{"id":1765,"date":"2019-04-16T13:19:39","date_gmt":"2019-04-16T04:19:39","guid":{"rendered":"https:\/\/www.nexcert.com\/blog\/?p=1765"},"modified":"2019-04-16T13:19:39","modified_gmt":"2019-04-16T04:19:39","slug":"%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%ef%bc%882%ef%bc%89%e7%94%bb%e5%83%8f%e8%aa%8d%e8%ad%98","status":"publish","type":"post","link":"https:\/\/www.nexcert.com\/blog\/?p=1765","title":{"rendered":"\u4eba\u5de5\u77e5\u80fd\uff082\uff09\u753b\u50cf\u8a8d\u8b58"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002\u304a\u4e45\u3057\u3076\u308a\u3067\u3059\u3002<br \/>\n\u30a2\u30c9\u30d0\u30f3\u30b9\u30c8\u30b5\u30fc\u30d3\u30b9\u90e8\u306e\u6751\u677e\u3067\u3059\u3002<\/p>\n<p>\u4e0d\u5b9a\u671fAI\u7d39\u4ecb\u306e\u7b2c2\u56de\u76ee\u3068\u3057\u3066\u3001\u4eca\u56de\u3082AI\u3067\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u624b\u6cd5\u306b\u3064\u3044\u3066\u53d6\u308a\u4e0a\u3052\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u306f\u524d\u56de\u3068\u306f\u6253\u3063\u3066\u5909\u308f\u3063\u3066\u3001\u753b\u50cf\u8a8d\u8b58\u306e\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u3092\u307f\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<div style=\"border-left: 10px solid #555; border-bottom: 1px solid #555; padding-left: 5px; font-size: 1.2em; margin-bottom: 5px;\">\u753b\u50cf\u30c7\u30fc\u30bf<\/div>\n<p>\u307e\u305a\u306f\u3058\u3081\u306b\u3001\u753b\u50cf\u306f\u753b\u7d20\u3068\u3044\u3046\u5c0f\u3055\u3044\u70b9\u304c\u305f\u304f\u3055\u3093\u96c6\u307e\u3063\u3066\u3067\u304d\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3055\u3089\u306b\u305d\u306e\u753b\u7d20\u306f\u3001\u30ab\u30e9\u30fc\u753b\u50cf\u3067\u3042\u308c\u3070\u300c\u8d64\u300d\u3001\u300c\u7dd1\u300d\u3001\u300c\u9752\u300d\u306a\u3069\u306e\u8272\u306e\u60c5\u5831\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30d1\u30bd\u30b3\u30f3\u4e0a\u3067\u306f\u3053\u308c\u3089\u306e\u5024\u304c\u305a\u3089\u3063\u3068\u4e26\u3093\u3067\u3044\u308b\u3088\u3046\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u3053\u308c\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn1.png\" alt=\"\" width=\"612\" height=\"177\" class=\"alignnone size-full wp-image-1792\" srcset=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn1.png 612w, https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn1-300x87.png 300w\" sizes=\"auto, (max-width: 612px) 100vw, 612px\" \/><\/a><br \/>\n\u753b\u50cf\u306e\u60c5\u5831\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3068\u304d\u3001\u4e0b\u56f3\u306e\u3088\u3046\u306b\u3069\u306e\u4f4d\u7f6e\u306b\u3042\u3063\u3066\u3082\u540c\u3058\u753b\u50cf\u3068\u3057\u3066\u5b66\u7fd2\u3055\u305b\u305f\u3044\u3067\u3059\u3002<br \/>\n\u3067\u3059\u304c\u3001\u753b\u50cf\u306f\u7e26\u3068\u6a2a\u306e\u4f4d\u7f6e\u60c5\u5831\u304c\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u4e26\u3093\u3067\u3044\u308b\u5024\u3092\u305d\u306e\u307e\u307e\u5b66\u7fd2\u3057\u3066\u3082\u3042\u307e\u308a\u826f\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u305b\u3093\u3002<br \/>\n<a href=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn2.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn2.png\" alt=\"\" width=\"667\" height=\"266\" class=\"alignnone size-full wp-image-1793\" srcset=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn2.png 667w, https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn2-300x120.png 300w\" sizes=\"auto, (max-width: 667px) 100vw, 667px\" \/><\/a><br \/>\n\u305d\u3053\u3067\u3001\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u3001\u300e\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u300f\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u624b\u6cd5\u306f\u753b\u50cf\u3092\u5b66\u7fd2\u3059\u308b\u969b\u306b\u975e\u5e38\u306b\u3088\u304f\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u3053\u306eCNN\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u3053\u3053\u3067\u306f\u6838\u3067\u3042\u308b\u7573\u307f\u8fbc\u307f\u3068\u30d6\u30fc\u30ea\u30f3\u30b0\u306b\u3064\u3044\u3066\u8aac\u660e\u3059\u308b\u3053\u3068\u3068\u3057\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u8aac\u660e\u306f\u7701\u304d\u307e\u3059\u3002<\/p>\n<div style=\"border-left: 10px solid #555; border-bottom: 1px solid #555; padding-left: 5px; font-size: 1.2em; margin-bottom: 5px;\">\u7573\u307f\u8fbc\u307f<\/div>\n<p>\u7573\u307f\u8fbc\u307f\u3067\u306f\u3001\u4e0b\u56f3\u306e\u3088\u3046\u306b\u753b\u50cf\u30c7\u30fc\u30bf\u306e\u753b\u7d20\u5024\u3068\u30d5\u30a3\u30eb\u30bf\u3092\u304b\u3051\u5408\u308f\u305b\u3001\u3059\u3079\u3066\u8db3\u3057\u305f\u5024\u3092\u7279\u5fb4\u30de\u30c3\u30d7\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_1.png\" alt=\"\" width=\"465\" height=\"479\" class=\"alignnone size-full wp-image-1809\" srcset=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_1.png 465w, https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_1-291x300.png 291w\" sizes=\"auto, (max-width: 465px) 100vw, 465px\" \/><\/a><br \/>\n\u3053\u306e\u51e6\u7406\u3092\u8907\u6570\u306e\u30d5\u30a3\u30eb\u30bf\u306b\u5bfe\u3057\u3066\u884c\u3044\u3001\u30d5\u30a3\u30eb\u30bf\u6570\u5206\u306e\u7279\u5fb4\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<br \/>\n\u7573\u307f\u8fbc\u307f\u3067\u306f\u3001\u3053\u306e\u30d5\u30a3\u30eb\u30bf\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u5b66\u7fd2\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u753b\u50cf\u306e\u4f4d\u7f6e\u60c5\u5831\u3092\u4fdd\u6301\u3057\u305f\u5b66\u7fd2\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div style=\"border-left: 10px solid #555; border-bottom: 1px solid #555; padding-left: 5px; font-size: 1.2em; margin-bottom: 5px;\">\u30d7\u30fc\u30ea\u30f3\u30b0<\/div>\n<p>\u30d7\u30fc\u30ea\u30f3\u30b0\u3067\u306f\u3001\u30c0\u30a6\u30f3\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3068\u547c\u3070\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u306e\u524a\u6e1b\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u4e0b\u56f3\u3067\u306f\u3001\u4f8b\u3068\u3057\u3066\u77e9\u5f62\u7bc4\u56f2\u3067\u306e\u6700\u5927\u5024\u3092\u53d6\u5f97\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_2.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_2.png\" alt=\"\" width=\"395\" height=\"263\" class=\"alignnone size-full wp-image-1810\" srcset=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_2.png 395w, https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/cnn3_2-300x200.png 300w\" sizes=\"auto, (max-width: 395px) 100vw, 395px\" \/><\/a><br \/>\n\u3053\u306e\u51e6\u7406\u306b\u3088\u308a\u3001\u753b\u50cf\u60c5\u5831\u306e\u5fae\u7d30\u306a\u4f4d\u7f6e\u5909\u5316\u306b\u5bfe\u3059\u308b\u5f71\u97ff\u3092\u53d7\u3051\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u524a\u6e1b\u306b\u3088\u308b\u51e6\u7406\u6642\u9593\u306e\u77ed\u7e2e\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\n\u7573\u307f\u8fbc\u307f\u3067\u306f\u30d5\u30a3\u30eb\u30bf\u306e\u5b66\u7fd2\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u3067\u306f\u5b66\u7fd2\u306f\u884c\u308f\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u308c\u3089\u7573\u307f\u8fbc\u307f\u3068\u30d7\u30fc\u30ea\u30f3\u30b0\uff08\u53ca\u3073\u305d\u306e\u4ed6\u306e\u51e6\u7406\uff09\u3092\u5408\u308f\u305b\u3066\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3044\u3044\u307e\u3059\u3002<\/p>\n<div style=\"border-left: 10px solid #555; border-bottom: 1px solid #555; padding-left: 5px; font-size: 1.2em; margin-bottom: 5px;\">AlexNet<\/div>\n<p>CNN\u3092\u7528\u3044\u305f\u975e\u5e38\u306b\u6709\u540d\u306a\u30e2\u30c7\u30eb\u3068\u3057\u3066AlexNet\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/alexnet.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/alexnet.png\" alt=\"\" width=\"549\" height=\"183\" class=\"alignnone size-full wp-image-1796\" srcset=\"https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/alexnet.png 549w, https:\/\/www.nexcert.com\/blog\/wp-content\/uploads\/2019\/04\/alexnet-300x100.png 300w\" sizes=\"auto, (max-width: 549px) 100vw, 549px\" \/><\/a><br \/>\n\u5f15\u7528\uff1a<a href=\"https:\/\/papers.nips.cc\/paper\/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf\">https:\/\/papers.nips.cc\/paper\/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf<\/a><br \/>\n\u4e0a\u56f3\u306e\u524d\u534a\u90e8\u5206\u304c\u7573\u307f\u8fbc\u307f\u3068\u30d7\u30fc\u30ea\u30f3\u30b0\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002<br \/>\n\u5f8c\u534a\u90e8\u5206\u306f\u3053\u3053\u3067\u306f\u8aac\u660e\u3057\u3066\u3044\u306a\u3044\u3067\u3059\u304c\u5168\u7d50\u5408\u5c64\u3068\u3044\u3046\u3082\u306e\u3067\u3001\u51fa\u529b\u306e\u5f62\u30921\u6b21\u5143\u306b\u3057\u3066\u901a\u5e38\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u63a5\u7d9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0a\u306b\u3088\u308a\u3001\u4f4d\u7f6e\u60c5\u5831\u304c\u4fdd\u6301\u3055\u308c\u305f\u5b66\u7fd2\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3057\u304b\u3057\u3001\u3053\u306e\u624b\u6cd5\u3067\u306f\u8b58\u5225\u5bfe\u8c61\u306e\u7269\u4f53\u306e\u62e1\u5927\u3001\u7e2e\u5c0f\u3084\u56de\u8ee2\u3068\u3044\u3063\u305f\u5909\u5316\u306b\u306f\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002<br \/>\n\u7c21\u5358\u306a\u5bfe\u7b56\u65b9\u6cd5\u3068\u3057\u3066\u3001\u4e0a\u8a18\u306e\u5909\u5316\u306b\u5bfe\u5fdc\u3057\u305f\u7269\u4f53\u306e\u753b\u50cf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<br \/>\n\u3057\u304b\u3057\u3053\u306e\u65b9\u6cd5\u306f\u4e00\u9577\u4e00\u77ed\u3067\u3059\u3002<br \/>\n\u300c6\u300d\u306e\u753b\u50cf\u3092180\u5ea6\u56de\u8ee2\u3055\u305b\u308b\u3068\u300c9\u300d\u306b\u306a\u308b\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u610f\u56f3\u3057\u306a\u3044\u8aa4\u8a8d\u8b58\u3092\u62db\u304f\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002<br \/>\n\u5b66\u7fd2\u7d50\u679c\u304c\u60aa\u304b\u3063\u305f\u969b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u306b\u3088\u308b\u60aa\u5f71\u97ff\u304c\u306a\u304b\u3063\u305f\u304b\u691c\u8a0e\u3057\u3066\u307f\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002\u304a\u4e45\u3057\u3076\u308a\u3067\u3059\u3002 \u30a2\u30c9\u30d0\u30f3\u30b9\u30c8\u30b5\u30fc\u30d3\u30b9\u90e8\u306e\u6751\u677e\u3067\u3059\u3002 \u4e0d\u5b9a\u671fAI\u7d39\u4ecb\u306e\u7b2c2\u56de\u76ee\u3068\u3057\u3066\u3001\u4eca &#8230;<\/p>\n","protected":false},"author":45,"featured_media":1798,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[49,56],"coauthors":[68],"class_list":["post-1765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial_intelligence","tag-ai","tag-cnn","column","twocol","has-thumbnail"],"_links":{"self":[{"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1765","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/45"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1765"}],"version-history":[{"count":10,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1765\/revisions"}],"predecessor-version":[{"id":1815,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1765\/revisions\/1815"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/1798"}],"wp:attachment":[{"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1765"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1765"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1765"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.nexcert.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcoauthors&post=1765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}