{"id":8418,"date":"2025-07-02T16:17:54","date_gmt":"2025-07-02T07:17:54","guid":{"rendered":"https:\/\/www.nkozawa.com\/blog\/?p=8418"},"modified":"2025-08-25T09:06:23","modified_gmt":"2025-08-25T00:06:23","slug":"hailo-ai%e3%83%a2%e3%83%87%e3%83%ab%e5%a4%89%e6%8f%9b%e7%92%b0%e5%a2%83%e3%81%ae%e6%a7%8b%e7%af%89%ef%bc%9adocker%e3%82%a4%e3%83%a1%e3%83%bc%e3%82%b8%e3%82%92%e6%b4%bb%e7%94%a8%e3%81%97%e3%81%9f","status":"publish","type":"post","link":"https:\/\/www.nkozawa.com\/blog\/archives\/8418","title":{"rendered":"Hailo AI\u30e2\u30c7\u30eb\u5909\u63db\u74b0\u5883\u306e\u69cb\u7bc9\uff1aDocker\u30a4\u30e1\u30fc\u30b8\u3092\u6d3b\u7528\u3057\u305f\u5c0e\u5165"},"content":{"rendered":"

\u4ee5\u524d\u306e\u8a18\u4e8b\u300cRasbberry Pi AI Kit\u7528\u306b\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u3092\u4f5c\u308b<\/a>\u300d\u306b\u5f93\u3044\u3001Hailo\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u7fa4\u3092Ubuntu\u74b0\u5883\u3067\u518d\u69cb\u7bc9\u3057\u3001\u30e2\u30c7\u30eb\u5909\u63db\u306e\u6e96\u5099\u3092\u3057\u3088\u3046\u3068\u8a66\u307f\u307e\u3057\u305f\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u554f\u984c\u306b\u76f4\u9762\u3057\u3001\u69cb\u7bc9\u3092\u65ad\u5ff5\u3057\u307e\u3057\u305f\u3002\u4e3b\u306a\u554f\u984c\u306f\u3001hailo_model_zoo\u306e\u9069\u5207\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\uff08dataflow compiler 3.29.0\u306b\u5bfe\u5fdc\u3059\u308b\u3082\u306e\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u306a\u3044\u3053\u3068\u3067\u3057\u305f\u3002\u5f53\u6642\u3001GitHub\u304b\u3089\u6700\u65b0\u7248\u3092\u30af\u30ed\u30fc\u30f3\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u30bf\u30b0\u6307\u5b9a\u3067\u904e\u53bb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3082\u3046\u307e\u304f\u3044\u304b\u305a\u3001\u30af\u30ed\u30fc\u30f3\u5f8c\u306b\u9069\u5207\u306a\u30b3\u30df\u30c3\u30c8\u306b\u5dfb\u304d\u623b\u3059\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u3067\u3057\u305f\u3002<\/p>\n

\u305d\u3053\u3067\u3001\u624b\u52d5\u3067\u306e\u69cb\u7bc9\u3092\u8a66\u307f\u308b\u3088\u308a\u3082\u3001\u914d\u5e03\u3055\u308c\u3066\u3044\u308bDocker\u30a4\u30e1\u30fc\u30b8\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n

https:\/\/hailo.ai\/developer-zone\/software-downloads\/<\/a><\/p>\n

Hailo AI Software Suite \u2013 Docker \u306eVersion 2024-07.1\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u6700\u65b0\u7248\u306f\u3001\u65e2\u306b\u69cb\u7bc9\u6e08\u307f\u306eRaspberry Pi+AI Kit\u74b0\u5883\u3068\u306e\u4e92\u63db\u6027\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u5c0e\u5165\u306b\u4f7f\u7528\u3057\u305fPC\u306f\u3001\u53e4\u3044Intel NUC\u3067\u3001\u30e1\u30e2\u30ea\u306f16GB\u3067\u3059\u3002OS\u306fUbuntu 22.04.4 LTS\u306bDocker\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fzip\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001Docker\u30a4\u30e1\u30fc\u30b8\u3068\u8d77\u52d5\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067Docker\u304c\u8d77\u52d5\u3057\u307e\u3059\uff08\u4e8c\u5ea6\u76ee\u306e\u8d77\u52d5\u306b\u306f–resume\u3082\u3057\u304f\u306f–override\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3059\uff09\u3002<\/p>\n

.\/hailo_ai_sw_suite_docker_run.sh<\/code>
\n\u63a8\u5968\u30e1\u30e2\u30ea\u304c32GB\u3067\u3042\u308b\u3053\u3068\u3084GPU\u304c\u306a\u3044\u3068\u3044\u3063\u305f\u6ce8\u610f\u66f8\u304d\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u554f\u984c\u306a\u304f\u8d77\u52d5\u3057\u307e\u3057\u305f\u3002<\/p>\n

hailo -h \u3068 hailomz -h \u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52d5\u4f5c\u3059\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n

\u305d\u306e\u5f8c\u306f\u3001\u4ee5\u524d\u306e\u8a18\u4e8b\u3068\u307b\u307c\u540c\u3058\u624b\u9806\u3067\u9032\u3081\u307e\u3059\u3002<\/p>\n

\u307e\u305a\u3001COCO\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n

\n
cd hailo_model_zoo\r\npython hailo_model_zoo\/datasets\/create_coco_tfrrecord.py val2017\r\npython hailo_model_zoo\/datasets\/create_coco_tfrrecord.py calib2017<\/code><\/pre>\n<\/div>\n
\u6b21\u306b\u3001\u30d5\u30a9\u30eb\u30c0\u30fc\u306e\u4fee\u6b63\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\n
cd \/local\/shared_with_docker\/.hailomz\/models_files\/coco\/\r\nln -s 2023-08-03 2021-06-18<\/code><\/pre>\n<\/div>\n
\u5b9f\u74b0\u5883\u3068\u306e\u30c7\u30fc\u30bf\u9023\u643a\u306f\u3001shared_with_docker\u30d5\u30a9\u30eb\u30c0\u30fc\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n
\u6700\u5f8c\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u3001\u30e2\u30c7\u30eb\u5909\u63db\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n
\n
hailomz parse --hw-arch hailo8l --ckpt .\/best.onnx yolov10s\r\nhailomz optimize --hw-arch hailo8l --har .\/yolov10s.har yolov10s\r\nhailomz compile yolov10s --hw-arch hailo8l --har .\/yolov10s.har<\/code><\/pre>\n<\/div>\n
\u6642\u6298\u3001optimize\u3067\u4e0d\u53ef\u89e3\u306a\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002
\nhailomz optimize\u3067\u30a8\u30e9\u30fc\u304c\u51fa\u305f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u4ee5\u524d\u306e\u8a18\u4e8b\u300cRasbberry Pi AI Kit\u7528\u306b\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u300d\u306b\u5f93\u3044\u3001Hailo\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u7fa4\u3092Ubuntu\u74b0\u5883\u3067\u518d\u69cb\u7bc9\u3057\u3001\u30e2\u30c7\u30eb\u5909\u63db\u306e\u6e96\u5099\u3092\u3057\u3088\u3046\u3068\u8a66\u307f\u307e\u3057\u305f\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u554f\u984c\u306b\u76f4\u9762\u3057\u3001\u69cb\u7bc9\u3092\u65ad\u5ff5\u3057\u307e\u3057\u305f […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[52,38,27,53],"tags":[],"class_list":["post-8418","post","type-post","status-publish","format-standard","hentry","category-ai","category-quadcopter","category-programing","category-image-recognition"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/posts\/8418","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/comments?post=8418"}],"version-history":[{"count":8,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/posts\/8418\/revisions"}],"predecessor-version":[{"id":8482,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/posts\/8418\/revisions\/8482"}],"wp:attachment":[{"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/media?parent=8418"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/categories?post=8418"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/tags?post=8418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}