{"id":3673,"date":"2018-06-13T10:50:39","date_gmt":"2018-06-13T01:50:39","guid":{"rendered":"http:\/\/www.ois-yokohama.co.jp\/oisblog\/?p=3673"},"modified":"2021-05-19T10:56:29","modified_gmt":"2021-05-19T01:56:29","slug":"darknetyolo%e3%81%ab%e3%82%88%e3%82%8b%e7%89%a9%e4%bd%93%e6%a4%9c%e5%87%ba","status":"publish","type":"post","link":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/archives\/3673","title":{"rendered":"Darknet+YOLO\u306b\u3088\u308b\u7269\u4f53\u691c\u51fa"},"content":{"rendered":"<div class=\"veu_autoEyeCatchBox\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"497\" src=\"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions.png 773w, https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions-300x199.png 300w, https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions-768x509.png 768w\" sizes=\"auto, (max-width: 750px) 100vw, 750px\" \/><\/div>\n<p>\u300cDarknet\u300d\u3068\u300cYOLO\u300d\u3092\u4f7f\u3063\u305f\u7269\u4f53\u691c\u51fa\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2>Table of Contents<\/h2>\n<div id=\"content\">\n<div id=\"table-of-contents\">\n<div id=\"text-table-of-contents\">\n<ul>\n<li><a href=\"#sec-1\">1. Darknet\/YOLO\u3068\u306f<\/a><\/li>\n<li><a href=\"#sec-2\">2. \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/a>\n<ul>\n<li><a href=\"#sec-2-1\">2.1. Darknet\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/a><\/li>\n<li><a href=\"#sec-2-2\">2.2. \u30e2\u30c7\u30eb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#sec-3\">3. \u52d5\u304b\u3059<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div id=\"outline-container-sec-1\" class=\"outline-2\">\n<h2 id=\"sec-1\"><span class=\"section-number-2\">1<\/span> Darknet\/YOLO\u3068\u306f<\/h2>\n<div id=\"text-1\" class=\"outline-text-2\"><strong>Darknet:<\/strong><\/div>\n<p>C\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002<br \/>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5bb9\u6613\u3067\u8a66\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<div class=\"outline-text-2\"><strong>YOLO:<\/strong><\/div>\n<p>\u7269\u4f53\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e00\u7a2e\u3002\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306fv3\u3067\u3001<br \/>\n\u4eca\u56de\u306f\u3053\u308c\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<div class=\"outline-text-2\">\u7a2e\u3005\u3042\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e2d\u3067\u3082\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u3068\u306e\u3053\u3068\u3002<br \/>\n\u5143\u306fDarknet\u3067\u5b9f\u88c5\u3055\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u304c\u3001<br \/>\nTensorFlow\u3084Chainer\u7248\u306a\u3069\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/div>\n<p>&nbsp;<\/p>\n<div class=\"outline-text-2\">\u53c2\u8003\uff1a<a href=\"https:\/\/pjreddie.com\/darknet\/yolo\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u516c\u5f0f\u30b5\u30a4\u30c8<\/a><\/div>\n<p>&nbsp;<\/p>\n<div class=\"outline-text-2\"><\/div>\n<div id=\"outline-container-sec-2\" class=\"outline-2\">\n<h2 id=\"sec-2\"><span class=\"section-number-2\">2<\/span> \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<div id=\"text-2\" class=\"outline-text-2\">\u4eca\u56de\u306fMac(OS X El Capitan)\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u304c\u3001<br \/>\nLinux\u3067\u3082\u540c\u69d8\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u51fa\u6765\u307e\u3059\u3002<\/div>\n<p>&nbsp;<\/p>\n<div id=\"content\">\n<div id=\"outline-container-sec-2\" class=\"outline-2\">\n<div id=\"outline-container-sec-2-1\" class=\"outline-3\">\n<h3 id=\"sec-2-1\"><span class=\"section-number-3\">2.1<\/span> Darknet\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<div id=\"text-2-1\" class=\"outline-text-3\">\n<p>Github\u304b\u3089\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u53d6\u5f97\u3057\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"example\">$ git clone https:\/\/github.com\/pjreddie\/darknet.git\r\n$ cd darknet\r\n$ make\r\n<\/pre>\n<p>\u52d5\u753b\u5165\u529b\u3084Web\u30ab\u30e1\u30e9\u3067\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u51fa\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u3001\u5225\u9014CUDA\u3084OpenCV\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\nDarknet\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u3053\u308c\u3089\u3092\u4f7f\u7528\u3057\u306a\u3044\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4e0b\u8a18Makefile\u306e\u4fee\u6b63\u3092\u884c\u3044\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u753b\u50cf\u5165\u529b\u306e\u5834\u5408\u306f\u3001CUDA\u3084OpenCV\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u884c\u308f\u306a\u304f\u3066\u3082OK\u3067\u3059\u3002<\/p>\n<pre class=\"example\">GPU=1    # 1\u306b\u8a2d\u5b9a\u3059\u308b\r\n...\r\nOPENCV=1 # 1\u306b\u8a2d\u5b9a\u3059\u308b\r\n<\/pre>\n<\/div>\n<\/div>\n<div id=\"outline-container-sec-2-2\" class=\"outline-3\">\n<h3 id=\"sec-2-2\"><span class=\"section-number-3\">2.2<\/span> \u30e2\u30c7\u30eb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n<div id=\"text-2-2\" class=\"outline-text-3\">\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u5b66\u7fd2\u6e08\u307f\u306eYOLO\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u4ee5\u4e0b\u30b3\u30de\u30f3\u30c9\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"example\">$ wget https:\/\/pjreddie.com\/media\/files\/yolov3.weights\r\n<\/pre>\n<p>YOLO\u30e2\u30c7\u30eb\u306fCOCO\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5b66\u7fd2\u3055\u308c\u3066\u304a\u308a\u3001<br \/>\n\u5224\u5b9a\u30af\u30e9\u30b9\u306f\u3001person, car, dog\u306a\u306980\u30af\u30e9\u30b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"outline-container-sec-3\" class=\"outline-2\">\n<h2 id=\"sec-3\"><span class=\"section-number-2\">3<\/span> \u52d5\u304b\u3059<\/h2>\n<div id=\"text-3\" class=\"outline-text-2\">\n<p>\u9759\u6b62\u753b\u306e\u63a8\u8ad6\u3092\u884c\u3046\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"example\">$ .\/darknet detect cfg\/yolov3.cfg yolov3.weights data\/eagle.jpg\r\n<\/pre>\n<p>&nbsp;<\/p>\n<p>\u63a8\u8ad6\u304c\u5b8c\u4e86\u3059\u308b\u3068\u63a8\u8ad6\u7d50\u679c\u306e\u753b\u50cf(predictions.png)\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<\/p>\n<div class=\"figure\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3681 size-full\" src=\"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions.png\" alt=\"predictions\" width=\"773\" height=\"512\" srcset=\"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions.png 773w, https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions-300x199.png 300w, https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2018\/06\/predictions-768x509.png 768w\" sizes=\"auto, (max-width: 773px) 100vw, 773px\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u306f\u7269\u4f53\u691c\u51fa\u4ee5\u5916\u306b\u3082<br \/>\nDarknet+\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u4f5c\u3089\u308c\u305f<br \/>\n<a href=\"https:\/\/pjreddie.com\/darknet\/darkgo-go-in-darknet\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u56f2\u7881<\/a>\u3084<a href=\"https:\/\/pjreddie.com\/darknet\/nightmare\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u753b\u50cf\u52a0\u5de5\u30bd\u30d5\u30c8<\/a>\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3069\u3061\u3089\u3082\u7269\u4f53\u691c\u51fa\u3068\u540c\u69d8\u3001\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u8a66\u3059\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u306e\u3067\u3001<br \/>\n\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u8a66\u3057\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>\u25c6WEB\u4f1a\u8b70\uff0f\u30bb\u30df\u30ca\u30fc\u30b7\u30b9\u30c6\u30e0\u300eSzia\u300f<br \/>\n<a href=\"https:\/\/www.ois-yokohama.co.jp\/szia\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.ois-yokohama.co.jp\/szia\/<\/a><\/p>\n<p>\u25c6\u30b5\u30fc\u30d0\u30b5\u30a4\u30c9\u3067\u52d5\u4f5c\u3059\u308b\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u300eReDois\u300f<br \/>\n<a href=\"https:\/\/www.ois-yokohama.co.jp\/redois\/wp_redois\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.ois-yokohama.co.jp\/redois\/wp_redois\/<\/a><\/p>\n<p><a href=\"https:\/\/www.ois-yokohama.co.jp\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-6056 size-full\" src=\"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-content\/uploads\/2019\/06\/ois_logo.jpg\" alt=\"\u30aa\u30ea\u30a8\u30f3\u30bf\u30eb\u30a4\u30f3\u30d5\u30a9\u30fc\u30e1\u30a4\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\uff08OIS\uff09\" width=\"318\" height=\"145\" \/><\/a><\/p>\n<p style=\"color: #666666;\">\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3000<a style=\"color: #000000;\" href=\"http:\/\/www.ois-yokohama.co.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #000000;\">http:\/\/www.ois-yokohama.co.jp<\/span><\/a><\/p>\n<p style=\"color: #666666;\">facebook\u3000\u3000\u3000<a style=\"color: #000000;\" href=\"https:\/\/www.facebook.com\/orientalinformationservice\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #000000;\">https:\/\/www.facebook.com\/orientalinformationservice\/<\/span><\/a><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300cDarknet\u300d\u3068\u300cYOLO\u300d\u3092\u4f7f\u3063\u305f\u7269\u4f53\u691c\u51fa\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002 Table of Contents 1. Darknet\/YOLO\u3068\u306f 2. \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb 2.1. Darknet\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb 2.2. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3681,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"vkexunit_cta_each_option":"","footnotes":""},"categories":[2,6],"tags":[562,565,566,567,568,569],"class_list":["post-3673","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-leader","category-engineer","tag-c","tag-darknet","tag-yolo","tag-567","tag-568","tag-569"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/posts\/3673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/comments?post=3673"}],"version-history":[{"count":5,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/posts\/3673\/revisions"}],"predecessor-version":[{"id":7156,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/posts\/3673\/revisions\/7156"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/media\/3681"}],"wp:attachment":[{"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/media?parent=3673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/categories?post=3673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ois-yokohama.co.jp\/oisblog2018\/wp-json\/wp\/v2\/tags?post=3673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}