{"id":389,"date":"2021-05-06T14:12:31","date_gmt":"2021-05-06T05:12:31","guid":{"rendered":"https:\/\/gri.jp\/media\/entry\/389"},"modified":"2021-08-13T16:16:07","modified_gmt":"2021-08-13T07:16:07","slug":"2021-05-06-141231","status":"publish","type":"post","link":"https:\/\/gri.jp\/media\/entry\/389","title":{"rendered":"PV\u52d5\u753b\u306e\u9854\u65b9\u5411\u691c\u51fa\u306b\u3064\u3044\u3066"},"content":{"rendered":"<p>PV\u52d5\u753b\u3067\u9854\u65b9\u5411\u691c\u51fa\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u8abf\u3079\u3066\u307f\u308b\u3068\u69d8\u3005\u306a\u56de\u7b54\u304c\u3042\u308a\u9762\u767d\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306e\u30e2\u30c7\u30eb\u3067\u306fPV\u753b\u50cf\u3078\u306e\u8ee2\u7528\u3068\u3044\u3046\u3053\u3068\u3067\u81ea\u5206\u306e\u8003\u3048\u3092\u53d6\u308a\u5165\u308c\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u7d50\u679c\u306f\u5b8c\u74a7\u3068\u306f\u7a0b\u9060\u3044\u3082\u306e\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u304c\u3001\u672c\u8a18\u4e8b\u3067\u8003\u3048\u305f\u3053\u3068\u3084\u898b\u3048\u3066\u304d\u305f\u554f\u984c\u70b9\u3092\u5171\u6709\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"#1\">\u9854\u65b9\u5411\u691c\u51fa\u3068\u306f<\/a><\/li>\n<li><a href=\"#2\">PV\u52d5\u753b\u3067\u306e\u30c6\u30b9\u30c8<\/a><\/li>\n<li><a href=\"#3\">\u554f\u984c\u70b9\u30fb\u6539\u5584\u6848<\/a><\/li>\n<\/ul>\n<h3 id=\"1\">\u9854\u65b9\u5411\u691c\u51fa\u3068\u306f<\/h3>\n<p>\u9854\u65b9\u5411\u691c\u51fa\u3068\u306f\u3001\u753b\u9762\u4e0a\u306e\u9854\u306e\u5411\u304d\u3092\u63a8\u5b9a\u3059\u308b\u6280\u8853\u3067\u3059\u3002\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u9854\u306e\u69d8\u3005\u306a\u30d1\u30fc\u30c4\u306e\u5ea7\u6a19\uff08\u7279\u5fb4\u70b9\uff09\u3092\u63a8\u5b9a\u3057\u3066\u304b\u3089\u3001\u305d\u306e\u7279\u5fb4\u70b9\u3092\u7528\u3044\u3066\u9854\u306e\u5411\u304d\u3092\u8a08\u7b97\u3057\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u306e\u30e2\u30c7\u30eb\u3067\u306f\u76ee\u30fb\u9f3b\u30fb\u53e3\u304b\u308968\u500b\u306e\u7279\u5fb4\u70b9\u3092\u63a8\u5b9a\u3057\u307e\u3059\uff08\u4e0b\u56f3\uff09\u3002\u3053\u306e\u30e2\u30c7\u30eb\uff0868point_dlib_with_pose.caffemodel\uff09\u306f\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u3001 python \u306e dlib \u3068 opencv \u3067\u7c21\u5358\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife\" title=\"\u9854\u306e\u7279\u5fb4\u91cf\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20210430101311.jpg\" alt=\"f:id:gri-blog:20210430101311j:plain\" \/><figcaption>\u9854\u306e\u7279\u5fb4\u70b9<\/figcaption><\/figure>\n<blockquote><p>\u51fa\u5178 : <a href=\"https:\/\/www.pyimagesearch.com\/2017\/04\/03\/facial-landmarks-dlib-opencv-python\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.pyimagesearch.com\/2017\/04\/03\/facial-landmarks-dlib-opencv-python\/<\/a><\/p><\/blockquote>\n<p>\u3053\u3053\u304b\u3089\u9854\u306e\u5411\u304d\u3092\u63a8\u5b9a\u3059\u308b\u65b9\u6cd5\u3068\u3057\u3066\u3001\u30aa\u30a4\u30e9\u30fc\u89d2\u3092\u5229\u7528\u3059\u308b\u624b\u6cd5\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u753b\u50cf\u306e\u30d4\u30af\u30bb\u30eb\u306b\u52a0\u3048\u3066\u5965\u884c\u306e\u5ea7\u6a19\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u3067\u30ed\u30fc\u30eb\u30d4\u30c3\u30c1\u30e8\u30fc\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/learnopencv.com\/head-pose-estimation-using-opencv-and-dlib\/\" target=\"_blank\" rel=\"noopener\">https:\/\/learnopencv.com\/head-pose-estimation-using-opencv-and-dlib\/<\/a><\/li>\n<\/ul>\n<p>\u3057\u304b\u3057\u3001\u4eca\u56de\u306f\u30e9\u30a4\u30d6\u753b\u50cf\u3078\u306e\u8ee2\u7528\u3068\u3044\u3046\u3053\u3068\u3067\u8907\u6570\u4eba\u3092\u540c\u6642\u306b\u691c\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u5965\u884c\u306e\u63a8\u5b9a\u304c\u96e3\u3057\u3044\u3068\u8003\u3048\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u3001\u4ee5\u4e0b\u306e\u6761\u4ef6\u3067\u9854\u306e\u5411\u304d\u304c\u6b63\u9762\u3067\u3042\u308b\u304b\u3092\u5224\u5225\u3057\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li>\u9854\u306e\u4e21\u7aef\u306e\u70b9\uff08\u4e0a\u306e\u753b\u50cf\u306e 1, 17 \u756a\uff09\u306e\u4e2d\u9593\u70b9\u3092\u6c42\u3081\u308b<\/li>\n<li>\u9f3b\u982d\u70b9\uff08\u4e0a\u306e\u753b\u50cf\u306e 31 \u756a\uff09\u306e x \u5ea7\u6a19\u3092\u3068\u308b<\/li>\n<li>\u4e2d\u9593\u70b9\u3068\u9f3b\u982d\u70b9\u306e x \u5ea7\u6a19\u304c\u8fd1\u3051\u308c\u3070\u3001\u300c\u8868\u9762\u3092\u5411\u3044\u3066\u3044\u308b\u300d\u3068\u3059\u308b<\/li>\n<\/ol>\n<p>\u9854\u306e\u4e0a\u4e0b\u306b\u3064\u3044\u3066\u306f\u6761\u4ef6\u3092\u5b9a\u3081\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u3068\u308a\u3042\u3048\u305a\u3053\u308c\u3067\u30e9\u30a4\u30d6\u52d5\u753b\u306e\u9854\u65b9\u5411\u691c\u51fa\u3092\u884c\u3063\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li>\u753b\u50cf\u304b\u3089\u9854\u3092\u691c\u51fa\u3059\u308b<\/li>\n<li>\u691c\u51fa\u3055\u308c\u305f\u9854\u304b\u3089 68point_dlib_with_pose.caffemodel \u3092\u5229\u7528\u3057\u3066\u7279\u5fb4\u70b9\u3092\u63a8\u5b9a\u3059\u308b<\/li>\n<li>\u7279\u5fb4\u70b9\u304b\u3089\u9854\u306e\u5411\u304d\u304c\u6b63\u9762\u304b\u3069\u3046\u304b\u3092\u5224\u5225\u3059\u308b<\/li>\n<li>1~3\u3092 1 \u30d5\u30ec\u30fc\u30e0\u3054\u3068\u306b\u884c\u3046<\/li>\n<\/ol>\n<h3 id=\"2\">PV\u52d5\u753b\u3067\u306e\u30c6\u30b9\u30c8<\/h3>\n<p>\u52d5\u753b\u306f LDH JAPAN \u3055\u3093\u306e\u3082\u306e\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u30c0\u30f3\u30b9\u304c\u304b\u3063\u3053\u3044\u3044\u3067\u3059\uff01\uff01<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/Fh500mP4CR0?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><cite class=\"hatena-citation\"><a href=\"https:\/\/www.youtube.com\/watch?v=Fh500mP4CR0\">www.youtube.com<\/a><\/cite><\/p>\n<p>\u5168\u3066\u306e\u30d5\u30ec\u30fc\u30e0\u3067\u884c\u3046\u3068\u9577\u3044\u306e\u3067\u4e00\u90e8\u5206\u3092\u629c\u7c8b\u3057\u3066\u8868\u793a\u3057\u307e\u3059\u3002\u9854\u304c\u691c\u51fa\u3055\u308c\u308b\u3068\u9ed2\u67a0\u3001\u52a0\u3048\u3066\u8868\u9762\u3092\u5411\u3044\u3066\u3044\u308c\u3070\u8d64\u67a0\u3092\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure class=\"figure-image figure-image-fotolife\" title=\"PV\u753b\u50cf\u3067\u306e\u9854\u65b9\u5411\u691c\u51fa\u30c6\u30b9\u30c8\"><img decoding=\"async\" class=\"hatena-fotolife\" title=\"\" src=\"\/media\/wp\/wp-content\/uploads\/2021\/08\/20210506002542.gif\" alt=\"f:id:gri-blog:20210506002542g:plain\" \/><\/figure>\n<p>PV\u753b\u50cf\u3067\u306e\u9854\u65b9\u5411\u691c\u51fa\u30c6\u30b9\u30c8<\/p>\n<p>\u30a2\u30c3\u30d7\u306e\u90e8\u5206\u306f\u4e0a\u624b\u304f\u3044\u3063\u3066\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u5c11\u3057\u5f15\u3044\u305f\u8996\u70b9\u3067\u306f\u5fae\u5999\u3068\u3044\u3063\u305f\u7d50\u679c\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6b21\u3067\u8a73\u3057\u304f\u8003\u5bdf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"3\">\u554f\u984c\u70b9\u30fb\u6539\u5584\u6848<\/h3>\n<p>\u30c6\u30b9\u30c8\u3092\u884c\u3063\u3066\u898b\u3064\u304b\u3063\u305f\u554f\u984c\u70b9\u3092\u6319\u3052\u3066\u3044\u304d\u307e\u3059\u3002\u4e0a\u306egif \u753b\u50cf\u4ee5\u5916\u306e\u3068\u3053\u308d\u3082\u542b\u307f\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u8868\u9762\u3092\u691c\u51fa\u3067\u304d\u3066\u3044\u306a\u3044\u90e8\u5206\u304c\u3042\u308b<\/li>\n<li>\u8996\u70b9\u304c\u9060\u3044\u3068\u9854\u304c\u691c\u51fa\u3055\u308c\u306a\u3044<\/li>\n<li>\u30de\u30b9\u30af\u306a\u5e3d\u5b50\u306a\u3069\u306e\u8863\u88c5\u306b\u3088\u3063\u3066\u9854\u304c\u691c\u51fa\u3055\u308c\u306a\u3044<\/li>\n<li>\u7167\u660e\u306e\u8272\u306b\u3088\u3063\u3066\u9854\u304c\u691c\u51fa\u3055\u308c\u306a\u3044<\/li>\n<\/ul>\n<p>\u8868\u9762\u3092\u691c\u51fa\u3067\u304d\u3066\u3044\u306a\u3044\u90e8\u5206\u306b\u95a2\u3057\u3066\u306f\u3001\u6761\u4ef6\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u6539\u5584\u3067\u304d\u305d\u3046\u3067\u3059\u3002\u9854\u306e\u691c\u51fa\u306b\u3064\u3044\u3066\u306f dlib \u304c\u691c\u51fa\u3067\u304d\u308b\u7bc4\u56f2\u306b\u753b\u50cf\u3092\u30ea\u30b5\u30a4\u30ba\u3057\u3001\u7167\u660e\u306f HSV \u5909\u63db\u3092\u3057\u3066\u660e\u5ea6\u3001\u5f69\u5ea6\u3092\u8abf\u6574\u3059\u308b\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u8863\u88c5\u306b\u3064\u3044\u3066\u306f\u73fe\u72b6\u601d\u3044\u3064\u304b\u306a\u3044\u3067\u3059\u2026<\/p>\n<p>\u5b9f\u969b\u306b\u306f\u30e9\u30a4\u30d6\u52d5\u753b\u3078\u306e\u8ee2\u7528\u3092\u30a4\u30e1\u30fc\u30b8\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u7279\u306b\u4f4e\u89e3\u50cf\u5ea6\u306e\u9854\u8a8d\u8b58\u3092\u3069\u3046\u3059\u308b\u304b\u3092\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3082\u3063\u3068\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u3042\u308a\u305d\u3046\u3060\u3068\u601d\u3063\u305f\u306e\u3067\u5f15\u304d\u7d9a\u304d\u8ffd\u3063\u3066\u3044\u304d\u305f\u3044\u3068\u304a\u3082\u3044\u307e\u3059\u3002<\/p>\n<p>GRI \u3067\u306f\u3053\u306e\u3088\u3046\u306a AI \u958b\u767a\u3082\u884c\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u4eca\u5f8c\u3068\u3082\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p>\u5206\u6790\u5b98\u3000\u5b89\u4e95\u512a\u5e73<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PV\u52d5\u753b\u3067\u9854\u65b9\u5411\u691c\u51fa\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u8abf\u3079\u3066\u307f\u308b\u3068\u69d8\u3005\u306a\u56de\u7b54\u304c\u3042\u308a\u9762\u767d\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306e\u30e2\u30c7\u30eb\u3067\u306fPV\u753b\u50cf\u3078\u306e\u8ee2\u7528\u3068\u3044\u3046\u3053\u3068\u3067\u81ea\u5206\u306e\u8003\u3048\u3092\u53d6\u308a\u5165\u308c\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u7d50\u679c\u306f\u5b8c\u74a7\u3068\u306f\u7a0b\u9060\u3044\u3082<\/p>\n","protected":false},"author":35,"featured_media":4566,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-389","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-datascience"],"acf":[],"meta_field":{"_edit_last":["1"],"_wp_page_template":["default"],"memo":["\u306a\u3057"],"_edit_lock":["1628838824:1"],"_pv_count":["a:24:{i:16;i:96;i:13;i:94;i:15;i:104;i:14;i:129;i:7;i:23;i:6;i:22;i:4;i:72;i:23;i:51;i:11;i:97;i:1;i:55;i:10;i:94;i:19;i:50;i:0;i:39;i:3;i:98;i:12;i:69;i:20;i:65;i:5;i:44;i:18;i:118;i:21;i:62;i:22;i:50;i:17;i:76;i:8;i:33;i:9;i:53;i:2;i:207;}"],"pv_count":["1801"],"_thumbnail_id":["4566"]},"_links":{"self":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts\/389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/users\/35"}],"replies":[{"embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/comments?post=389"}],"version-history":[{"count":4,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts\/389\/revisions"}],"predecessor-version":[{"id":1047,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/posts\/389\/revisions\/1047"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/media\/4566"}],"wp:attachment":[{"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/media?parent=389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/categories?post=389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gri.jp\/media\/wp-json\/wp\/v2\/tags?post=389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}