{"id":2309,"date":"2022-09-12T04:00:00","date_gmt":"2022-09-11T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2309"},"modified":"2022-09-12T04:00:00","modified_gmt":"2022-09-11T19:00:00","slug":"yolov6%e3%80%81yolov7","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2309","title":{"rendered":"YOLOv6\u3001YOLOv7"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications&nbsp;<\/strong>[16.0]<br>YOLOv6-N\u306f\u3001NVIDIA Tesla T4 GPU\u4e0a\u30671234 FPS\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3067COCO\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306735.9%AP\u306b\u9054\u3059\u308b\u3002 YOLOv6-S \u306f 495 FPS \u3067 43.5% AP \u3092\u653b\u6483\u3057\u3001\u4ed6\u306e\u4e3b\u6d41\u691c\u51fa\u5668\u3092\u540c\u3058\u898f\u6a21\u3067\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002 YOLOv6-M\/L\u306f\u3001\u540c\u69d8\u306e\u63a8\u8ad6\u901f\u5ea6\u3092\u6301\u3064\u4ed6\u306e\u691c\u51fa\u5668\u3088\u308a\u3082\u7cbe\u5ea6(49.5%\/52.3%)\u304c\u9ad8\u3044\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2209.02976v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2209.02976v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 7 Sep 2022 07:47:58 GMT)<ul><li>YOLOv6\u306e\u8ad6\u6587\u3002\u30aa\u30ea\u30b8\u30ca\u30eb\u306eYOLO\u4f5c\u8005\u306b\u3088\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u4f5c\u8005\u306e\u8a31\u53ef\u3092\u5f97\u3066\u547d\u540d\u3057\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002\u6bd4\u8f03\u304c\u96e3\u3057\u3044\u304cYOLOv7\u3092\u542b\u3080\u4ed6\u306e\u624b\u6cd5\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u72b6\u6cc1\u3082\u591a\u305d\u3046\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/meituan\/yolov6\">meituan\/YOLOv6: YOLOv6: a single-stage object detection framework dedicated to industrial applications. (github.com)<\/a><\/li><\/ul><\/li><\/ul>\n\n\n\n<p>YOLOv7\u306f\u2193<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors\u00a0<\/strong>[14.2]<br>YOLOv7\u306f5FPS\u304b\u3089160FPS\u307e\u3067\u306e\u901f\u5ea6\u3068\u7cbe\u5ea6\u3067\u3001\u65e2\u77e5\u306e\u5168\u3066\u306e\u7269\u4f53\u691c\u51fa\u5668\u3092\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002 YOLOv7\u306f\u3001GPU V100\u4e0a\u306730FPS\u4ee5\u4e0a\u306e\u5b9f\u6642\u9593\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u5668\u306e\u4e2d\u3067\u3001\u6700\u9ad8\u7cbe\u5ea6\u306e56.8%\u306eAP\u3092\u6301\u3064\u3002 YOLOv7\u306f\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u91cd\u307f\u3092\u4f7f\u308f\u305a\u306b\u3001\u30b9\u30af\u30e9\u30c3\u30c1\u304b\u3089MS\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306e\u307f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2207.02696v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2207.02696v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 6 Jul 2022 14:01:58 GMT)<ul><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/wongkinyiu\/yolov7\">WongKinYiu\/yolov7: Implementation of paper &#8211; YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors (github.com)<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications&nbsp;[16.0]YOLOv6-N\u306f\u3001NVIDIA Tesl &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2309\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;YOLOv6\u3001YOLOv7&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[454,616],"class_list":["post-2309","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-yolo","tag-616"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2309","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2309"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2309\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2309"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2309"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}