{"id":512,"date":"2026-09-19T16:46:17","date_gmt":"2026-09-19T07:46:17","guid":{"rendered":"https:\/\/ofo.jp\/?p=512"},"modified":"2026-09-20T04:47:28","modified_gmt":"2026-09-19T19:47:28","slug":"real-generative-ai","status":"publish","type":"post","link":"https:\/\/ofo.jp\/ja\/real-generative-ai\/","title":{"rendered":"\u5927\u5b66\u6559\u6388\u304c\u30a4\u30e4\u30a4\u30e4\u6559\u3048\u308b\u3001\u672c\u5f53\u306e\u751f\u6210AI\u306e\u8a71"},"content":{"rendered":"\n<div class=\"wp-block-group ofo-post-date is-layout-flex wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">\u63b2\u8f09\u65e5\u6642\uff1a<\/p>\n\n\n<p class=\"wp-block-paragraph\"><time datetime=\"2026-09-19T16:46:17+09:00\">2026\u5e749\u670819\u65e5 16:46\uff08JST\uff09<\/time><\/p>\n<\/div>\n\n\n\n<aside class=\"ofo-source-note\" aria-label=\"\u521d\u51fa\u306b\u3064\u3044\u3066\">\n<ul style=\"list-style-type: '\u203b '; padding-left: 1.5em;\">\n<li><small>\u672c\u8a18\u4e8b\u306f\u30012025\u5e74\u306b\u96d1\u8a8c\u7528\u3068\u3057\u3066\u57f7\u7b46\u3057\u305f\u539f\u7a3f\u3092\u3001Web\u63b2\u8f09\u5411\u3051\u306b\u4f53\u88c1\u3092\u6574\u3048\u305f\u3082\u306e\u3067\u3059\u3002\u521d\u51fa\uff1a\u300e\u30de\u30f3\u30ac\u8ad6\u4e8929\u300f\uff082025\u5e746\u67081\u65e5\u767a\u884c\uff09\u3002\u540c\u8a8c\u306e\u7d39\u4ecb\u30fb\u8cfc\u5165\u6848\u5185\u306f\u3001\u7de8\u96c6\u90e8\u304c\u904b\u55b6\u3059\u308b<a href=\"https:\/\/note.com\/manron_plus\/n\/n8afb89b6275b\">\u30de\u30f3\u30ac\u8ad6\u4e89Plus\u306e\u901a\u8ca9\u6848\u5185<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u672c\u6587\u4e2d\u306e\u300c2025\u5e745\u6708\u73fe\u5728\u300d\u306f\u521d\u51fa\u6642\u70b9\u3092\u6307\u3057\u307e\u3059\u3002<\/small><\/li>\n<\/ul>\n<\/aside>\n\n\n\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p 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class=\"wp-block-heading\">\u753b\u50cf\u751f\u6210\u306e\u6b74\u53f2\u306f\u6d45\u304f\u306a\u3044<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3066\u3001\u753b\u50cf\u751f\u6210AI\u306e\u6b74\u53f2\u306f\u3001\u6050\u3089\u304f\u307f\u306a\u3055\u3093\u304c\u60f3\u50cf\u3057\u3066\u3044\u308b\u3088\u308a\u306f\u9577\u3044\u3002\u4ee5\u4e0b\u3001\u305d\u306e\u6b74\u53f2\u3092\u7c21\u5358\u306b\u632f\u308a\u8fd4\u3063\u3066\u3044\u304d\u305f\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u307e\u308a\u5805\u82e6\u3057\u3044\u8ad6\u6587\u5f62\u5f0f\u306b\u306f\u3057\u305f\u304f\u306a\u3044\u304c\u6b63\u78ba\u6027\u3082\u62c5\u4fdd\u3057\u3066\u304a\u304d\u305f\u3044\u306e\u3067\u3001\u6280\u8853\u7528\u8a9e\u3084\u56fa\u6709\u540d\u8a5e\u306f\u3067\u304d\u308b\u3060\u3051\u8a18\u8ff0\u3057\u3066\u304a\u304f\u3002\u81ea\u5206\u3067\u8abf\u3079\u308b\u969b\u306b\u306f\u305d\u306e\u8fba\u3092\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u6b32\u3057\u3044\u3002\u6975\u5ea6\u306b\u6280\u8853\u7684\u306a\u8a71\u306f\u3057\u306a\u3044\u306e\u3067\u300c\u3042\u30fc\u306a\u308b\u307b\u3069\u3001\u3075\u3093\u3075\u3093\u3001\u305d\u3046\u3044\u3046\u8a71\u306d\u3001\u5206\u304b\u3063\u305f\u5206\u304b\u3063\u305f\u300d\u304f\u3089\u3044\u306e\u30c6\u30f3\u30b7\u30e7\u30f3\u3067\u3001\u6a2a\u6587\u5b57\u3092\u8aad\u3093\u3067\u3044\u3063\u3066\u6b32\u3057\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u78ba\u8a8d\u304c\u53ef\u80fd\u306a\u30a2\u30cb\u30e1\u30fb\u30de\u30f3\u30ac\u30fb\u30b2\u30fc\u30e0\u7cfb\u306e\u753b\u50cf\u751f\u6210AI\u306b\u9650\u3063\u3066\u8003\u3048\u308b\u3068\u3057\u3066\u3082\u30012019\u5e74\u306b\u306f\u201cThis Waifu Does Not Exist\u201d\uff08<a href=\"https:\/\/www.thiswaifudoesnotexist.net\/\">https:\/\/www.thiswaifudoesnotexist.net\/<\/a>\uff09\u3068\u3044\u3046Web\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u88c5\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002\u306a\u304a\u753b\u50cf\u53f3\u5074\u306e\u6587\u5b57\u306f\u3044\u308f\u3086\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u306a\u3044\u3002\u3053\u306e\u751f\u6210\u753b\u50cf\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u304c\u767b\u5834\u3059\u308b\u30a2\u30cb\u30e1\u306e\u7c97\u7b4b\u3092AI\u304c\u9069\u5f53\u306b\u3067\u3063\u3061\u4e0a\u3052\u305f\u3082\u306e\u3060\u3002\u3053\u306e\u5f53\u6642\u306f\u3001\u307e\u3060\u8a00\u8449\u304b\u3089\u7d75\u3092\u751f\u6210\u3059\u308b\u3068\u3044\u3046\u767a\u60f3\u304c\u306a\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"e9e5e1\" data-has-transparency=\"false\" style=\"--dominant-color: #e9e5e1;\" loading=\"lazy\" decoding=\"async\" width=\"1650\" height=\"1014\" src=\"https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/01-this-waifu-does-not-exist.png\" alt=\"This Waifu Does Not Exist\u306e\u751f\u6210\u4f8b\" class=\"wp-image-509 not-transparent\" srcset=\"https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/01-this-waifu-does-not-exist.png 1650w, https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/01-this-waifu-does-not-exist-300x184.png 300w, https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/01-this-waifu-does-not-exist-1024x629.png 1024w, https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/01-this-waifu-does-not-exist-768x472.png 768w, https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/01-this-waifu-does-not-exist-1536x944.png 1536w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/gwern.net\/doc\/ai\/nn\/gan\/stylegan\/anime\/thiswaifudoesnotexist.png\">\u201cThis Waifu Does Not Exist\u201d\u306e\u751f\u6210\u4f8b\uff08\u51fa\u5178\uff1aGwern Branwen\uff09<\/a><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u540c\u5e747\u6708\u306b\u30ed\u30b5\u30f3\u30bc\u30eb\u30b9\u3067\u958b\u50ac\u3055\u308c\u305fAnime Expo 2019\u3067\u306f\u3001sizigi studio\u3068\u3044\u3046\u5225\u306e\u65b9\u306b\u3088\u308bWaifu Labs\uff08<a href=\"https:\/\/waifulabs.com\/\">https:\/\/waifulabs.com\/<\/a>)\u3068\u3044\u3046\u5b9f\u88c5\u3082\u51fa\u5c55\u3055\u308c\u305f\u3002\u5f53\u6642\u306e\u65e5\u672c\u3067\u3082Engadget\u3084Gigazine\u306a\u3069\u306e\u6280\u8853\u7cfb\u30cb\u30e5\u30fc\u30b9\u3092\u6271\u3046Web\u30e1\u30c7\u30a3\u30a2\u306f\u8a18\u4e8b\u306b\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u8a18\u61b6\u304b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u5965\u5e95\u304b\u3089\u6398\u308a\u8d77\u3053\u3057\u3066\u307f\u3066\u6b32\u3057\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306eAI\u306f\u3001GAN\uff08Generative Adversarial Network\uff09\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3092\u57fa\u672c\u3068\u3057\u3066\u3044\u308b\u3002\u307e\u305aOpenCV\uff08Open Computer Vision Library\uff09\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u30cd\u30c3\u30c8\u4e0a\u306b\u5b58\u5728\u3059\u308b\u7d75\u306e\u9854\u306e\u90e8\u5206\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u305f\u753b\u50cf\u3092\u5927\u91cf\u306b\u96c6\u3081\u3066\u304d\u3066\u5b66\u7fd2\u7d20\u6750\u3068\u3057\u3001\u305d\u308c\u3089\u3092\u6f5c\u5728\u30d9\u30af\u30c8\u30ebz\u3078\u3068\u5909\u63db\u3057\u305f\u3002\u306a\u304a\u3053\u306ez\u3068\u3044\u3046\u8b0e\u306e\u591a\u6b21\u5143\u30d9\u30af\u30c8\u30eb\u304c\u3001\u4e00\u4f53\u4f55\u306e\u5411\u304d\u3068\u91cf\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u304b\u306f\u3001\u6b63\u76f4\u4ffa\u3082\u305c\u3093\u305c\u3093\u5206\u304b\u3063\u3066\u306a\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u306f\u3044\u3048\u3053\u306e\u4ed5\u7d44\u307f\u304c\u5f53\u6642\u753b\u671f\u7684\u3060\u3063\u305f\u306e\u306f\u3001\u5185\u5074\u306b\u751f\u6210\u5668\uff08Generator\uff09\u3068\u8b58\u5225\u5668\uff08Discriminator\uff09\u3068\u3044\u30462\u3064\u306e\u8133\u5473\u564c\u3092\u7528\u610f\u3057\u305f\u3068\u3053\u308d\u306b\u3042\u308b\u3002\u751f\u6210\u5668\u304c\u751f\u6210\u3057\u305f\u753b\u50cf\u3092\u8b58\u5225\u5668\u304c\u8a55\u4fa1\u3057\u3066OK\u3084NG\u3092\u51fa\u3059\u3053\u3068\u3067\u3001\u6a5f\u68b0\u540c\u58eb\u304c\u7af6\u3044\u5408\u3063\u3066\u751f\u6210\u7269\u306e\u54c1\u8cea\u3092\u4e0a\u3052\u308b\u3068\u3044\u3046\u65b9\u6cd5\u3092\u53d6\u3063\u305f\u306e\u3060\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u308b\u753b\u50cf\u306e\u8cea\u306f\u3001\u5f53\u6642\u3068\u3057\u3066\u306f\u304b\u306a\u308a\u5411\u4e0a\u3057\u305f\u3002\u5c11\u306a\u304f\u3068\u3082\u3001\u30d0\u30b1\u30e2\u30ce\u3067\u306f\u306a\u304f\u4e00\u5fdc\u30a2\u30cb\u30e1\u30ad\u30e3\u30e9\u3063\u307d\u3044\u9854\u306b\u898b\u3048\u308b\u30d4\u30af\u30bb\u30eb\u306e\u96c6\u5408\u4f53\u304c\u3001\u304b\u306a\u308a\u9ad8\u901f\u306b\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3053\u308c\u3089\u306e\u5b9f\u88c5\u306f\u3001\u6b63\u65b9\u5f62\u306e\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u306e\u3069\u771f\u3093\u4e2d\u306b\u9854\u306e\u30af\u30ed\u30fc\u30ba\u30a2\u30c3\u30d7\u304c\u5165\u3063\u3066\u3044\u308b\u30a2\u30a4\u30b3\u30f3\u307f\u305f\u3044\u306a\u7d75\u3057\u304b\u751f\u6210\u3067\u304d\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u5f53\u6642\u751f\u6210AI\u306e\u5927\u304d\u306a\u300c\u554f\u984c\u5316\u300d\u306b\u307e\u3067\u81f3\u308b\u3053\u3068\u306f\u306a\u304b\u3063\u305f\u3002\u307b\u3068\u3093\u3069\u306e\u7d75\u63cf\u304d\u306f\u3001AI\u306e\u751f\u6210\u3059\u308b\u753b\u50cf\u306e\u51fa\u6765\u306e\u60aa\u3055\u3092\u30d0\u30ab\u306b\u3057\u305f\u304b\u3001\u3042\u308b\u3044\u306f\u5358\u306b\u5b58\u5728\u3092\u77e5\u3089\u306a\u3044\u307e\u307e\u305d\u306e\u6642\u4ee3\u3092\u901a\u308a\u904e\u304e\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u72b6\u6cc1\u304c\u5927\u304d\u304f\u5909\u308f\u3063\u305f\u306e\u306f\u3001Google Research\u306eJonathan Ho\u3089\u304c\u30012020\u5e74\u306bDDPM\uff08Denoising Diffusion Probabilistic Models\uff09\u3068\u3044\u3046\u767a\u60f3\u3092\u63d0\u6848\u3057\u305f\u3053\u3068\u306b\u7aef\u3092\u767a\u3059\u308b\u3002\u3082\u3057\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u304c\u8ab0\u304b\u3092\u6bba\u3057\u306b\u672a\u6765\u304b\u3089\u6765\u308b\u3068\u3057\u305f\u3089J. Ho\u306f\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u5165\u3063\u3066\u3044\u3066\u304a\u304b\u3057\u304f\u306a\u3044\u3002\u305d\u308c\u304f\u3089\u3044\u91cd\u8981\u306a\u767a\u60f3\u306e\u8ee2\u63db\u3060\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DDPM\u3067\u306f\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5\u3092\u76f4\u63a5\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u52c9\u5f37\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u3044\u307e\u30cd\u30c3\u30c8\u4e0a\u306b\u5b58\u5728\u3057\u3066\u3044\u308b\u7dba\u9e97\u306a\u753b\u50cf\u306b\u3001\u5c11\u3057\u3060\u3051\u30ce\u30a4\u30ba\u3092\u4e57\u305b\uff08\u6c5a\u3057\uff09\u3066\u3001\u305d\u308c\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u7dba\u9e97\u306b\u3059\u308b\u3068\u3044\u3046\u7df4\u7fd2\u3092\u7e70\u308a\u8fd4\u3055\u305b\u308b\u3053\u3068\u306b\u3057\u305f\u3002\u3053\u306e\u7df4\u7fd2\u3092\u4f55\u5ea6\u3082\u4f55\u5ea6\u3082\u4f55\u5ea6\u3082\u4f55\u5ea6\u3082\u4f55\u5ea6\u3082\u3001\u8981\u3059\u308b\u306b\u4f55\u5104\u56de\u3082\u7e70\u308a\u8fd4\u3057\u3066\u3044\u304f\u3068\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u3082\u300c\u609f\u308a\u3092\u958b\u304f\u300d\u3053\u3068\u304c\u51fa\u6765\u308b\u3002\u3064\u307e\u308a\u3001\u304d\u3063\u305f\u306a\u3044\u30ce\u30a4\u30ba\u3060\u3051\u3092\u4e0e\u3048\u3089\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3001\u305d\u306e\u30ce\u30a4\u30ba\u3092\u5fb9\u5e95\u7684\u306b\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3001\u306a\u3093\u304b\u7dba\u9e97\u306a\u7d75\u201c\u306e\u3088\u3046\u306a\u3082\u306e\u201d\u3092\u4f5c\u308c\u3066\u3057\u307e\u3046\u3088\u3046\u306b\u306a\u308b\u306e\u3060\u3002\u3053\u308c\u304cDDPM\u306e\u57fa\u672c\u7684\u306a\u767a\u60f3\u3060\u3002\u3053\u306eDDPM\u306b\u3088\u3063\u3066\u753b\u50cf\u751f\u6210\u306f\u5927\u304d\u306a\u8ee2\u63db\u3092\u8fce\u3048\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3078\u30012010\u5e74\u4ee3\u304b\u3089\u305a\u3063\u3068\u7814\u7a76\u3055\u308c\u3066\u3044\u305fLatent Space\uff08\u6f5c\u5728\u7a7a\u9593\uff09\u3068\u3044\u3046\u6982\u5ff5\u304c\u7d50\u5408\u3057\u3066\u3044\u304f\u3002\u4eba\u9593\u306b\u306f\u3046\u307e\u304f\u89b3\u6e2c\u3057\u305f\u308a\u8a00\u8449\u306b\u3057\u305f\u308a\u3067\u304d\u306a\u3044\u304c\u3001\u7d75\u306e\u4e0a\u624b\u30fb\u4e0b\u624b\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u4f55\u3089\u304b\u306e\u9055\u3044\u304c\u3042\u308b\u306f\u305a\u3060\u3002\u3067\u3082\u305d\u308c\u3089\u306f\u300c\u6f5c\u5728\u7a7a\u9593\u300d\u3068\u3044\u3046\u3001\u4eba\u9593\u306b\u306f\u3082\u3046\u624b\u306e\u5c4a\u304b\u306a\u3044\u8b0e\u306e\u4e16\u754c\u306e\u305f\u304f\u3055\u3093\u306e\u5909\u6570\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u306b\u3057\u305f\u3002\u3064\u307e\u308a\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u307e\u307e\u6271\u3046\u3053\u3068\u306b\u6c7a\u3081\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306bCLIP\uff08Contrastive Language-Image Pre-Training\uff09\u3068\u3044\u3046\u6280\u8853\u306e\u8a95\u751f\u3067\u3001\u9ad8\u5ea6\u306a\u753b\u50cf\u751f\u6210AI\u306e\u8a95\u751f\u306f\u5fc5\u7136\u3068\u306a\u3063\u305f\u3002CLIP\u306f\u30df\u30e5\u30f3\u30d8\u30f3\u5927\u5b66\u306eCompVis\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3057\u305f\u3082\u306e\u3067\u3001\u8b0e\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u305f\u308b\u6f5c\u5728\u7a7a\u9593\u306e\u4e2d\u306b\u3001\u8a00\u8449\u3068\u753b\u50cf\u3092\u30bb\u30c3\u30c8\u3067\u4f4d\u7f6e\u3065\u3051\u3066\u3057\u307e\u304a\u3046\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3060\u3002\u3042\u308b\u753b\u50cf\u306b\u4f55\u304c\u63cf\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u3001\u753b\u50cf\u306e\u30d4\u30af\u30bb\u30eb\u3060\u3051\u306e\u89e3\u6790\u304b\u3089\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u7406\u89e3\u3055\u305b\u308b\u3068\u3044\u3046\u306e\u306f\u6975\u3081\u3066\u96e3\u5100\u3067\u3042\u308b\u3002\u3068\u3044\u3046\u304b\u3001\u305d\u306e\u8a66\u307f\u306f\u3064\u3044\u305e\u6e80\u8db3\u306b\u306f\u6210\u529f\u3057\u3066\u3044\u306a\u3044\u30022015\u5e74\u306b\u306f\u3001Google Photo\u3067\u30b4\u30ea\u30e9\u3068\u9ed2\u4eba\u306e\u533a\u5225\u3092\u3064\u3051\u3089\u308c\u306a\u3044\u3068\u3044\u3046\u4e8b\u4ef6\u304c\u767a\u751f\u3057\u305f\u308a\u3057\u3066\u63c9\u3081\u306b\u63c9\u3081\u305f\u3053\u3068\u3092\u3054\u8a18\u61b6\u306e\u65b9\u3082\u304a\u3089\u308c\u308b\u3068\u601d\u3046\u3002\u5f53\u6642\u306f\u3001\u304c\u3093\u3070\u3063\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u6559\u3048\u3066\u3044\u3051\u3070\u5199\u771f\u306b\u4f55\u304c\u5199\u3063\u3066\u3044\u308b\u304b\u306e\u5206\u985e\u304f\u3089\u3044\u5b8c\u74a7\u306b\u300c\u51fa\u6765\u3089\u3041\uff01\u300d\u3068\u8003\u3048\u3066\u3044\u305f\u308f\u3051\u3067\u306f\u3042\u308b\u304c\u3001\u6b8b\u5ff5\u306a\u304c\u3089\u305d\u308c\u306f\u3042\u3093\u307e\u308a\u4e0a\u624b\u304f\u306f\u3044\u304b\u306a\u304b\u3063\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u304b\u3057\u3001\u3067\u3042\u308b\u3002SNS\u306a\u3069\u3067\u4eba\u9593\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u753b\u50cf\u306b\u306f\u3001\u5927\u4f53\u4eba\u9593\u304c#\u3092\u3064\u3051\u3066\u753b\u50cf\u306e\u4e2d\u8eab\u3092\u8aac\u660e\u3057\u3066\u3044\u308b\u300c\u30bf\u30b0\u300d\u3068\u3044\u3046\u3082\u306e\u304c\u5b58\u5728\u3057\u3066\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u306a\u3089\u3070\u3001\u305d\u306e\u753b\u50cf\u306e\u4e2d\u8eab\u306f\u305d\u306e\u30bf\u30b0\u306e\u8a00\u8449\u306e\u5bfe\u8c61\u304c\u5199\u3063\u3066\u3044\u308b\u30fb\u63cf\u304b\u308c\u3066\u3044\u308b\u306e\u3060\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3002\u305d\u308c\u3092\u6559\u3048\u8fbc\u3081\u3070\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u8a00\u8449\u3068\u7d75\u3068\u306e\u95a2\u4fc2\u3082\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ff5\u306e\u70ba\u5fa9\u7fd2\u3057\u3066\u304a\u304f\u304c\u3001\u751f\u6210AI\u306e\u5b66\u7fd2\u3057\u305f\u6210\u679c\u3001\u30e2\u30c7\u30eb\u3068\u547c\u3070\u308c\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u306b\u306f\u3001\u5b66\u7fd2\u3055\u308c\u305f\u7d75\u306e\u30b3\u30d4\u30fc\u304c\u5165\u3063\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u8a18\u9332\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u3088\u304f\u5206\u304b\u3089\u306a\u3044\u6f5c\u5728\u7a7a\u9593\u3068\u3044\u3046\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u4e16\u754c\u306e\u4e2d\u3067\u5727\u7e2e\u3055\u308c\u3066\u3044\u308b\u7279\u5fb4\u91cf\uff08\u30d9\u30af\u30c8\u30eb\uff09\u3067\u3042\u308b\u3002\u305d\u306e\u30d9\u30af\u30c8\u30eb\u304c\u3069\u3063\u3061\u3092\u5411\u3044\u3066\u3044\u3066\u3069\u3093\u306a\u91cf\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u3082\u306f\u3084\u751f\u8eab\u306e\u4eba\u9593\u3067\u7406\u89e3\u3067\u304d\u308b\u4eba\u306f\u3069\u3053\u306b\u3082\u3044\u306a\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066DDPM\u3001\u6f5c\u5728\u7a7a\u9593\u306b\u5024\u3092\u5165\u308c\u305f\u308a\u51fa\u3057\u305f\u308a\u3059\u308bVAE\uff08Variational Autoencoder\uff09\u3001\u305d\u3053\u306b\u8a00\u8449\u3068\u7d75\u306e\u4e21\u65b9\u3092\u5165\u308c\u3089\u308c\u308bCLIP\u306a\u3069\u304c\u5408\u308f\u3055\u3063\u3066\u30012022\u5e74\u306b\u8a00\u8449\u304b\u3089\u753b\u50cf\u3092\u4f5c\u308b\u4ed5\u7d44\u307f\u3068\u3057\u3066Stable Diffusion\u304c\u3001\u305d\u3057\u3066\u7279\u306b\u30a2\u30cb\u30e1\u7cfb\u306e\u7d75\u306b\u7279\u5316\u3057\u305fWeb\u304b\u3089\u4f7f\u3048\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308bNovel AI\uff08\u70ba\u5ff5\u3001Novel AI\u306e\u4e2d\u8eab\u306fStable Diffusion\u3067\u3042\u308b\uff09\u3068\u3044\u3046\u3082\u306e\u304c\u8a95\u751f\u3057\u305f\u3002\u753b\u50cf\u751f\u6210AI\u304c\u591a\u304f\u306e\u4eba\u306e\u76ee\u306b\u6b62\u307e\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u306f\u30012025\u5e745\u6708\u73fe\u5728\u304b\u3089\u632f\u308a\u8fd4\u308c\u3070\u3001\u3060\u3044\u305f\u30443\u5e74\u304f\u3089\u3044\u524d\u304b\u3089\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u751f\u6210AI\u304c\u672c\u5f53\u306b\u300c\u76d7\u3093\u3067\u300d\u3044\u308b\u3082\u306e<\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u78ba\u304b\u306b\u3001\u6211\u3005\u304c\u6587\u5b57\u3092\u66f8\u3044\u305f\u308a\u7d75\u3092\u63cf\u3044\u305f\u308a\u97f3\u697d\u3092\u4f5c\u3063\u305f\u308a\u3001\u3042\u308b\u3044\u306f\u56f2\u7881\u3092\u3057\u305f\u308a\u5c06\u68cb\u3092\u3057\u305f\u308a\u3001\u5165\u5b66\u8a66\u9a13\u306a\u308a\u53f8\u6cd5\u8a66\u9a13\u306a\u308a\u306b\u5408\u683c\u3057\u305f\u308a\u3068\u3044\u3046\u306e\u306f\u3001\u3059\u3079\u3066\u4eba\u9593\u306e\u5f8c\u5929\u7684\u306a\u300c\u5b66\u7fd2\u300d\u306b\u3088\u3063\u3066\u306e\u307f\u5b9f\u73fe\u3067\u304d\u308b\u3082\u306e\u3060\u3002\u3053\u306e\u300c\u5b66\u7fd2\u300d\u306e\u6210\u679c\u306f\u907a\u4f1d\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u304b\u3089\u3001\u305b\u3044\u305c\u3044\u751f\u304d\u3066\u3044\u308b\u9593\u306e\u6570\u5341\u5e74\u9593\u5206\u304f\u3089\u3044\u3057\u304b\u7a4d\u307f\u4e0a\u3052\u304c\u51fa\u6765\u306a\u3044\u3002\u4eca\u306e\u30db\u30e2\u30fb\u30b5\u30d4\u30a8\u30f3\u30b9\u3068\u3044\u3046\u7a2e\u3068\u3057\u3066\u7372\u5f97\u3057\u3066\u304d\u305f\u8a8d\u77e5\u3084\u904b\u52d5\u306e\u80fd\u529b\u5168\u822c\u306b\u306f\u3001\u6700\u4f4e\u3067\u3082\u6570\u4e07\u5e74\u9593\u306e\u751f\u7269\u3068\u3057\u3066\u306e\u6b74\u53f2\u304c\u3042\u308b\u3002\u5f53\u7136\u306a\u304c\u3089\u30ec\u30d9\u30eb\u304c\u9055\u3046\u3068\u3044\u3046\u3082\u306e\u3060\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u306f\u3053\u308c\u306f\u300c\u30e2\u30e9\u30d9\u30c3\u30af\u306e\u30d1\u30e9\u30c9\u30c3\u30af\u30b9\u300d\u3068\u3044\u3046\u3002\u5148\u306e\u7ae0\u3067\u300c\u30cd\u30c3\u30c8\u4e0a\u306e\u30a2\u30cb\u30e1\u3063\u307d\u3044\u7d75\u306e\u751f\u6210\u306b\u9650\u308b\u3068\u3057\u3066\u3082\u7d50\u69cb\u53e4\u3044\u305e\u300d\u3068\u7559\u4fdd\u3092\u3064\u3051\u305f\u306e\u306b\u306f\u3061\u3083\u3093\u3068\u610f\u5473\u304c\u3042\u308b\u3002\u305d\u3082\u305d\u3082AI\u7814\u7a76\u306a\u3093\u3066\u4f55\u5341\u5e74\u3082\u3084\u3063\u3066\u3044\u308b\u306e\u3060\u3002\u3053\u306e\u30d1\u30e9\u30c9\u30c3\u30af\u30b9\u81ea\u4f53\u306f50\u5e74\u8fd1\u304f\u524d\u306b\u767a\u898b\u3055\u308c\u305f\u8ab2\u984c\u3067\u3001\u3053\u306e\u4eba\u9593\u3089\u3057\u3044\u77e5\u7684\u55b6\u70ba\u3060\u3068\u601d\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u5b9f\u306e\u3068\u3053\u308d\u4eba\u9593\u306f\u5927\u3057\u3066\u4e0a\u624b\u3058\u3083\u306a\u3044\u3068\u3044\u3046\u767a\u898b\u3053\u305d\u304cAI\u7814\u7a76\u306e\u6700\u5927\u306e\u6210\u679c\u3060\u3068\u3044\u3046\u7814\u7a76\u8005\u3082\u3044\u308b\uff08\u30d4\u30fc\u30bf\u30fc\u30fb\u30b7\u30f3\u30ac\u30fc\u3068\u3044\u3046\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u4ee3\u306f\u3001\u6211\u3005\u304c\u300c\u77e5\u7684\u300d\u3067\u96e3\u3057\u3044\u3068\u601d\u3063\u3066\u3044\u305f\u3053\u3068\u306e\u591a\u304f\u304c\u3001\u5b9f\u306f\u5927\u3057\u3066\u96e3\u5100\u306a\u3053\u3068\u3067\u306f\u306a\u304b\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u304b\uff1f\u3068\u3044\u3046\u7591\u7fa9\u304c\u7a81\u304d\u3064\u3051\u3089\u308c\u3066\u3044\u308b\u2026\u2026\u3044\u3084\u3001\u305d\u3046\u3067\u306f\u306a\u3044\u306a\u3002\u6211\u3005\u306f\u300c\u77e5\u7684\u300d\u3067\u96e3\u3057\u305d\u3046\u306a\u3053\u3068\u3092\u5049\u3044\u3053\u3068\u3060\u7acb\u6d3e\u306a\u3053\u3068\u3060\u3068\u601d\u3063\u3066\u3044\u305f\u3051\u308c\u3069\u3001\u5b9f\u306f\u305d\u308c\u306f\u5049\u3044\u308f\u3051\u3067\u3082\u3059\u3054\u3044\u308f\u3051\u3067\u3082\u306a\u3044\u3093\u3058\u3083\u306a\u3044\u304b\uff1f \u5f37\u3044\u3066\u8a00\u3046\u306a\u3089\u300c\u3061\u3087\u3063\u3068\u5909\u300d\u304f\u3089\u3044\u306a\u3060\u3051\u306a\u3093\u3058\u3083\u306a\u3044\u304b\uff1f \u3068\u3044\u3046\u3088\u3046\u306a\u554f\u304c\u7a81\u304d\u3064\u3051\u3089\u308c\u3066\u3044\u308b\u306e\u3060\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u3005\u306f\u7d75\u304c\u77e5\u7684\u306a\u55b6\u70ba\u3060\u304b\u3089\u597d\u304d\u306a\u306e\u304b\uff1f \u305d\u308c\u306f\u9593\u9055\u3044\u306a\u304f\u9055\u3046\u3002\u7d75\u306f\u3082\u3063\u3068\u3001\u4eba\u9593\u306e\u60c5\u5ff5\u3084\u8eab\u4f53\u3068\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u3082\u306e\u306e\u306f\u305a\u3060\u3002\u9006\u306b\u8003\u3048\u308c\u3070\u3001\u305d\u3046\u3044\u3046\u60c5\u5ff5\u3068\u3064\u306a\u304c\u3063\u3066\u3044\u306a\u3044\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306e\u4e09\u9762\u56f3\u306e\u3088\u3046\u306a\u7d75\u3084\u3001\u7279\u306b\u5927\u304d\u306a\u610f\u5473\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u30a2\u30cb\u30e1\u306e\u30a4\u30e1\u30fc\u30b8BG\u3084\u3001\u4eca\u306e\u5834\u9762\u304c\u8857\u4e2d\u3067\u3042\u308b\u3053\u3068\u3092\u4f1d\u3048\u3055\u3048\u3059\u308c\u3070\u3044\u3044\u3088\u3046\u306a\u80cc\u666f\u306e\u30d3\u30eb\u306e\u7d75\u3068\u304b\u3001\u899a\u609f\u3092\u6c7a\u3081\u3066\u3082\u3063\u3068\u8a00\u3063\u3061\u3083\u3048\u3070\u3001\u51e1\u767e\u306e\u30c6\u30f3\u30d7\u30ec\u7f8e\u5c11\u5973\u304c\u30cb\u30b3\u30c3\u3068\u30d1\u30c1\u30c3\u3068\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u7d75\u306f\u3001\u5225\u306bAI\u306b\u63cf\u3044\u3066\u3082\u3089\u3063\u3066\u5168\u304f\u304b\u307e\u308f\u306a\u3044\u3093\u3058\u3083\u306a\u304b\u308d\u3046\u304b\u3002\u305d\u3093\u306a\u3082\u3093\u306f\u3001\u3076\u3063\u3061\u3083\u3051\u5927\u3057\u3066\u77e5\u7684\u3067\u3082\u306a\u3044\u3057\u5275\u9020\u7684\u3067\u3082\u306a\u3044\u306e\u3060\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"95867b\" data-has-transparency=\"false\" style=\"--dominant-color: #95867b;\" loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/02-noncreative-example.png\" alt=\"\u753b\u50cf\u751f\u6210AI\u3067\u751f\u6210\u3057\u305f\u3001\u5275\u4f5c\u6027\u304c\u306a\u3044\u3068\u7b46\u8005\u306e\u8003\u3048\u308b\u753b\u50cf\u4f8b\" class=\"wp-image-510 not-transparent\" srcset=\"https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/02-noncreative-example.png 768w, https:\/\/ofo.jp\/wp-content\/uploads\/2026\/09\/02-noncreative-example-225x300.png 225w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\">\u753b\u50cf\u751f\u6210AI\u3067\u751f\u6210\u3057\u305f\u3001\u5275\u4f5c\u6027\u304c\u306a\u3044\u3068\u7b46\u8005\u306e\u8003\u3048\u308b\u753b\u50cf\u4f8b<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b46\u8005\u306b\u306f\u3001\u6027\u7656\u306a\u3089\u58f2\u308b\u307b\u3069\u3042\u308b\u304c\u3001\u4eba\u9593\u3089\u3057\u304f\u5927\u3057\u3066\u300c\u77e5\u7684\u300d\u306a\u55b6\u70ba\u304c\u5f97\u610f\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u751f\u6210AI\u306b\u305d\u306e\u82e6\u624b\u306a\u77e5\u7684\u55b6\u70ba\u3092\u52a9\u3051\u3066\u3082\u3089\u304a\u3046\u3068\u601d\u3063\u3066\u3044\u308b\u3002\u3060\u304b\u3089\u81ea\u5206\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306bStable Diffusion\u3092\u5165\u308c\u3001\u9ad8\u4fa1\u306aGPU\u3092\u30d6\u30f3\u56de\u3057\u3066\u3001\u81ea\u5206\u306e\u3053\u306e20\u5e74\u304f\u3089\u3044\u306e\u7d75\u3092\u5168\u90e8\u899a\u3048\u8fbc\u307e\u305b\u3066\u3044\u308b\u3002\u305d\u3093\u306a\u3053\u3068\u3092\u3084\u3063\u3066\u3069\u3093\u306a\u7d75\u3092\u751f\u6210\u3057\u3066\u3044\u308b\u306e\u304b\u30921\u679a\u3060\u3051\u7d39\u4ecb\u3057\u3066\u304a\u3053\u3046\u3002\u7e70\u308a\u8fd4\u3059\u304c\u3001\u4eba\u9593\u306f\u201c\u5927\u3057\u3066\u7d75\u304c\u5f97\u610f\u3058\u3083\u306a\u3044\u201d\u306e\u3067\u3001\u305d\u306e\u5f97\u610f\u3058\u3083\u306a\u3044\u90e8\u5206\u3092\u624b\u4f1d\u3063\u3066\u3082\u3089\u3063\u3066\u3044\u308b\u306e\u3060\u3002\u624b\u4f1d\u308f\u305b\u3066\u3044\u308b\u306e\u306f\u4e3b\u306b\u69cb\u56f3\u3068\u914d\u8272\u3067\u3042\u308b\u3002\u3053\u308c\u306f\u753b\u50cf\u751f\u6210AI\u304c\u3079\u3089\u307c\u3046\u306b\u5f97\u610f\u306a\u30b8\u30e3\u30f3\u30eb\u3068\u8a00\u3048\u3088\u3046\u3002\u3064\u307e\u308a\u3001\u7d75\u306e\u69cb\u56f3\u3084\u914d\u8272\u306b\u306f\u3001\u4f55\u304b\u666e\u904d\u7684\u306a\u6b63\u89e3\u3068\u3044\u3063\u3066\u3044\u3044\u3088\u3046\u306a\u30eb\u30fc\u30eb\u304c\u3042\u308b\u306e\u3060\u308d\u3046\u3002\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3067\u3042\u308b\u6f5c\u5728\u7a7a\u9593\u306e\u4e2d\u306b\u306f\u7b54\u3048\u3063\u307d\u3044\u3082\u306e\u304c\u57cb\u307e\u3063\u3066\u3044\u308b\u306e\u3060\u304b\u3089\u3002\u305d\u306e\u8fba\u308a\u306e\u8ffd\u6c42\u3092\u3053\u306e\u6570\u5e74\u9593\u4ffa\u306f\u5ef6\u3005\u3068\u3084\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3088\u304b\u3063\u305f\u3089\u6280\u8853\u66f8\u5178\u3068\u3044\u3046\u30a4\u30d9\u30f3\u30c8\u304b\u96fb\u5b50\u66f8\u7c4d\u58f2\u308a\u5834\u306b\u3067\u3082\u6765\u3066\u4e0b\u3055\u3044\uff08\u30c0\u30ec\u30de\uff09\u3002<a href=\"https:\/\/techbookfest.org\/organization\/6326160141058048\">https:\/\/techbookfest.org\/organization\/6326160141058048<\/a><\/p>\n\n\n\n<p 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