{"id":25106,"date":"2024-11-07T12:00:00","date_gmt":"2024-11-07T03:00:00","guid":{"rendered":"https:\/\/xrcloud.jp\/blog\/?post_type=articles&#038;p=25106"},"modified":"2026-01-15T01:11:26","modified_gmt":"2026-01-14T16:11:26","slug":"dnn%e3%81%a8cnn%e3%81%ae%e9%81%95%e3%81%84%e3%81%af%ef%bc%9f%e4%bb%95%e7%b5%84%e3%81%bf%e3%82%84%e6%b4%bb%e7%94%a8%e4%be%8b%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6%e3%82%8f%e3%81%8b%e3%82%8a%e3%82%84","status":"publish","type":"articles","link":"https:\/\/xrcloud.jp\/blog\/articles\/business\/25106\/","title":{"rendered":"DNN\u3068CNN\u306e\u9055\u3044\u306f\uff1f\u4ed5\u7d44\u307f\u3084\u6d3b\u7528\u4f8b\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u9032\u5316\u306b\u4f34\u3044\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u57fa\u76e4\u3067\u3042\u308bDNN\uff08\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068CNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u304c\u91cd\u8981\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u3068CNN\u306f\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u4ed5\u7d44\u307f\u3084\u5f97\u610f\u5206\u91ce\u3092\u6301\u3064\u305f\u3081\u3001\u9069\u5207\u306a\u7528\u9014\u3067\u306e\u6d3b\u7528\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u3067\u306f\u3001DNN\u3068CNN\u306e\u4ed5\u7d44\u307f\u3084\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u89e3\u8aac\u3059\u308b\u3068\u5171\u306b\u3001\u4e21\u8005\u306e\u9055\u3044\u3084\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4f8b\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u7d39\u4ecb\u3057\u307e\u3059\u306e\u3067\u3001\u662f\u975e\u6700\u5f8c\u307e\u3067\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class=\"a-single a-4\"><a class=\"gofollow\" data-track=\"NCwwLDYw\" href=\"https:\/\/xrcloud.jp\/blog\/download\/form\/?id=14897\" style=\"color:#0066cc; text-decoration:none;\">\r\n\u25b6\u3010\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3011\u30a4\u30d9\u30f3\u30c8\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fb\u53ce\u76ca\u5316\u307e\u3067\u5bfe\u5fdc\u53ef\u80fd\u300c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30e1\u30bf\u30d0\u30fc\u30b9\u300d\r\n<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|DNN\u3068\u306f<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\uff08Deep Neural Network\uff09\u306f\u3001\u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u56de\u8def\u3092\u6a21\u5023\u3057\u305f\u591a\u5c64\u69cb\u9020\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3001\u5f93\u6765\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3088\u308a\u3082\u6df1\u3044\u968e\u5c64\u69cb\u9020\u3092\u6301\u3061\u3001\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3084\u4e88\u6e2c\u3092\u9ad8\u7cbe\u5ea6\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u306e\u4e2d\u6838\u3092\u306a\u3059\u6280\u8853\u3067\u3042\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u81ea\u52d5\u7684\u306b\u7279\u5fb4\u3092\u62bd\u51fa\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u7279\u6027\u306b\u3088\u308a\u3001DNN\u306f\u753b\u50cf\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">DNN\u306e\u4ed5\u7d44\u307f\u3068\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u306f\u8907\u6570\u306e\u5c64\u304b\u3089\u69cb\u6210\u3055\u308c\u308b\u795e\u7d4c\u7db2\u30e2\u30c7\u30eb\u3067\u3001\u5165\u529b\u5c64\u3001\u8907\u6570\u306e\u96a0\u308c\u5c64\u3001\u51fa\u529b\u5c64\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u5c64\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u306f\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f\u63a5\u7d9a\u3067\u7d50\u3070\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306e\u91cd\u307f\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u5b66\u7fd2\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5165\u529b\u5c64\u3067\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5404\u96a0\u308c\u5c64\u3067\u3001\u524d\u306e\u5c64\u304b\u3089\u306e\u5165\u529b\u306b\u91cd\u307f\u3092\u639b\u3051\u5408\u308f\u305b\u3001\u6d3b\u6027\u5316\u95a2\u6570\u3092\u9069\u7528\u3057\u3066\u51fa\u529b\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u51fa\u529b\u5c64\u3067\u6700\u7d42\u7684\u306a\u4e88\u6e2c\u3084\u5206\u985e\u7d50\u679c\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u96a0\u308c\u5c64\u304c\u591a\u3044\u307b\u3069\u3001\u3088\u308a\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u7279\u5fb4\u3092\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9806\u4f1d\u64ad\uff1a\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5404\u5c64\u306b\u9806\u756a\u306b\u4f1d\u64ad\u3055\u305b\u3001\u6700\u7d42\u7684\u306a\u51fa\u529b\u3092\u5f97\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8aa4\u5dee\u8a08\u7b97\uff1a\u51fa\u529b\u3068\u6b63\u89e3\u30c7\u30fc\u30bf\u3068\u306e\u8aa4\u5dee\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9006\u4f1d\u64ad\uff1a\u8aa4\u5dee\u3092\u51fa\u529b\u5c64\u304b\u3089\u5165\u529b\u5c64\u306b\u5411\u304b\u3063\u3066\u9006\u4f1d\u64ad\u3055\u305b\u3001\u5404\u91cd\u307f\u306e\u8aa4\u5dee\u3078\u306e\u5bc4\u4e0e\u5ea6\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u91cd\u307f\u66f4\u65b0\uff1a\u8a08\u7b97\u3055\u308c\u305f\u8aa4\u5dee\u3092\u57fa\u306b\u3001\u5404\u91cd\u307f\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002\u901a\u5e38\u306f\u78ba\u7387\u7684\u52fe\u914d\u964d\u4e0b\u6cd5\uff08SGD\uff09\u306a\u3069\u306e\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001DNN\u306f\u5f90\u3005\u306b\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u304d\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u306e\u5b66\u7fd2\u306b\u306f\u3001\u30d0\u30c3\u30af\u30d7\u30ed\u30d1\u30b2\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\uff09\u3068\u3044\u3046\u624b\u6cd5\u304c\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u975e\u7dda\u5f62\u95a2\u4fc2\u3092\u6301\u3064\u30c7\u30fc\u30bf\u304b\u3089\u3082\u52b9\u7387\u7684\u306b\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u3001\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|CNN\u3068\u306f<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">CNN\uff08Convolutional Neural Network\uff09\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u306b\u7279\u5316\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u624b\u6cd5\u3067\u3001DNN\u3068\u540c\u69d8\u306b\u591a\u5c64\u69cb\u9020\u3092\u6301\u3061\u306a\u304c\u3089\u3082\u3001\u753b\u50cf\u8a8d\u8b58\u3084\u7269\u4f53\u691c\u51fa\u3068\u3044\u3063\u305f\u8996\u899a\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u305f\u4ed5\u7d44\u307f\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u9593\u306e\u8996\u899a\u91ce\u306e\u4ed5\u7d44\u307f\u3092\u6a21\u5023\u3057\u305f\u69cb\u9020\u3092\u6301\u3061\u3001\u753b\u50cf\u30c7\u30fc\u30bf\u304b\u3089\u52b9\u7387\u7684\u306b\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u3001\u9ad8\u7cbe\u5ea6\u306a\u8a8d\u8b58\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CNN\u306f\u3001\u753b\u50cf\u5185\u306e\u7a7a\u9593\u7684\u306a\u95a2\u4fc2\u6027\u3092\u6349\u3048\u308b\u305f\u3081\u306e\u300c\u7573\u307f\u8fbc\u307f\u5c64\uff08Convolutional Layer\uff09\u300d\u3068\u300c\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64\uff08Pooling Layer\uff09\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u7279\u5fb4\u62bd\u51fa\u306b\u304a\u3051\u308b\u9ad8\u3044\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f0f0f0\" class=\"has-inline-color\">CNN\u306e\u4ed5\u7d44\u307f\u3068\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CNN\u306e\u57fa\u672c\u7684\u306a\u69cb\u9020\u306f\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u5c64\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7573\u307f\u8fbc\u307f\u5c64\uff08Convolutional Layer\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5165\u529b\u753b\u50cf\u306b\u5bfe\u3057\u3066\u30d5\u30a3\u30eb\u30bf\u30fc\uff08\u30ab\u30fc\u30cd\u30eb\uff09\u3092\u9069\u7528\u3057\u3001\u5c40\u6240\u7684\u306a\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u306e\u4e00\u90e8\u5206\u305a\u3064\u3092\u8a73\u7d30\u306b\u8abf\u67fb\u3057\u3001\u30a8\u30c3\u30b8\u3084\u30c6\u30af\u30b9\u30c1\u30e3\u306a\u3069\u306e\u7279\u5fb4\u3092\u691c\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64\uff08Pooling Layer\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7573\u307f\u8fbc\u307f\u5c64\u3067\u5f97\u3089\u308c\u305f\u7279\u5fb4\u30de\u30c3\u30d7\u306e\u6b21\u5143\u3092\u7e2e\u5c0f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5927\u30d7\u30fc\u30ea\u30f3\u30b0\u3084\u5e73\u5747\u30d7\u30fc\u30ea\u30f3\u30b0\u306a\u3069\u306e\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u91cd\u8981\u306a\u60c5\u5831\u3092\u4fdd\u6301\u3057\u3064\u3064\u30c7\u30fc\u30bf\u91cf\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5168\u7d50\u5408\u5c64\uff08Fully Connected Layer\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u62bd\u51fa\u3055\u308c\u305f\u7279\u5fb4\u3092\u57fa\u306b\u6700\u7d42\u7684\u306a\u5206\u985e\u3084\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CNN\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306f\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u9032\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9806\u4f1d\u64ad\uff1a\u5165\u529b\u753b\u50cf\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u901a\u904e\u3057\u3001\u5404\u5c64\u3067\u7279\u5fb4\u62bd\u51fa\u3068\u5909\u63db\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8aa4\u5dee\u8a08\u7b97\uff1a\u51fa\u529b\u7d50\u679c\u3068\u6b63\u89e3\u30c7\u30fc\u30bf\u3068\u306e\u5dee\uff08\u8aa4\u5dee\uff09\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9006\u4f1d\u64ad\uff1a\u8aa4\u5dee\u3092\u57fa\u306b\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u91cd\u307f\u3068\u30d0\u30a4\u30a2\u30b9\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7e70\u308a\u8fd4\u3057\uff1a\u5927\u91cf\u306e\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u4e0a\u8a18\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7e70\u308a\u8fd4\u3057\u3001\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">CNN\u306e\u7279\u5fb4\u3068\u3057\u3066\u3001\u91cd\u307f\u306e\u5171\u6709\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306b\u3088\u308a\u3001\u753b\u50cf\u5185\u306e\u4f4d\u7f6e\u306b\u95a2\u308f\u3089\u305a\u540c\u3058\u7279\u5fb4\u3092\u691c\u51fa\u3067\u304d\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001CNN\u306f\u8907\u96d1\u306a\u753b\u50cf\u30d1\u30bf\u30fc\u30f3\u3092\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3057\u3001\u9ad8\u7cbe\u5ea6\u306a\u753b\u50cf\u8a8d\u8b58\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u52d5\u904b\u8ee2\u3001\u533b\u7642\u753b\u50cf\u8a3a\u65ad\u3001\u9854\u8a8d\u8a3c\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|DNN\u3068CNN\u306e\u4e3b\u306a\u9055\u3044<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u3068CNN\u306f\u3069\u3061\u3089\u3082\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3059\u304c\u3001\u305d\u306e\u69cb\u9020\u3084\u7528\u9014\u306b\u306f\u5927\u304d\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001DNN\u3068CNN\u306e\u4e3b\u306a\u9055\u3044\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u69cb\u9020\u306e\u9055\u3044<\/strong><br>DNN\u306f\u3001\u8907\u6570\u306e\u5168\u7d50\u5408\u5c64\uff08Fully Connected Layer\uff09\u3092\u6301\u3064\u3001\u4e00\u822c\u7684\u306a\u591a\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5f62\u5f0f\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u5165\u529b\u304b\u3089\u51fa\u529b\u307e\u3067\u306e\u5c64\u304c\u5168\u3066\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u304c\u3001\u7279\u306b\u30c7\u30fc\u30bf\u304c\u6301\u3064\u7a7a\u9593\u7684\u60c5\u5831\u306e\u51e6\u7406\u306f\u5f97\u610f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4e00\u65b9\u3067\u3001CNN\u306f\u7573\u307f\u8fbc\u307f\u5c64\u3068\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64\u3092\u53d6\u308a\u5165\u308c\u3001\u7279\u306b\u753b\u50cf\u3084\u8996\u899a\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u305f\u69cb\u9020\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001CNN\u306f\u5c40\u6240\u7684\u306a\u7279\u5fb4\u3092\u6349\u3048\u3084\u3059\u304f\u3001\u753b\u50cf\u8a8d\u8b58\u306e\u3088\u3046\u306a\u7a7a\u9593\u7684\u306a\u60c5\u5831\u51e6\u7406\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014\u306e\u9055\u3044<\/strong><br>DNN\u306f\u3001\u97f3\u58f0\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3001\u30c7\u30fc\u30bf\u306e\u7a7a\u9593\u7684\u306a\u4f4d\u7f6e\u95a2\u4fc2\u304c\u91cd\u8981\u3067\u306a\u3044\u5834\u5408\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5bfe\u3057\u3066\u3001CNN\u306f\u753b\u50cf\u3084\u6620\u50cf\u3068\u3044\u3063\u305f\u8996\u899a\u7684\u306a\u60c5\u5831\u306e\u51e6\u7406\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u7269\u4f53\u8a8d\u8b58\u3084\u9854\u8a8d\u8b58\u3001\u533b\u7642\u753b\u50cf\u8a3a\u65ad\u306a\u3069\u3067\u3088\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001DNN\u3068CNN\u306f\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u3089\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8a08\u7b97\u52b9\u7387\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/strong><br>DNN\u306f\u5168\u7d50\u5408\u5c64\u3092\u91cd\u306d\u308b\u305f\u3081\u3001\u5c64\u304c\u5897\u3048\u308b\u307b\u3069\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u6025\u5897\u3057\u3001\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u591a\u304f\u6d88\u8cbb\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001CNN\u306f\u7573\u307f\u8fbc\u307f\u5c64\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6570\u3092\u5927\u5e45\u306b\u6291\u3048\u3064\u3064\u3001\u8a08\u7b97\u52b9\u7387\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002CNN\u306e\u7573\u307f\u8fbc\u307f\u64cd\u4f5c\u3067\u306f\u30d5\u30a3\u30eb\u30bf\u304c\u540c\u3058\u9818\u57df\u306b\u9069\u7528\u3055\u308c\u308b\u305f\u3081\u3001DNN\u3088\u308a\u3082\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3067\u304d\u308b\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7a7a\u9593\u7684\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044<\/strong><br>CNN\u306e\u7573\u307f\u8fbc\u307f\u5c64\u306f\u3001\u30d5\u30a3\u30eb\u30bf\u3092\u4f7f\u3063\u3066\u753b\u50cf\u306e\u5c40\u6240\u7684\u306a\u7279\u5fb4\u3092\u62bd\u51fa\u3067\u304d\u308b\u305f\u3081\u3001\u7269\u4f53\u306e\u5f62\u72b6\u3084\u30a8\u30c3\u30b8\u3001\u30d1\u30bf\u30fc\u30f3\u3068\u3044\u3063\u305f\u7a7a\u9593\u7684\u306a\u60c5\u5831\u3092\u975e\u5e38\u306b\u52b9\u679c\u7684\u306b\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001DNN\u306f\u30c7\u30fc\u30bf\u5168\u4f53\u306e\u7279\u5fb4\u3092\u5747\u4e00\u306b\u6271\u3046\u305f\u3081\u3001\u7a7a\u9593\u7684\u306a\u60c5\u5831\u3092\u5341\u5206\u306b\u6349\u3048\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u904e\u5b66\u7fd2\u3078\u306e\u5bfe\u5fdc<\/strong><br>DNN\u306f\u591a\u304f\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3064\u305f\u3081\u3001\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u3044\u5834\u5408\u306b\u904e\u5b66\u7fd2\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001CNN\u306f\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64\u3067\u7279\u5fb4\u30de\u30c3\u30d7\u306e\u30b5\u30a4\u30ba\u3092\u7e2e\u5c0f\u3057\u3001\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u904e\u5b66\u7fd2\u3092\u9632\u304e\u3084\u3059\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306b\u3001DNN\u3068CNN\u306b\u306f\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u7279\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u76ee\u7684\u3084\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u305f\u4f7f\u3044\u5206\u3051\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u306f\u3088\u308a\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u3001CNN\u306f\u8996\u899a\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u7cbe\u5ea6\u306e\u5411\u4e0a\u304c\u898b\u8fbc\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|DNN\u3001CNN\u306e\u6d3b\u7528\u4f8b<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\u3068CNN\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u6027\u3092\u6d3b\u304b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u5e45\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u6d3b\u7528\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">DNN\u306e\u6d3b\u7528\u4f8b<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u7ffb\u8a33\uff1a\u8907\u6570\u306e\u8a00\u8a9e\u9593\u3067\u6587\u7ae0\u3092\u7ffb\u8a33\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u611f\u60c5\u5206\u6790\uff1a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u611f\u60c5\u3092\u8aad\u307f\u53d6\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u97f3\u58f0\u8a8d\u8b58<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30de\u30fc\u30c8\u30b9\u30d4\u30fc\u30ab\u30fc\uff1a\u97f3\u58f0\u30b3\u30de\u30f3\u30c9\u3092\u8a8d\u8b58\u3057\u3001\u69d8\u3005\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u52d5\u5b57\u5e55\u751f\u6210\uff1a\u52d5\u753b\u3084\u97f3\u58f0\u30c7\u30fc\u30bf\u304b\u3089\u81ea\u52d5\u7684\u306b\u5b57\u5e55\u3092\u751f\u6210\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91d1\u878d\u5206\u91ce<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u682a\u4fa1\u4e88\u6e2c\uff1a\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u5c06\u6765\u306e\u682a\u4fa1\u3092\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u6b63\u691c\u51fa\uff1a\u53d6\u5f15\u30c7\u30fc\u30bf\u304b\u3089\u7570\u5e38\u3092\u691c\u51fa\u3057\u3001\u4e0d\u6b63\u884c\u70ba\u3092\u9632\u6b62\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u533b\u7642\u5206\u91ce<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a3a\u65ad\u652f\u63f4\uff1a\u60a3\u8005\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u533b\u5e2b\u306e\u8a3a\u65ad\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u85ac\u5264\u958b\u767a\uff1a\u65b0\u85ac\u306e\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">CNN\u306e\u6d3b\u7528\u4f8b<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u753b\u50cf\u8a8d\u8b58<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9854\u8a8d\u8a3c\u30b7\u30b9\u30c6\u30e0\uff1a\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u500b\u4eba\u8a8d\u8a3c\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7269\u4f53\u691c\u51fa\uff1a\u81ea\u52d5\u904b\u8ee2\u8eca\u3067\u306e\u969c\u5bb3\u7269\u3084\u6b69\u884c\u8005\u306e\u691c\u51fa\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u533b\u7642\u753b\u50cf\u8a3a\u65ad<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">X\u7dda\u3001CT\u3001MRI\u753b\u50cf\u306e\u89e3\u6790\uff1a\u75be\u60a3\u3084\u7570\u5e38\u306e\u691c\u51fa\u3001\u65e9\u671f\u8a3a\u65ad\u652f\u63f4\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u753b\u50cf\u751f\u6210<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u753b\u50cf\u751f\u6210\u30c4\u30fc\u30eb\uff1a\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u753b\u50cf\u3084\u30a4\u30e9\u30b9\u30c8\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u88fd\u9020\u696d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u54c1\u8cea\u7ba1\u7406\uff1a\u88fd\u9020\u30e9\u30a4\u30f3\u3067\u306e\u88fd\u54c1\u306e\u6b20\u9665\u691c\u51fa\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76e3\u8996\u30ab\u30e1\u30e9\u6620\u50cf\u5206\u6790\uff1a\u4e0d\u5be9\u306a\u884c\u52d5\u3084\u7269\u4f53\u306e\u691c\u51fa\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8fb2\u696d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u7269\u306e\u72b6\u614b\u5206\u6790\uff1a\u885b\u661f\u753b\u50cf\u3084\u8fb2\u5834\u306e\u30ab\u30e1\u30e9\u6620\u50cf\u304b\u3089\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3092\u5206\u6790\u3057\u3001\u53ce\u7a6b\u91cf\u306e\u6700\u9069\u5316\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|\u307e\u3068\u3081<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">DNN\uff08\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068CNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u91cd\u8981\u306a\u6280\u8853\u3068\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e21\u8005\u306f\u7570\u306a\u308b\u69cb\u9020\u3068\u7279\u6027\u3092\u6301\u3061\u3001\u305d\u308c\u305e\u308c\u306e\u7528\u9014\u306b\u5fdc\u3058\u305f\u5f37\u307f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e21\u8005\u306e\u9055\u3044\u3092\u7406\u89e3\u3057\u3001\u76ee\u7684\u306b\u5fdc\u3058\u3066\u9069\u5207\u306b\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u5927\u304d\u304f\u5bc4\u4e0e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class=\"a-single a-4\"><a class=\"gofollow\" data-track=\"NCwwLDYw\" href=\"https:\/\/xrcloud.jp\/blog\/download\/form\/?id=14897\" style=\"color:#0066cc; text-decoration:none;\">\r\n\u25b6\u3010\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3011\u30a4\u30d9\u30f3\u30c8\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fb\u53ce\u76ca\u5316\u307e\u3067\u5bfe\u5fdc\u53ef\u80fd\u300c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30e1\u30bf\u30d0\u30fc\u30b9\u300d\r\n<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u9032\u5316\u306b\u4f34\u3044\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u57fa\u76e4\u3067\u3042\u308bDNN\uff08\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068CNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u304c\u91cd\u8981\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002 DNN\u3068CNN\u306f\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u4ed5\u7d44\u307f [&hellip;]<\/p>\n","protected":false},"template":"","blog_post_category":[17],"keyword":[],"class_list":["post-25106","articles","type-articles","status-publish","hentry","blog_post_category-business"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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