{"id":6992,"date":"2018-07-11T00:23:16","date_gmt":"2018-07-10T15:23:16","guid":{"rendered":"http:\/\/umezawa.dyndns.info\/wordpress\/?p=6992"},"modified":"2018-07-11T00:29:47","modified_gmt":"2018-07-10T15:29:47","slug":"python-keras-%e5%ae%9f%e8%a3%85%e3%81%ae-ssd-%e3%82%92%e8%a9%a6%e3%81%99","status":"publish","type":"post","link":"http:\/\/umezawa.dyndns.info\/wordpress\/?p=6992","title":{"rendered":"python + Keras \u5b9f\u88c5\u306e SSD \u3092\u8a66\u3059"},"content":{"rendered":"<p>python + Keras \u3067\u66f8\u304b\u308c\u305f SSD (Single-Shot Multibox Detector) \u3092\u8a66\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u3061\u3087\u308d\u3063\u3068\u52d5\u304b\u3059\u3060\u3051\u306a\u306e\u3067\u3001\u30b0\u30b0\u3063\u3066\u4e00\u756a\u4e0a\u306b\u51fa\u3066\u304f\u308b<a href=\"https:\/\/qiita.com\/PonDad\/items\/6f9e6d9397951cadc6be\">\u3053\u306e\u8a18\u4e8b<\/a> \u306b\u5f93\u3063\u3066\u3084\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n<p><!--more--><\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u4f7f\u3063\u3066\u3044\u308b<a href=\"https:\/\/github.com\/rykov8\/ssd_keras\">\u5b9f\u88c5<\/a>\u306f Keras \u306e\u53e4\u3044 API \u3067\u66f8\u304b\u308c\u3066\u3044\u3066\u3001\u4eca\u306e Keras \u3060\u3068\u3046\u307e\u304f\u52d5\u3044\u3066\u304f\u308c\u306a\u3044\u3088\u3046\u3067\u3059\u3002\u30b0\u30b0\u308b\u3068 <a href=\"http:\/\/d.hatena.ne.jp\/natsutan\/20170318\/1489851945\">Keras 2 API \u5411\u3051\u306b\u4fee\u6b63\u3057\u305f\u3082\u306e\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u4eba<\/a>\u304c\u3044\u305f\u306e\u3067\u305d\u308c\u3092\u62dd\u501f\u3057\u307e\u3059\u3002\u305f\u3060\u3001\u3053\u306e\u4fee\u6b63\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b9\u30bf\u30a4\u30eb\u306e\u95a2\u4fc2\u3067\u5999\u306b\u4fee\u6b63\u7b87\u6240\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u308b\uff08\u305f\u3068\u3048\u3070\u7a7a\u884c\u3084\u30a4\u30f3\u30c7\u30f3\u30c8\u306e\u8ffd\u52a0\u3084\u524a\u9664\u304c\u6df7\u3058\u3063\u3066\u305f\u308a\u3059\u308b\uff09\u306e\u3067\u3001<a href=\"https:\/\/github.com\/umezawatakeshi\/rykov8-ssd_keras\/commit\/bf138d467bf28ef5efaf38a5063d9052a0d63a2e\">\u540c\u3058\u5185\u5bb9\u3067\u4fee\u6b63\u7b87\u6240\u304c\u5c11\u306a\u304f\u306a\u308b\u3088\u3046\u306b\u66f8\u304d\u63db\u3048\u305f\u3082\u306e<\/a>\u3092<a href=\"https:\/\/github.com\/umezawatakeshi\/rykov8-ssd_keras\">\u5143\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306e fork<\/a> \u3068\u3057\u3066\u7f6e\u3044\u3066\u304a\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u3067\u554f\u984c\u306a\u304f\u52d5\u304f\u3088\u3046\u306b\u306a\u3063\u305f\uff08\u305f\u3076\u3093\uff09\u306e\u3067\u3001\u305b\u3063\u304b\u304f\u3060\u304b\u3089 UtVideo \u306e\u30c6\u30b9\u30c8\u306b\u4f7f\u3063\u3066\u3044\u308b\u6620\u50cf\u30af\u30ea\u30c3\u30d7\u304b\u3089\u30d5\u30ec\u30fc\u30e0\u3092\u53d6\u3063\u3066\u304d\u3066\u8a8d\u8b58\u3055\u305b\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p><a href=\"http:\/\/umezawa.dyndns.info\/wordpress\/wp-content\/uploads\/2018\/07\/ssd-demo.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/umezawa.dyndns.info\/wordpress\/wp-content\/uploads\/2018\/07\/ssd-demo.jpg\" alt=\"\" width=\"450\" height=\"720\" class=\"alignnone size-full wp-image-6993\" \/><\/a><\/p>\n<p>\u771f\u3093\u4e2d\u306e\u753b\u50cf\u306e\u9ce5\u306f\u305d\u308c\u306a\u308a\u306b\u671f\u5f85\u901a\u308a\u8a8d\u8b58\u3067\u304d\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u4e0a\u306e\u753b\u50cf\u306e\u8d70\u3063\u3066\u308b\u4eba\u3005\u306f3\u4eba\u3057\u304b\u8a8d\u8b58\u3057\u3066\u307e\u305b\u3093\u3057\u3001\u4e0b\u306e\u753b\u50cf\u306e\u4eba\u3005\u306f\u5168\u7136\u8a8d\u8b58\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u3002\u89e3\u50cf\u5ea6\u306b\u554f\u984c\u304c\u3042\u308b\u306e\u304b\u30e2\u30c7\u30eb\u306b\u5408\u308f\u306a\u3044\u753b\u50cf\u3092\u8a8d\u8b58\u3055\u305b\u3088\u3046\u3068\u3057\u305f\u305b\u3044\u306a\u306e\u304b\u2026<\/p>\n<p>\u305d\u308c\u306f\u3068\u3082\u304b\u304f\u3001\u8a8d\u8b58\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u524d\u306b\u81ea\u5206\u3067\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7d44\u307e\u306a\u304d\u3083\u3044\u304b\u3093\u306e\u3067\u3059\u306d\u3002\u305d\u308c\u3092\u3059\u308b\u306b\u306f\u8ad6\u6587\u3068\u304b\u8aad\u3093\u3067\u77e5\u8b58\u3092\u4ed8\u3051\u306a\u304d\u3083\u3044\u304b\u3093\u304b\u306a\u3041\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>python + Keras \u3067\u66f8\u304b\u308c\u305f SSD (Single-Shot Multibox Detector) \u3092\u8a66\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u3061\u3087\u308d\u3063\u3068\u52d5\u304b\u3059\u3060\u3051\u306a\u306e\u3067\u3001\u30b0\u30b0\u3063\u3066\u4e00\u756a\u4e0a\u306b\u51fa\u3066\u304f\u308b\u3053\u306e\u8a18\u4e8b \u306b\u5f93\u3063\u3066\u3084\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27],"tags":[],"class_list":["post-6992","post","type-post","status-publish","format-standard","hentry","category-technology"],"_links":{"self":[{"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6992"}],"version-history":[{"count":4,"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6992\/revisions"}],"predecessor-version":[{"id":6997,"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6992\/revisions\/6997"}],"wp:attachment":[{"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6992"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/umezawa.dyndns.info\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}