{"id":312,"date":"2022-02-20T09:58:35","date_gmt":"2022-02-20T00:58:35","guid":{"rendered":"https:\/\/2045real.com\/?p=312"},"modified":"2022-02-20T09:59:09","modified_gmt":"2022-02-20T00:59:09","slug":"gan%ef%bc%88%e6%95%b5%e5%af%be%e7%9a%84%e7%94%9f%e6%88%90%e3%83%8d%e3%83%83%e3%83%88%e3%83%af%e3%83%bc%e3%82%af%ef%bc%89%e3%81%a8%e3%83%87%e3%82%a3%e3%83%bc%e3%83%97%e3%83%a9%e3%83%bc%e3%83%8b","status":"publish","type":"post","link":"https:\/\/2045real.com\/?p=312","title":{"rendered":"GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u306e\u95a2\u4fc2"},"content":{"rendered":"\n

GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09<\/h2>\n\n\n\n

GAN\u3068\u306f<\/strong><\/h3>\n\n\n\n

GAN\u3068\u306f\u3001Generative Adversarial Network\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u547c\u3070\u308c\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002GAN\u306f\u30c7\u30fc\u30bf\u304b\u3089\u7279\u5fb4\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u5728\u3057\u306a\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u5b58\u5728\u3059\u308b\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u306b\u6cbf\u3063\u3066\u5909\u63db\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

GAN\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\u306f\u3001Generator\uff08\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09Discriminator\uff08\u8b58\u5225\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306e\uff12\u3064\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u4e92\u3044\u306b\u7af6\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u5b9f\u5b58\u3057\u306a\u3044\u30c7\u30fc\u30bf\u3092\u4f5c\u308a\u51fa\u3059\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n

\u672c\u7269\u306b\u4f3c\u305b\u3066\u30c7\u30fc\u30bf\u3092\u4f5c\u308a\u51fa\u3059Generator\u3068\u672c\u7269\u306e\u30c7\u30fc\u30bf\u3068\u898b\u6bd4\u3079\u3066\u3001\u672c\u7269\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u9451\u5b9aDiscriminator\u3092\u7af6\u4e89\u3055\u305b\u308b\u3088\u3046\u306a\u5f62\uff08\u6575\u5bfe\u7684\uff09\u3067\u3001\u5b66\u7fd2\u3055\u305b\u307e\u3059\u3002\u507d\u7269\u3092\u4f5c\u308b\u5f79\u5272\u3068\u507d\u7269\u3092\u898b\u7834\u308b\u4ed5\u7d44\u307f\u3092\u7af6\u308f\u305b\u3066\u3001\u6559\u5e2b\u306a\u3057\u3067\u5b66\u7fd2\u304c\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002\u5f93\u6765\u306e\u6df1\u5c64\u5b66\u7fd2\uff08\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff09\u3067\u306f\u3001\u5b66\u7fd2\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u9808\u3067\u3057\u305f\u304c\u3001GAN\u3067\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u554f\u984c\u3092\u88dc\u3046\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

GAN\u304c\u60aa\u7528\u3055\u308c\u308b\u30ea\u30b9\u30af\u3068\u306f<\/strong><\/h3>\n\n\n\n

GAN\u306f\u753b\u671f\u7684\u306a\u4ed5\u7d44\u307f\u306a\u306e\u3067\u3059\u304c\u3001\u60aa\u7528\u3055\u308c\u308b\u30ea\u30b9\u30af\u304c\u6570\u591a\u304f\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u3001\u6280\u8853\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u3063\u3066\u3086\u304f\u3053\u3068\u3067\u4e00\u756a\u554f\u984c\u306b\u306a\u308b\u306e\u306f\u3001\u305d\u306e\u6280\u8853\u306e\u4f7f\u3044\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n

GAN\u3092\u4f7f\u3048\u3070\u753b\u50cf\u751f\u6210\u306e\u54c1\u8cea\u3084\u7cbe\u5ea6\u306f\u5287\u7684\u306b\u5411\u4e0a\u3057\u307e\u3059\u304c\u3001\u540c\u6642\u306b\u4eba\u9593\u306e\u76ee\u3067\u306f\u5224\u5225\u304c\u3064\u304b\u306a\u3044\u3088\u3046\u306a\u7cbe\u5ea6\u306e\u9ad8\u3044\u507d\u7269\uff08\u30d5\u30a7\u30a4\u30af\uff09\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u69d8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u79c1\u305f\u3061\u306f\u3001\u300c\u3044\u3044\u3053\u3068\u306b\u4f7f\u3046\u3064\u3082\u308a\u3067\u4f5c\u3063\u305f\u30c4\u30fc\u30eb\u306f\u60aa\u3044\u3053\u3068\u306b\u3082\u4f7f\u3048\u308b\u300d\u3053\u3068\u3092\u5f37\u304f\u610f\u601d\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3059\u3002\u672c\u5f53\u306b\u6ce8\u610f\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u30ea\u30b9\u30af\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u60aa\u7528\u3059\u308b\u4eba\u9593\u306e\u884c\u52d5\u306a\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u4eba\u9593\u306e\u502b\u7406\u304c \u3082\u3063\u3068\u3082\u6050\u308c\u308b\u5fc5\u8981\u3042\u308b\u30ea\u30b9\u30af\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306f\u3001\u5b9f\u969b\u306b\u4e16\u8ad6\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306b\u516c\u4eba\u306e\u540d\u58f0\u3092\u50b7\u3064\u3051\u305f\u308a\u3059\u308b\u3053\u3068\u306b\u4f7f\u308f\u308c\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3057\u3001\u30d3\u30c7\u30aa\u901a\u8a71\u3067\uff08\u307b\u307c\u5b8c\u74a7\u306a\u5f62\u3067\uff09\u8ab0\u304b\u306b\u306a\u308a\u3059\u307e\u3057\u3066\u72af\u7f6a\u306b\u60aa\u7528\u3055\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

GAN\u304c\u671f\u5f85\u3055\u308c\u308b\u30dd\u30a4\u30f3\u30c8<\/strong><\/h3>\n\n\n\n

GAN\u306f\u60aa\u7528\u3055\u308c\u308b\u30ea\u30b9\u30af\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u4ee5\u4e0a\u306b\u671f\u5f85\u3055\u308c\u3066\u3044\u308b\u30dd\u30a4\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u4eba\u9593\u306e\u502b\u7406\u304c\u3082\u3063\u3068\u3082\u6050\u308c\u308b\u5fc5\u8981\u3042\u308b\u30ea\u30b9\u30af\u3067\u3042\u308b\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u306e\u610f\u601d\u304c\u5165\u3063\u305f\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u5b66\u7fd2\u65b9\u91dd\u306e\u306a\u3044\u307e\u307e\u3001AI\u306b\u9ad8\u5ea6\u306a\u30ec\u30d9\u30eb\u306e\u77e5\u80fd\u3092\u7fd2\u5f97\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u3069\u306e\u3088\u3046\u306b\u5b66\u7fd2\u3057\u305f\u304b\u3001\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u5168\u304f\u308f\u304b\u3089\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u305d\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3067\u3001\u4f8b\u3048\u3070\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u3001\u30c7\u30fc\u30bf\u306b\u5fae\u7d30\u306a\u30ce\u30a4\u30ba\u3092\u52a0\u3048\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u985e\u3084\u4e88\u6e2c\u3092\u72c2\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3057\u307e\u3046\u6575\u5bfe\u7684\u30b5\u30f3\u30d7\u30eb\uff08Adversarial example\uff09\u3068\u547c\u3070\u308c\u308b\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u753b\u50cf\u30c7\u30fc\u30bf\u306b\u3001\u4eba\u9593\u306e\u76ee\u3067\u306f\u8a8d\u8b58\u3067\u304d\u306a\u3044\u3088\u3046\u306a\u308f\u305a\u304b\u306a\u30ce\u30a4\u30ba\u3092\u52a0\u3048\u3066\u3001\u610f\u56f3\u3057\u306a\u3044\u5224\u5b9a\u304c\u51fa\u308b\u3088\u3046\u306b\u64cd\u4f5c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3057\u307e\u3046\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u4eba\u306e\u76ee\u3067\u306f\u5224\u65ad\u3067\u304d\u306a\u3044\u753b\u50cf\u3092\u30c8\u30ea\u30ac\u30fc\u306b\u3001\u4eba\u5de5\u77e5\u80fd\u306b\u8aa4\u52d5\u4f5c\u3092\u5f15\u304d\u8d77\u3053\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3057\u307e\u3046\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u3046\u3044\u3063\u305f\u6575\u5bfe\u7684\u30b5\u30f3\u30d7\u30eb\u3092\u5224\u5225\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u3001\u507d\u7269\uff08\u30d5\u30a7\u30a4\u30af\uff09\u3092\u898b\u5206\u3051\u308bGAN\u306eDiscriminator\uff08\u8b58\u5225\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u304c\u6d3b\u7528\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6d3b\u7528<\/strong><\/h3>\n\n\n\n

GAN\u304c\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u81ea\u52d5\u7684\u306b\u753b\u50cf\u3092\u5927\u91cf\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u6559\u5e2b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u306e\u753b\u50cf\u304c\u8db3\u308a\u306a\u3044\u5834\u9762\u3067\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u624b\u9593\u3068\u6642\u9593\u304c\u53d6\u308c\u306a\u3044\u30b1\u30fc\u30b9\u3067\u3082\u3001GAN\u3067\u5927\u91cf\u306b\u751f\u6210\u3057\u305f\u753b\u50cf\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6d3b\u7528\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u304c\u4e0d\u8db3\u3057\u304c\u3061\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3082\u3001AI\u306e\u5b66\u7fd2\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

GAN\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7c21\u5358\u306b\u5927\u91cf\u304b\u3064\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u753b\u50cf\u3092\u4f5c\u6210\u3067\u304d\u308b\u3053\u3068\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u306e\u305f\u3081\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u3092\u3088\u308a\u767a\u5c55\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09 GAN\u3068\u306f GAN\u3068\u306f\u3001Generative Adversarial Network\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u547c\u3070\u308c\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002GAN\u306f\u30c7\u30fc […]<\/p>\n","protected":false},"author":1,"featured_media":313,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":{"0":"post-312","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-4"},"_links":{"self":[{"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/posts\/312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/2045real.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=312"}],"version-history":[{"count":1,"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/posts\/312\/revisions"}],"predecessor-version":[{"id":314,"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/posts\/312\/revisions\/314"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/2045real.com\/index.php?rest_route=\/wp\/v2\/media\/313"}],"wp:attachment":[{"href":"https:\/\/2045real.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/2045real.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/2045real.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}