{"id":11856,"date":"2019-06-28T19:21:28","date_gmt":"2019-06-28T10:21:28","guid":{"rendered":"https:\/\/www.fsz.co.jp\/?post_type=knowledge&p=11856"},"modified":"2025-04-04T10:51:05","modified_gmt":"2025-04-04T01:51:05","slug":"11856","status":"publish","type":"news","link":"https:\/\/www.fsz.co.jp\/?news=11856","title":{"rendered":"\u4eba\u5de5\u77e5\u80fd\u3068\u306f \u2467 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7814\u7a76"},"content":{"rendered":"\n

\u753b\u50cf\u8a8d\u8b58\u5206\u91ce<\/h3>\n\n\n\n

\u3053\u306e\u5206\u91ce\u306b\u306f\uff12\u3064\u306b\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059
\u30fb\u4f4d\u7f6e\u8ab2\u984c\u3000Location task<\/strong>
\u30fb\u691c\u51fa\u8ab2\u984c\u3000Detection task<\/strong><\/p>\n\n\n\n

\u30a2\u30ec\u30c3\u30af\u30b9\u30cd\u30c3\u30c8\uff5cAlexNet<\/h4>\n\n\n\n

\u3053\u306eAlex-Net<\/strong>\u306f\u30012012\u5e74\u306eILSVRC<\/strong>\uff5c\u30a4\u30e1\u30fc\u30b8\u30cd\u30c3\u30c8\u753b\u50cf\u8a8d\u8b58\u30b3\u30f3\u30c6\u30b9\u30c8\u3067\u512a\u52dd\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

R-CNN\uff5cRegional CNN<\/h4>\n\n\n\n

\u95a2\u5fc3\u9818\u57df\uff5cROI Region od Interest<\/strong>\u3001\u3044\u308f\u3086\u308b\u300c\u3069\u3053\u306b\u3042\u308b\u306e\u304b\uff1f\u300d\u306e\u5224\u5225\u306f\u3001\u5bfe\u8c61\u7bc4\u56f2\u3092\u9577\u65b9\u5f62\u306b\u753b\u50cf\u304b\u3089\u5207\u308a\u51fa\u3059\u3053\u3068\u3067\u3059\u304c\u3001\u9577\u65b9\u5f62\u306e\uff14\u3064\u306e\u9802\u70b9\u3092\u7b97\u51fa\u3059\u308b\u56de\u5e30\u554f\u984c<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306eR-CNN<\/strong>\u3067\u306f\u5f93\u6765\u304b\u3089\u3042\u308b\u753b\u50cf\u5206\u985e\u624b\u6cd5\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5207\u308a\u51fa\u3059\u9577\u65b9\u5f62\u3092\u3001\u30d0\u30f3\u30c6\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n

\u9ad8\u901fRCNN\uff5cfast RCNN<\/h4>\n\n\n\n

\u7573\u307f\u8fbc\u307f\u6f14\u7b97<\/strong>\u3092\u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3059\u3053\u3068\u306b\u3088\u3063\u3066\u4f4d\u7f6e\u60c5\u5831\u3082\u4fdd\u6301\u3057\u306a\u304c\u3089\u3001\u9818\u57df\u306e\u5207\u308a\u51fa\u3057\u3068\u7269\u4f53\u8a8d\u8b58\u3092\u540c\u6642\u306b\u884c\u3046\u30e2\u30c7\u30eb\u3067\u3059\u3002\u307e\u305f\u3001\u3055\u3089\u306b\u30e2\u30c7\u30eb\u3092\u9032\u5316\u3055\u305b\u305ffaster RCNN<\/strong>\u306b\u3088\u3063\u3066\u3001\u753b\u50cf\u8a8d\u8b58\u306f\u5b9f\u969b\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u9818\u57df\u5207\u308a\u51fa\u3057\u3068\u7269\u4f53\u8a8d\u8b58\u3092\u540c\u6642\u306b\u884c\u3046\u30e2\u30c7\u30eb\u306e\u9032\u5316\u7248\u3068\u3057\u3066\u3001YOLO<\/strong>\uff5cYou Only live Once\u3001SSD<\/strong>\uff5cSingle Shot Detector\uff5c1\u30b7\u30e7\u30c3\u30c8\u691c\u51fa\u5668\u304c\u8003\u6848\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff5cSemantic segmentation<\/h4>\n\n\n\n

\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong>\uff5cSemantic segmentation<\/strong>\u3092\u5b9f\u73fe\u3059\u308b\u5b8c\u5168\u7573\u307f\u8fbc\u307f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/strong>\uff5cFCN<\/strong>\uff5cFully Convolutional Network<\/strong>\u306fCNN\u306a\u3069\u306e\u3088\u3046\u306b\u9577\u65b9\u5f62\u306e\u9818\u57df\u5206\u5272\u3067\u306f\u306a\u304f\u3066\u3001\u753b\u7d20\u5358\u4f4d\u3067\u9818\u57df\u5206\u89e3\u3092\u884c\u3046\u5168\u5c64\u304c\u7573\u307f\u8fbc\u307f\u5c64\u3067\u3042\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\u51fa\u529b\u5c64\u306f\u3001\u753b\u50cf\u306e\u753b\u7d20\u6570\u2715\u30ab\u30c6\u30b4\u30ea\u30fc\u6570<\/strong>\u3068\u81a8\u5927\u306a\u91cf\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u7573\u307f\u8fbc\u307f\u3067\u306f\u51fa\u529b\u5c64\u306b\u8fd1\u3065\u304f\u307b\u3069\u753b\u50cf\u304c\u8352\u304f\u306a\u308a\u307e\u3059\u3002\u6700\u7d42\u51fa\u529b\u5c64\u3067\u5165\u529b\u5c64\u3068\u540c\u3058\u89e3\u50cf\u5ea6\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64<\/strong>\u306e\u60c5\u5831\u3092\u5229\u7528\u3057\u3066\u89e3\u50cf\u5ea6\u3092\u5fa9\u5143\u3059\u308b\u30a2\u30f3\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/strong>\u3068\u3044\u3046\u624b\u6cd5\u3092\u7528\u3044\u3001\u30bb\u30b0\u30cd\u30c3\u30c8\uff5cSegnet<\/strong>\u3067\u3082\u540c\u69d8\u306e\u624b\u6cd5\u304c\u7528\u3044\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30a4\u30f3\u30bf\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff5cInstance segmentation<\/h4>\n\n\n\n

\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u5206\u985e\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3066\u3001\u7269\u4f53\u3092\u500b\u3005\u306b\u5224\u5225\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u306f\u3001\u30a4\u30f3\u30bf\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong>\uff5cInstance segmentation<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n","protected":false},"featured_media":11709,"template":"","news_category":[70],"class_list":["post-11856","news","type-news","status-publish","has-post-thumbnail","hentry","news_category-fszblog-aideeplearning"],"_links":{"self":[{"href":"https:\/\/www.fsz.co.jp\/index.php?rest_route=\/wp\/v2\/news\/11856","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fsz.co.jp\/index.php?rest_route=\/wp\/v2\/news"}],"about":[{"href":"https:\/\/www.fsz.co.jp\/index.php?rest_route=\/wp\/v2\/types\/news"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.fsz.co.jp\/index.php?rest_route=\/wp\/v2\/media\/11709"}],"wp:attachment":[{"href":"https:\/\/www.fsz.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11856"}],"wp:term":[{"taxonomy":"news_category","embeddable":true,"href":"https:\/\/www.fsz.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fnews_category&post=11856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}