb\u306b\u7a7a\u9593\u6761\u4ef6\u3092\u4e0e\u3048\u3066\u751f\u6210\u7d50\u679c\u3092\u5236\u5fa1\u3059\u308b\u9769\u65b0\u7684\u306a\u6280\u8853\u3067\u3059\u3002Stable Diffusion\u7b49\u306e\u62e1\u6563\u30e2\u30c7\u30eb\u306e\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u3001\u53c2\u7167\u753b\u50cf\u304b\u3089\u62bd\u51fa\u3057\u305f\u6761\u4ef6\uff08\u30dd\u30fc\u30ba\u30fb\u6df1\u5ea6\u30de\u30c3\u30d7\u30fb\u30a8\u30c3\u30b8\u30fb\u30b9\u30b1\u30c3\u30c1\u306a\u3069\uff09\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u7d50\u679c\u3092\u610f\u56f3\u901a\u308a\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001AUTOMATIC1111\uff08WebUI\uff09\u3084Diffusers\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u901a\u3058\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002Hugging Face\u306b\u306f50\u4ee5\u4e0a\u306e\u516c\u958bControlNet\u30e2\u30c7\u30eb\u304c\u6d41\u901a\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u5225\u306b\u9078\u3093\u3067\u9069\u7528\u3067\u304d\u308b\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u5f62\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u6599\u91d1\u30d7\u30e9\u30f3\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u5f62\u614b<\/h2>\n<p>ControlNet\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u5b8c\u5168\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u3067\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u9762\u306e\u5236\u7d04\u306f\u6700\u5c0f\u9650\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30d7\u30e9\u30f3<\/th>\n<th>\u6599\u91d1<\/th>\n<th>\u542b\u307e\u308c\u308b\u3082\u306e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u7248<\/strong><\/td>\n<td>\u7121\u6599<\/td>\n<td>\u516c\u5f0f\u30ea\u30dd\u30b8\u30c8\u30ea\u3001\u5168\u6a5f\u80fd\u3001\u5546\u7528\u5229\u7528\u53ef<\/td>\n<\/tr>\n<tr>\n<td><strong>ControlNet\u30e2\u30c7\u30eb\u7fa4<\/strong><\/td>\n<td>\u7121\u6599<\/td>\n<td>Hugging Face\u306b50\u4ee5\u4e0a\u306e\u516c\u958b\u30e2\u30c7\u30eb<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30af\u30e9\u30a6\u30c9GPU\u5229\u7528\u6642<\/strong><\/td>\n<td>GPU\u30ec\u30f3\u30bf\u30eb\u6599\u91d1<\/td>\n<td>RunPod\u7b49\u306e\u30af\u30e9\u30a6\u30c9GPU\u30b3\u30b9\u30c8\u306e\u307f<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u6642<\/strong><\/td>\n<td>\u96fb\u6c17\u4ee3\u306e\u307f<\/td>\n<td>\u81ea\u524dGPU\u74b0\u5883\u3067\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u81ea\u4f53\u306f\u5b8c\u5168\u7121\u6599\u3067\u3059\u304c\u3001\u5b9f\u884c\u74b0\u5883\u306e\u6574\u5099\uff08\u81ea\u524dGPU\u3001\u30af\u30e9\u30a6\u30c9GPU\uff09\u304c\u5b9f\u8cea\u30b3\u30b9\u30c8\u3068\u306a\u308a\u307e\u3059\u3002Stable Diffusion+ControlNet+\u5404\u7a2eLoRA\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3001\u975e\u5e38\u306b\u67d4\u8edf\u306aAI\u753b\u50cf\u751f\u6210\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u308b\u70b9\u304c\u3001\u30d7\u30ed\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306b\u652f\u6301\u3055\u308c\u308b\u7406\u7531\u3067\u3059\u3002<\/p>\n<h2>\u52d5\u4f5c\u74b0\u5883\u30fb\u30b7\u30b9\u30c6\u30e0\u8981\u4ef6<\/h2>\n<p>ControlNet\u306fStable Diffusion\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u76f8\u5fdc\u306eGPU\u74b0\u5883\u304c\u5fc5\u8981\u3067\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u63a8\u5968\u74b0\u5883<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>OS<\/strong><\/td>\n<td>Windows \/ macOS \/ Linux<\/td>\n<\/tr>\n<tr>\n<td><strong>GPU<\/strong><\/td>\n<td>NVIDIA RTX 3060\uff08VRAM 12GB\uff09\u4ee5\u4e0a\u63a8\u5968\u3001RTX 4090\uff0824GB\uff09\u3067\u5feb\u9069<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30e1\u30e2\u30ea<\/strong><\/td>\n<td>16GB\u4ee5\u4e0a\u63a8\u5968\u300132GB\u3067\u5feb\u9069<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30db\u30b9\u30c8\u30bd\u30d5\u30c8<\/strong><\/td>\n<td>AUTOMATIC1111 WebUI \/ ComfyUI \/ Diffusers\u30e9\u30a4\u30d6\u30e9\u30ea<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30b9\u30c8\u30ec\u30fc\u30b8<\/strong><\/td>\n<td>100GB\u4ee5\u4e0a\uff08\u30e2\u30c7\u30eb\u30fb\u753b\u50cf\u4fdd\u7ba1\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>VRAM 12GB\u4ee5\u4e0a\u306eGPU\u304c\u5b9f\u52d9\u63a8\u5968\u3067\u3001RTX 4090\uff0824GB\uff09\u30af\u30e9\u30b9\u304c\u3042\u308c\u3070\u8907\u6570\u306eControlNet\u3092\u540c\u6642\u9069\u7528\u3059\u308b\u904b\u7528\u3082\u5feb\u9069\u3067\u3059\u3002AUTOMATIC1111\u3084ComfyUI\u3068\u3044\u3063\u305f\u30db\u30b9\u30c8GUI\u304c\u5fc5\u8981\u3067\u3001Stable Diffusion\u904b\u7528\u7d4c\u9a13\u304c\u524d\u63d0\u3068\u306a\u308b\u6280\u8853\u7684\u30cf\u30fc\u30c9\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>ControlNet\u306e5\u3064\u306e\u7279\u5fb4<\/h2>\n<h3>1. \u7a7a\u9593\u6761\u4ef6\u306b\u3088\u308b\u7cbe\u5bc6\u306a\u751f\u6210\u5236\u5fa1<\/h3>\n<p>\u30dd\u30fc\u30ba\u30fb\u6df1\u5ea6\u30de\u30c3\u30d7\u30fbCanny\u30a8\u30c3\u30b8\u30fb\u30b9\u30b1\u30c3\u30c1\u7dda\u753b\u30fb\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u591a\u69d8\u306a\u7a7a\u9593\u6761\u4ef6\u3092\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u6ce8\u5165\u3067\u304d\u307e\u3059\u3002\u5f93\u6765\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u307f\u3067\u306f\u5b9f\u73fe\u56f0\u96e3\u3060\u3063\u305f\u300c\u72d9\u3063\u305f\u69cb\u56f3\u300d\u300c\u6307\u5b9a\u306e\u30dd\u30fc\u30ba\u300d\u300c\u65e2\u5b58\u5efa\u7269\u306e\u7a7a\u9593\u914d\u7f6e\u3092\u7dad\u6301\u3057\u305f\u30b9\u30bf\u30a4\u30eb\u5909\u66f4\u300d\u306a\u3069\u304c\u3001ControlNet\u306b\u3088\u3063\u3066\u521d\u3081\u3066\u5b9f\u7528\u30ec\u30d9\u30eb\u3067\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3>2. \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u3088\u308b\u5b8c\u5168\u7121\u6599<\/h3>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u81ea\u524d\u74b0\u5883\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u306f\u5b8c\u5168\u306b\u7121\u6599\u3067ControlNet\u6a5f\u80fd\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u5546\u7528\u753b\u50cf\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306e\u30b3\u30b9\u30c8\u306b\u5727\u529b\u3092\u304b\u3051\u308b\u5b58\u5728\u3067\u3082\u3042\u308a\u3001mnml.ai\u30fbArchiVinci\u7b49\u306e\u5546\u7528\u30c4\u30fc\u30eb\u3068\u6bd4\u8f03\u3059\u308b\u969b\u306e\u300c\u81ea\u524d\u904b\u7528\u30b3\u30b9\u30c8\u57fa\u6e96\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<h3>3. 50\u4ee5\u4e0a\u306e\u516c\u958b\u30e2\u30c7\u30eb\u306b\u3088\u308b\u8c4a\u5bcc\u306a\u9078\u629e\u80a2<\/h3>\n<p>Hugging Face\u306b50\u4ee5\u4e0a\u306eControlNet\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u7528\u9014\u5225\u306b\u9078\u3093\u3067\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u5efa\u7bc9\u5411\u3051\u306e\u7dda\u753b\u2192\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30a4\u30f3\u30c6\u30ea\u30a2\u5411\u3051\u306e\u6df1\u5ea6\u30de\u30c3\u30d7\u5236\u5fa1\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u5411\u3051\u306e\u69cb\u56f3\u56fa\u5b9a\u306a\u3069\u3001\u5206\u91ce\u7279\u5316\u306e\u30e2\u30c7\u30eb\u3082\u591a\u304f\u5b58\u5728\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u904b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>4. \u4e3b\u8981\u30db\u30b9\u30c8GUI\u3068\u306e\u4e92\u63db\u6027<\/h3>\n<p>AUTOMATIC1111 WebUI\u3084ComfyUI\u3068\u3044\u3063\u305f\u4e3b\u8981Stable Diffusion GUI\u3067\u6a19\u6e96\u6a5f\u80fd\u3068\u3057\u3066\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001Diffusers\u30e9\u30a4\u30d6\u30e9\u30ea\u7d4c\u7531\u3067\u306ePython\u904b\u7528\u306b\u3082\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u65e2\u5b58\u306eStable Diffusion\u904b\u7528\u74b0\u5883\u306b\u30b9\u30e0\u30fc\u30ba\u306b\u7d44\u307f\u8fbc\u3081\u308b\u4e92\u63db\u6027\u306e\u9ad8\u3055\u304c\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u5e83\u3055\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>5. \u5efa\u7bc9\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u7528\u9014\u3067\u306e\u5b9f\u52d9\u6027<\/h3>\n<p>\u5efa\u7bc9\u30d1\u30fc\u30b9\u5236\u4f5c\u3067\u306f\u3001\u65e2\u5b58\u306e3D\u30e2\u30c7\u30eb\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u2192Canny\u62bd\u51fa\u2192Stable Diffusion\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3068\u3044\u3046\u30d5\u30ed\u30fc\u3067ControlNet\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3\u3067\u3082\u3001\u30b9\u30b1\u30c3\u30c1\u2192\u69cb\u56f3\u56fa\u5b9a\u2192\u6750\u8cea\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u751f\u6210\u3068\u3044\u3046\u5236\u4f5c\u30d5\u30ed\u30fc\u3067\u5b9f\u52d9\u6295\u5165\u3055\u308c\u3066\u304a\u308a\u3001\u30d7\u30ed\u7528\u9014\u3067\u306e\u5b9f\u7528\u6027\u304c\u78ba\u7acb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>ControlNet\u3092\u7de8\u96c6\u90e8\u304c\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f<\/h2>\n<p>ControlNet\u306f\u3001AI\u753b\u50cf\u751f\u6210\u306e\u5236\u5fa1\u6027\u3092\u4e00\u6bb5\u5f15\u304d\u4e0a\u3052\u305f\u9769\u547d\u7684\u306a\u6280\u8853\u3067\u3059\u3002\u7de8\u96c6\u90e8\u304cPERSC\u306eStable Diffusion\u904b\u7528\u691c\u8a3c\u3067\u8a66\u7528\u3057\u305f\u3068\u3053\u308d\u3001\u5efa\u7bc9\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u306e\u7dda\u753b\u2192ControlNet\u306b\u3088\u308b\u69cb\u56f3\u56fa\u5b9a\u2192Stable Diffusion\u751f\u6210\u3068\u3044\u3046\u30d5\u30ed\u30fc\u306f\u3001\u5546\u7528AI\u5efa\u7bc9\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u7af6\u5408\u3059\u308b\u54c1\u8cea\u3092\u81ea\u524d\u74b0\u5883\u3067\u5b9f\u73fe\u3067\u304d\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u30b3\u30b9\u30c8\u9762\u3067\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u81ea\u4f53\u306f\u5b8c\u5168\u7121\u6599\u3067\u3059\u304c\u3001\u81ea\u524dGPU\u74b0\u5883\u306e\u6574\u5099\uff08RTX 4090\u30af\u30e9\u30b9\u306720\u301c30\u4e07\u5186\uff09\u307e\u305f\u306f \u30af\u30e9\u30a6\u30c9GPU\u5229\u7528\u6599\u91d1\u304c\u5b9f\u8cea\u30b3\u30b9\u30c8\u3068\u306a\u308a\u307e\u3059\u3002\u6708\u6570\u4e07\u5186\u4ee5\u4e0a\u306e\u5927\u91cf\u751f\u6210\u3092\u884c\u3046\u30e6\u30fc\u30b6\u30fc\u3067\u3042\u308c\u3070\u3001\u81ea\u524d\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u3053\u3068\u3067\u9577\u671f\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u5727\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5236\u7d04\u3068\u3057\u3066\u306f\u3001Stable Diffusion\u904b\u7528\u306e\u6280\u8853\u7684\u30cf\u30fc\u30c9\u30eb\u304c\u5fc5\u8981\u3067\u3001AUTOMATIC1111\u3084ComfyUI\u306e\u8a2d\u5b9a\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u53ef\u80fd\u306aIT\u30ea\u30c6\u30e9\u30b7\u30fc\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u5546\u7528\u30c4\u30fc\u30eb\u306e\u300c\u30d6\u30e9\u30a6\u30b6\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u5373\u4f7f\u3048\u308b\u300d\u624b\u8efd\u3055\u3068\u306f\u5bfe\u7167\u7684\u306a\u3001\u6280\u8853\u7684\u6df1\u3055\u304c\u524d\u63d0\u306e\u904b\u7528\u3067\u3059\u3002<\/p>\n<p>AI\u753b\u50cf\u751f\u6210\u306e\u5236\u5fa1\u6027\u3092\u8ffd\u6c42\u3057\u305f\u3044\u30d7\u30ed\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u3001\u81ea\u524d\u74b0\u5883\u3067\u5927\u91cf\u751f\u6210\u30b3\u30b9\u30c8\u3092\u30bc\u30ed\u5316\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3001Stable Diffusion\u8cc7\u7523\u3092\u6d3b\u7528\u3057\u305f\u7cbe\u5bc6\u306a\u5236\u4f5c\u30d5\u30ed\u30fc\u3092\u6c42\u3081\u308b\u8a2d\u8a08\u8005\u306b\u3068\u3063\u3066\u3001ControlNet\u306f\u5fc5\u9808\u306e\u6280\u8853\u8981\u7d20\u3067\u3059\u3002<\/p>\n<h2>ControlNet\u306e\u53e3\u30b3\u30df<\/h2>\n<h3>\u826f\u3044\u8a55\u4fa1<\/h3>\n<ul>\n<li>\u7a7a\u9593\u6761\u4ef6\u306b\u3088\u308b\u751f\u6210\u5236\u5fa1\u304c\u3001\u300c\u72d9\u3063\u305f\u7d75\u3092\u51fa\u3059\u300d\u7cbe\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u9769\u547d\u7684\u6280\u8853\u3068\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u5b8c\u5168\u7121\u6599\u3068\u3044\u3046\u70b9\u304c\u3001\u81ea\u524d\u904b\u7528\u6d3e\u304b\u3089\u5f37\u304f\u652f\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>50\u4ee5\u4e0a\u306e\u516c\u958b\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3057\u3001\u7528\u9014\u5225\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3079\u308b\u8c4a\u5bcc\u3055\u304c\u597d\u8a55\u3067\u3059\u3002<\/li>\n<li>\u5546\u7528AI\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u304b\u3089\u81ea\u524dControlNet\u904b\u7528\u306b\u5207\u308a\u66ff\u3048\u305f\u7d50\u679c\u3001\u6708\u9593\u30b3\u30b9\u30c8\u304c\u5927\u5e45\u306b\u4e0b\u304c\u3063\u305f\u3068\u306e\u58f0\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>\u6c17\u306b\u306a\u308b\u8a55\u4fa1<\/h3>\n<ul>\n<li>Stable Diffusion\u904b\u7528\u306e\u6280\u8853\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u304f\u3001IT\u30ea\u30c6\u30e9\u30b7\u30fc\u304c\u6c42\u3081\u3089\u308c\u308b\u3068\u306e\u6307\u6458\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>VRAM 12GB\u4ee5\u4e0a\u306eGPU\u304c\u5b9f\u8cea\u5fc5\u9808\u3067\u3001\u5c0e\u5165\u521d\u671f\u306e\u8a2d\u5099\u6295\u8cc7\u304c\u5927\u304d\u3044\u3068\u306e\u610f\u898b\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>\u6700\u65b0\u306eFLUX\u7cfb\u3084SDXL\u7b49\u3078\u306e\u5bfe\u5fdc\u30e2\u30c7\u30eb\u306f\u3001SD 1.5\u6642\u4ee3\u3068\u6bd4\u8f03\u3059\u308b\u3068\u6570\u304c\u5c11\u306a\u3044\u3068\u306e\u58f0\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>ControlNet\u306e\u5c0e\u5165\u4e8b\u4f8b<\/h2>\n<ul>\n<li><strong>\u5efa\u7bc9\u30d1\u30fc\u30b9\u5236\u4f5c<\/strong>\uff1a3D\u30e2\u30c7\u30eb\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u304b\u3089Canny\u62bd\u51fa\u2192ControlNet\u9069\u7528\u2192Stable Diffusion\u751f\u6210\u306e\u30d5\u30ed\u30fc\u3067\u3001\u69cb\u56f3\u56fa\u5b9a\u30d1\u30fc\u30b9\u91cf\u7523\u306b\u6d3b\u7528\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30b6\u30a4\u30f3<\/strong>\uff1a\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u306e\u69cb\u56f3\u56fa\u5b9a\u751f\u6210\u3067\u3001\u540c\u4e00\u69cb\u56f3\u30fb\u7570\u306a\u308b\u6750\u8cea\/\u30ab\u30e9\u30fc\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u51fa\u3057\u306b\u63a1\u7528\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u30a4\u30e9\u30b9\u30c8\u5236\u4f5c<\/strong>\uff1aOpenPose ControlNet\u3067\u30dd\u30fc\u30ba\u6307\u5b9a\u2192\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u751f\u6210\u3068\u3044\u3046\u5236\u4f5c\u30d5\u30ed\u30fc\u3067\u5229\u7528\u3055\u308c\u308b\u3002<\/li>\n<li><strong>\u81ea\u524dAI\u904b\u7528\u30c1\u30fc\u30e0<\/strong>\uff1aComfyUI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u307f\u3001\u7d44\u7e54\u306e\u81ea\u524d\u751f\u6210AI\u57fa\u76e4\u306e\u4e2d\u6838\u6280\u8853\u3068\u3057\u3066\u904b\u7528\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>ControlNet\u306f\u3001\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u767a\u306eLvmin Zhang\u6c0f\u3089\u304c\u958b\u767a\u3057\u305f\u3001\u62e1\u6563\u30e2\u30c7\u30eb\u306b\u7a7a\u9593\u6761\u4ef6\u3092\u4e0e\u3048\u3066\u751f\u6210\u7d50\u679c\u3092\u5236\u5fa1\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u62e1\u5f35\u6280\u8853\u3067\u3059\u3002\u30dd\u30fc\u30ba\u30fb\u6df1\u5ea6\u30fbCanny\u30fb\u30b9\u30b1\u30c3\u30c1\u7b49\u306e\u591a\u69d8\u306a\u6761\u4ef6\u3067\u751f\u6210\u3092\u5236\u5fa1\u3067\u304d\u3001Hugging Face\u306b50\u4ee5\u4e0a\u306e\u516c\u958b\u30e2\u30c7\u30eb\u304c\u6d41\u901a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u753b\u50cf\u751f\u6210\u306e\u5236\u5fa1\u6027\u3092\u9769\u547d\u7684\u306b\u5411\u4e0a\u3055\u305b\u305f\u6280\u8853\u3068\u3057\u3066\u3001AUTOMATIC1111\u30fbComfyUI\u30fbDiffusers\u7b49\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u6a19\u6e96\u88c5\u5099\u3055\u308c\u3001\u5efa\u7bc9\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u7b49\u306e\u7cbe\u5bc6\u306a\u5236\u4f5c\u3092\u81ea\u524d\u74b0\u5883\u3067\u5b9f\u73fe\u3057\u305f\u3044\u30d7\u30ed\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306b\u3068\u3063\u3066\u3001\u5fc5\u9808\u306e\u6280\u8853\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ControlNet\u306f\u3001\u62e1\u6563\u30e2\u30c7\u30eb\u306b\u7a7a\u9593\u6761\u4ef6\u3092\u4e0e\u3048\u3066\u751f\u6210\u7d50\u679c\u3092\u5236\u5fa1\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u62e1\u5f35\u6280\u8853\u3067\u3059\u3002 \u30dd\u30fc\u30ba\u30fb\u6df1\u5ea6\u30fbCanny\u30fb\u30b9\u30b1\u30c3\u30c1\u306a\u3069\u306e\u6761\u4ef6\u3092\u8ffd\u52a0\u3057\u3066Stable Diffusion\u7cfb\u306e\u751f\u6210\u7d50\u679c\u3092\u7d30\u304b\u304f\u64cd\u4f5c\u3067\u304d\u3001\u5efa\u7bc9 [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"db-type":[71,72],"class_list":["post-2367","persc_entity","type-persc_entity","status-publish","hentry","entity_type-ai","entity_type-ai-tool"],"acf":{"entity_kind":"ai-arch","official_url":"","pricing_type":false,"price_range":"","japanese_support":false,"os_support":[],"region":false,"related_posts":null},"_links":{"self":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/entity\/2367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/entity"}],"about":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/types\/persc_entity"}],"version-history":[{"count":2,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/entity\/2367\/revisions"}],"predecessor-version":[{"id":3734,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/entity\/2367\/revisions\/3734"}],"wp:attachment":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/media?parent=2367"}],"wp:term":[{"taxonomy":"entity_type","embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/db-type?post=2367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}