{"id":8153,"date":"2024-11-07T20:05:37","date_gmt":"2024-11-07T11:05:37","guid":{"rendered":"https:\/\/www.nkozawa.com\/blog\/?p=8153"},"modified":"2024-11-07T20:05:37","modified_gmt":"2024-11-07T11:05:37","slug":"raspberry-pi-ai-kit%e3%82%92%e3%82%bb%e3%83%83%e3%83%88%e3%82%a2%e3%83%83%e3%83%97%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/www.nkozawa.com\/blog\/archives\/8153","title":{"rendered":"Raspberry Pi AI Kit\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b"},"content":{"rendered":"

\"\"<\/a>
\nRaspberry Pi AI Kit\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u81ea\u524d\u306e\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\u3068\u3053\u308d\u307e\u3067\u306e\u8a18\u9332\u3067\u3059\u3002
\n\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u306f\u8ff7\u3046\u3068\u3053\u308d\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u901a\u308a\u3067\u5927\u4e08\u592b\u3067\u3059\u3002
\n\u4f7f\u7528\u3057\u305f\u306e\u306fRaspberry Pi OS 64 bit\u7248\u3067\u3059\u3002<\/p>\n

[ \u57fa\u672c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5c0e\u5165 ]<\/strong><\/p>\n

\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5f93\u3044\u3001<\/p>\n

\n
sudo apt update && sudo apt full-upgrade<\/code><\/pre>\n<\/div>\n
\u6b21\u306b\u30d5\u30a1\u30fc\u30e0\u30a6\u30a7\u30a2\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n
\n
sudo rpi-eeprom-update<\/code><\/pre>\n<\/div>\n
\u79c1\u306e\u5834\u5408\u3001\u30d5\u30a1\u30fc\u30e0\u30a6\u30a7\u30a2\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u6700\u65b0\u306e\u7269\u3067\u3057\u305f\u306e\u3067\u7d9a\u304feeprom\u66f4\u65b0\u306f\u884c\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002
\n\u7d9a\u304f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u306b\u5f93\u3044hailo\u95a2\u9023\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n
\n
sudo apt install hailo-all<\/code><\/pre>\n<\/div>\n
\u5c0e\u5165\u306e\u78ba\u8a8d\u306f\u3001<\/p>\n
\n
hailortcli fw-control identify<\/code><\/pre>\n<\/div>\n
\u3068\u3044\u3046\u30b3\u30de\u30f3\u30c9\u3067\u884c\u3044\u307e\u3059\u3002\u3053\u308c\u3067AI\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u308c\u3070\u5b8c\u6210\u3067\u3059\u3002<\/p>\n
[ \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0 ]<\/strong><\/p>\n
\u6b21\u306b\u5b9f\u969b\u306b\u52d5\u304f\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u3001\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5fdc\u7528\u53ef\u80fd\u306a\u3082\u306e\u3068\u3057\u3066
\nHailo RPi5 Basic Pipelines<\/a>\u3092\u9078\u3073\u307e\u3057\u305f\u3002<\/p>\n
\n
git clone https:\/\/github.com\/hailo-ai\/hailo-rpi5-examples.git\r\ncd hailo-rpi5-examples\r\n.\/install.sh<\/code><\/pre>\n<\/div>\n
\u4ee5\u4e0a\u306e\u30b3\u30de\u30f3\u30c9\u3067\u5c0e\u5165\u306f\u5b8c\u4e86\u3067\u3059\u3002
\n\u5b9f\u969b\u306b\u52d5\u304b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n
\n
source setup_env.sh<\/code><\/pre>\n<\/div>\n
Python\u306e\u4eee\u60f3\u74b0\u5883\u306b\u5165\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6295\u5165\u3057\u307e\u3059\u3002<\/p>\n
\n
python basic_pipelines\/detection.py<\/code><\/pre>\n<\/div>\n
\u3053\u308c\u3067object detection\u306e\u30c7\u30e2\u304c\u52d5\u304d\u307e\u3059\u3002\u30c7\u30e2\u306f24FPS\u3050\u3089\u3044\u306f\u51fa\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n
[ \u81ea\u5206\u3067\u4f5c\u6210\u3057\u305f\u30e2\u30c7\u30eb\u3067\u306e\u30c6\u30b9\u30c8 ]<\/strong><\/p>\n
\n
python basic_pipelines\/detection.py --help<\/code><\/pre>\n<\/div>\n
\u3053\u308c\u3067\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u8abf\u3079”–input”\u3067\u30c6\u30b9\u30c8\u3057\u305f\u3044\u52d5\u753b\u30d5\u30a1\u30a4\u30eb\u3001”–hef-path”\u3067\u81ea\u4f5c\u306e\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3059\u308c\u3070\u52d5\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u306e\u307e\u307e\u3060\u3068\u81ea\u5206\u306e\u610f\u56f3\u3059\u308b\u306e\u3068\u9055\u3046\u30e9\u30d9\u30eb\u304c\u8868\u793a\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002”resource\/barcode-labels.json”\u306a\u3069\u3092\u53c2\u8003\u306b\u81ea\u5206\u306e\u30e2\u30c7\u30eb\u306b\u5408\u3063\u305f\u30e9\u30d9\u30eb\u3092\u542b\u3080json\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066”–labels-json”\u3067\u6307\u5b9a\u3059\u308b\u3068\u826f\u3044\u3067\u3059\u3002<\/p>\n
\u52d5\u753b\u30d5\u30a1\u30a4\u30eb\u306e\u4ee3\u308f\u308a\u306b”\/dev\/video0″\u306a\u3069\u3068\u3059\u308b\u3068USB\u304b\u3089\u306e\u753b\u50cf\u5165\u529b\u3082\u6271\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002\u3053\u308c\u306b\u3064\u3044\u3066\u306f\u3001\u307e\u305f\u9577\u3044\u8a66\u884c\u932f\u8aa4\u304c\u3042\u308a\u307e\u3059\u3002\u6539\u3081\u3066\u8a18\u4e8b\u306b\u3059\u308b\u3064\u3082\u308a\u3067\u3059\u3002<\/p>\n
\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u306f\u3001\u4f55\u304b\u3057\u3089\u691c\u51fa\u3057\u305f\u7269\u4f53\u306b\u5bfe\u3057\u81ea\u5206\u306e\u51e6\u7406\u3092\u52a0\u3048\u305f\u3044\u306f\u305a\u3067\u3059\u3002\u305d\u306e\u5834\u5408\u3067\u3082\u3053\u306e\u30b5\u30f3\u30d7\u30eb\u306f\u305d\u306e\u307e\u307e\u6d3b\u7528\u3067\u304d\u305d\u3046\u3067\u3059\u3002\u5148\u306e”detection.py”\u306e\u4e2d\u306b”app_callback()\u3068\u3044\u3046\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u4f55\u304b\u3057\u3089\u691c\u51fa\u3059\u308b\u3068\u3001\u3053\u308c\u304c\u3088\u3070\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u8eab\u3092\u898b\u3066\u3044\u304f\u3068\u691c\u51fa\u3057\u305f\u30e9\u30d9\u30eb\u3084\u5927\u304d\u3055\u304c\u683c\u7d0d\u3055\u308c\u305fbbox\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002\u3053\u3053\u3092\u81ea\u5206\u7528\u306b\u5909\u66f4\u3059\u308c\u3070\u826f\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
Raspberry Pi AI Kit\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u81ea\u524d\u306e\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\u3068\u3053\u308d\u307e\u3067\u306e\u8a18\u9332\u3067\u3059\u3002 \u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u306f\u8ff7\u3046\u3068\u3053\u308d\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u901a\u308a\u3067\u5927\u4e08\u592b\u3067\u3059\u3002 \u4f7f\u7528\u3057\u305f\u306e\u306fRaspberry Pi OS […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","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-8153","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\/8153","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=8153"}],"version-history":[{"count":11,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/posts\/8153\/revisions"}],"predecessor-version":[{"id":8165,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/posts\/8153\/revisions\/8165"}],"wp:attachment":[{"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/media?parent=8153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/categories?post=8153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nkozawa.com\/blog\/wp-json\/wp\/v2\/tags?post=8153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}