{"id":7012,"date":"2024-10-09T01:59:43","date_gmt":"2024-10-09T01:59:43","guid":{"rendered":"https:\/\/www.mixtile.com\/?post_type=ht_kb&#038;p=7012"},"modified":"2024-10-30T07:15:52","modified_gmt":"2024-10-30T07:15:52","slug":"running-yolov8-on-mixtile-edge-2-kit","status":"publish","type":"ht_kb","link":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/","title":{"rendered":"Mixtile\u30a8\u30c3\u30b82\u30ad\u30c3\u30c8\u3067YOLOv8\u3092\u52d5\u304b\u3059"},"content":{"rendered":"<div class=\"wp-block-jetpack-markdown\"><p><!-- # Running YOLOv8 on Mixtile Edge 2 Kit --><\/p>\n<p>YOLOv8\u306f\u3001\u305d\u306e\u901f\u5ea6\u3068\u52b9\u7387\u6027\u304b\u3089\u3001\u30a8\u30c3\u30b8\u30fb\u30c7\u30d0\u30a4\u30b9\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5c55\u958b\u306b\u9069\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f <a href=\"https:\/\/github.com\/airockchip\/rknn_model_zoo\">rknn_model_zoo<\/a> \u3067\u3001YOLOv8\u3092Mixtile Edge 2 Kit\uff08\u4ee5\u4e0b\u3001Edge 2\uff09\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u63a8\u8ad6\u3092\u884c\u3046\u65b9\u6cd5\u3092\u8aac\u660e\u3059\u308b\u3002<\/p>\n<h2>\u524d\u63d0\u6761\u4ef6<\/h2>\n<p>\u59cb\u3081\u308b\u524d\u306b\u3001\u3042\u306a\u305f\u304c\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n<ul>\n<li>Edge 2\u306bLinux\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002 <a href=\"https:\/\/www.mixtile.com\/ja\/docs\/installing-an-operating-system-on-mixtile-edge2-kit\/\">Mixtile Edge 2\u30ad\u30c3\u30c8\u3078\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/a>).<\/li>\n<li>Edge 2\u3092\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3002<\/li>\n<\/ul>\n<blockquote>\n<p>\u3053\u306e\u30ac\u30a4\u30c9\u306f <a href=\"https:\/\/downloads.mixtile.com\/edge2\/debian_image\/image-release-rockchip-format-mixtile-edge2-debian11-20240909.img.zip\">Debian 11<\/a>.<\/p>\n<\/blockquote>\n<h2>\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h2>\n<pre><code class=\"language-bash\">sudo apt update\nsudo apt install -y libopencv-dev cmake build-essential\n<\/code><\/pre>\n<h2>\u30c7\u30e2\u3068\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h2>\n<ol>\n<li>\n<p>\u30c7\u30e2\u3092Edge 2\u306e\u4efb\u610f\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff08\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3068\u3057\u307e\u3059\uff09\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff1a<\/p>\n<pre><code class=\"language-bash\">cd ~\ngit clone https:\/\/github.com\/airockchip\/rknn_model_zoo\n<\/code><\/pre>\n<\/li>\n<li>\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 <code>yolov8n.rknn<\/code> \u30e2\u30c7\u30eb\u3067\u3042\u308b\uff1a<\/p>\n<pre><code class=\"language-bash\">cd rknn_model_zoo\/examples\/yolov8\/model\nwget https:\/\/downloads.mixtile.com\/doc-files\/yolov8\/rk3568\/yolov8n.rknn\n<\/code><\/pre>\n<blockquote>\n<p>\u306b\u3064\u3044\u3066 <code>yolov8n.rknn<\/code> \u4e0a\u8a18\u306e\u30e2\u30c7\u30eb\u306f <code>yolov8n.onnx<\/code> \u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/github.com\/airockchip\/rknn_model_zoo\/blob\/main\/examples\/yolov8\/README.md#4-convert-to-rknn\">RKNN\u306b\u5909\u63db<\/a>).\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4ed6\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/p>\n<\/blockquote>\n<\/li>\n<\/ol>\n<h2>\u30c7\u30e2\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b<\/h2>\n<pre><code class=\"language-bash\"># rknn_model_zoo\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\ncd ~\/rknn_model_zoo\n\n# build-linux.sh\u306b\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u3092\u4e0e\u3048\u307e\u3059\u3002\nchmod 777 build-linux.sh\n\n#\u30c7\u30e2\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\n.\/build-linux.sh -t rk3568 -a aarch64 -d yolov8\n<\/code><\/pre>\n<p>\u30c7\u30e2\u304c\u30b3\u30f3\u30d1\u30a4\u30eb\u3055\u308c\u308b\u3068\u3001\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb <code>RKNN_YOLOV8_DEMO<\/code> \u306b\u51fa\u529b\u3055\u308c\u308b\u3002 <code>rknn_model_zoo\/install\/rk356x_linux_aarch64\/rknn_yolov8_demo<\/code>:<\/p>\n<pre><code class=\"language-bash\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\n\u2514\u2500\u2500 rk356x_linux_aarch64\n    \u2514\u2500\u2500 rknn_yolov8_demo\n        \u251c\u2500\u2500 lib\n        \u251c\u2500\u2500 librga.so\n        \u251c\u2500\u2500 librknnrt.so\n        \u30e2\u30c7\u30eb\n        \u2502 \u251c\u2500\u2500 bus.jpg\n        \u2502 \u251c\u2500\u2500 coco_80_labels_list.txt\n        \u2502 \u2514\u2500\u2500 yolov8n.rknn\n        \u251c\u2500\u2500 rknn_yolov8_demo\n        \u2514\u2500\u2500rknn_yolov8_demo_zero_copy\n<\/code><\/pre>\n<h2>\u63a8\u8ad6\u3092\u884c\u3046<\/h2>\n<p><strong>\u4f7f\u3044\u65b9\uff1a<\/strong><\/p>\n<pre><code class=\"language-bash\">.\/rknn_yolov8_demo  &lt;\u5165\u529b\u30a4\u30e1\u30fc\u30b8\n<\/code><\/pre>\n<p><strong>\u4f8b<\/strong>\n\u4ee5\u4e0b\u306e\u4f8b\u306f\u3001\u4ee5\u4e0b\u306e\u63a8\u8ad6\u3092\u5b9f\u884c\u3059\u308b\u3002 <code>\u30e2\u30c7\u30eb\/\u30d0\u30b9.jpg<\/code> \u5165\u529b\u753b\u50cf\u3092 <code>model\/yolov8n.rknn<\/code> \u30e2\u30c7\u30eb\u3067\u3042\u308b\uff1a<\/p>\n<p><img src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/yolov8-inference-bus-input.jpg?w=1020&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\"><\/p>\n<pre><code class=\"language-bash\"># \u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\ncd ~\/rknn_model_zoo\/install\/rk356x_linux_aarch64\/rknn_yolov8_demo\/ \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\n\n# set LD_LIBRARY_PATH\nexport LD_LIBRARY_PATH=.\/lib\n\n#\u63a8\u8ad6\u3092\u5b9f\u884c\u3059\u308b\n.\/rknn_yolov8_demo model\/yolov8n.rknn model\/bus.jpg\n<\/code><\/pre>\n<h2>\u671f\u5f85\u3055\u308c\u308b\u7d50\u679c<\/h2>\n<p>\u51fa\u529b\u306b\u306f\u3001\u30e9\u30d9\u30eb\u3001\u5ea7\u6a19\u3001\u5bfe\u5fdc\u3059\u308b\u30b9\u30b3\u30a2\u306a\u3069\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\uff1a<\/p>\n<pre><code class=\"language-bash\">\u4eba@ (211 241 282 506) 0.864\n\u30d0\u30b9@ (96 136 549 449) 0.864\n\u4eba@ (109 235 225 535) 0.860\n\u4eba@ (477 226 560 522) 0.848\n\u4eba@ (79 327 116 513) 0.306\n<\/code><\/pre>\n<p>\u51fa\u529b\u753b\u50cf\u306f <code>rknn_model_zoo\/install\/rk356x_linux_aarch64\/rknn_yolov8_demo\/out.png<\/code>:<\/p>\n<p><img src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/yolov8-inference-bus-output.jpg?w=1020&#038;ssl=1\" alt=\"yolov8-inference-bus-output\" data-recalc-dims=\"1\"><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Uses a demo to describe how to run YOLOv8 on Mixtile Edge 2 Kit.<\/p>","protected":false},"author":110,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"spay_email":""},"ht-kb-category":[211],"ht-kb-tag":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Running YOLOv8 on Mixtile Edge 2 Kit | Mixtile<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Running YOLOv8 on Mixtile Edge 2 Kit | Mixtile\" \/>\n<meta property=\"og:description\" content=\"Uses a demo to describe how to run YOLOv8 on Mixtile Edge 2 Kit.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/\" \/>\n<meta property=\"og:site_name\" content=\"Mixtile\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-30T07:15:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.mixtile.com\/app\/uploads\/yolov8-inference-bus-input.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/#organization\",\"name\":\"Mixtile Limited\",\"url\":\"https:\/\/www.mixtile.com\/ja\/\",\"sameAs\":[],\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/#logo\",\"inLanguage\":\"ja\",\"url\":\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2022\/02\/logo.svg\",\"contentUrl\":\"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2022\/02\/logo.svg\",\"caption\":\"Mixtile Limited\"},\"image\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/#logo\"}},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/#website\",\"url\":\"https:\/\/www.mixtile.com\/ja\/\",\"name\":\"Mixtile\",\"description\":\"Hardware for IoT Solutions\",\"publisher\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.mixtile.com\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#primaryimage\",\"inLanguage\":\"ja\",\"url\":\"https:\/\/www.mixtile.com\/app\/uploads\/yolov8-inference-bus-input.jpg\",\"contentUrl\":\"https:\/\/www.mixtile.com\/app\/uploads\/yolov8-inference-bus-input.jpg\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#webpage\",\"url\":\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/\",\"name\":\"Running YOLOv8 on Mixtile Edge 2 Kit | Mixtile\",\"isPartOf\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#primaryimage\"},\"datePublished\":\"2024-10-09T01:59:43+00:00\",\"dateModified\":\"2024-10-30T07:15:52+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.mixtile.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Running YOLOv8 on Mixtile Edge 2 Kit\"}]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Running YOLOv8 on Mixtile Edge 2 Kit | Mixtile","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/","og_locale":"ja_JP","og_type":"article","og_title":"Running YOLOv8 on Mixtile Edge 2 Kit | Mixtile","og_description":"Uses a demo to describe how to run YOLOv8 on Mixtile Edge 2 Kit.","og_url":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/","og_site_name":"Mixtile","article_modified_time":"2024-10-30T07:15:52+00:00","og_image":[{"url":"https:\/\/www.mixtile.com\/app\/uploads\/yolov8-inference-bus-input.jpg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Organization","@id":"https:\/\/www.mixtile.com\/ja\/#organization","name":"Mixtile Limited","url":"https:\/\/www.mixtile.com\/ja\/","sameAs":[],"logo":{"@type":"ImageObject","@id":"https:\/\/www.mixtile.com\/ja\/#logo","inLanguage":"ja","url":"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2022\/02\/logo.svg","contentUrl":"https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2022\/02\/logo.svg","caption":"Mixtile Limited"},"image":{"@id":"https:\/\/www.mixtile.com\/ja\/#logo"}},{"@type":"WebSite","@id":"https:\/\/www.mixtile.com\/ja\/#website","url":"https:\/\/www.mixtile.com\/ja\/","name":"Mixtile","description":"Hardware for IoT Solutions","publisher":{"@id":"https:\/\/www.mixtile.com\/ja\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.mixtile.com\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"ImageObject","@id":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#primaryimage","inLanguage":"ja","url":"https:\/\/www.mixtile.com\/app\/uploads\/yolov8-inference-bus-input.jpg","contentUrl":"https:\/\/www.mixtile.com\/app\/uploads\/yolov8-inference-bus-input.jpg"},{"@type":"WebPage","@id":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#webpage","url":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/","name":"Running YOLOv8 on Mixtile Edge 2 Kit | Mixtile","isPartOf":{"@id":"https:\/\/www.mixtile.com\/ja\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#primaryimage"},"datePublished":"2024-10-09T01:59:43+00:00","dateModified":"2024-10-30T07:15:52+00:00","breadcrumb":{"@id":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.mixtile.com\/ja\/docs\/running-yolov8-on-mixtile-edge-2-kit\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.mixtile.com\/"},{"@type":"ListItem","position":2,"name":"Running YOLOv8 on Mixtile Edge 2 Kit"}]}]}},"_links":{"self":[{"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/ht-kb\/7012"}],"collection":[{"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/ht-kb"}],"about":[{"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/types\/ht_kb"}],"author":[{"embeddable":true,"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/users\/110"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/comments?post=7012"}],"version-history":[{"count":7,"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/ht-kb\/7012\/revisions"}],"predecessor-version":[{"id":7545,"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/ht-kb\/7012\/revisions\/7545"}],"wp:attachment":[{"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/media?parent=7012"}],"wp:term":[{"taxonomy":"ht_kb_category","embeddable":true,"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/ht-kb-category?post=7012"},{"taxonomy":"ht_kb_tag","embeddable":true,"href":"https:\/\/www.mixtile.com\/ja\/wp-json\/wp\/v2\/ht-kb-tag?post=7012"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}