{"id":2954,"date":"2022-04-07T12:23:15","date_gmt":"2022-04-07T03:23:15","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=2954"},"modified":"2022-12-08T19:54:15","modified_gmt":"2022-12-08T10:54:15","slug":"%e3%80%90%e7%89%a9%e4%bd%93%e6%a4%9c%e5%87%ba%e3%80%91yolo%e3%81%a8%e3%81%af%ef%bc%9f-pytorch%e3%81%a7yolov5%e3%82%92%e5%8b%95%e4%bd%9c%e3%81%95%e3%81%9b%e3%81%a6%e3%81%bf%e3%82%8b","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=2954","title":{"rendered":"\u3010\u7269\u4f53\u691c\u51fa\u3011YOLO\u3068\u306f\uff1f PyTorch\u3067YOLOv5\u3092\u52d5\u4f5c\u3055\u305b\u3088\u3046\uff01"},"content":{"rendered":"\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">YOLO\u3068\u306f<\/a>      <\/li>      <li>        <a href=\"#i-1\">PyTorch\u3067YOLOv5\u3092\u52d5\u4f5c\u3055\u305b\u3066\u307f\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">.save()<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-3\">\u7269\u4f53\u691c\u51fa\u30fb\u753b\u50cf\u8a8d\u8b58\u3092\u5b66\u3076\u306b\u306f<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">YOLO\u3068\u306f<\/h2>\n\n\n\n<p>YOLO\uff08You only Look Once\uff09\u3068\u306f\u63a8\u8ad6\u901f\u5ea6\u304c\u4ed6\u306e\u30e2\u30c7\u30eb\u3088\u308a\u9ad8\u901f\u306a\u7269\u4f53\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\uff11\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p>YOLO\u3067\u306f\u3001\u4e00\u5ea6\u753b\u50cf\u3092\u5165\u529b\u3057\u3066\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3068\u7269\u4f53\u30af\u30e9\u30b9\u306e\u4e21\u65b9\u306e\u63a8\u5b9a\u3092\u884c\u3046\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u306fGPL\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>YOLO\u306b\u306f\u69d8\u3005\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u73fe\u5728\u3067\u306f\u3001<a href=\"https:\/\/pjreddie.com\/darknet\/yolov1\/\" rel=\"nofollow noopener\" target=\"_blank\">YOLOv1<\/a>\u301c<a href=\"https:\/\/github.com\/WongKinYiu\/yolov7\" rel=\"nofollow noopener\" target=\"_blank\">v7<\/a>\u307e\u3067\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff08\u4ed6\u306b\u3082\u30012021\u5e748\u6708\u306b\u516c\u958b\u3055\u308c\u305f\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u6700\u65b0\u306e\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb<meta charset=\"utf-8\"><a href=\"https:\/\/github.com\/WongKinYiu\/yolor\" rel=\"nofollow noopener\" target=\"_blank\">Y<meta charset=\"utf-8\">OLOX<\/a>\u3082\u3042\u308a\u307e\u3059\uff09<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">PyTorch\u3067YOLOv5\u3092\u52d5\u4f5c\u3055\u305b\u3066\u307f\u308b<\/h2>\n\n\n\n<p>YOLOv5\u306f<a href=\"https:\/\/aiacademy.jp\/media\/?p=1431\">PyTorch<\/a>\u3092\u7528\u3044\u308b\u3068\u6bd4\u8f03\u7684\u306b\u5bb9\u6613\u306b\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u3001clone\uff06\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>git clone https:\/\/github.com\/ultralytics\/yolov5\ncd yolov5\npip install -r requirements.txt <\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p>Google Colab\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092Colab\u306e\u30bb\u30eb\u306b\u8a18\u8ff0\u3057\u5b9f\u884c\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># google colab\n!git clone https:\/\/github.com\/ultralytics\/yolov5\n\n!pip install -r \/content\/yolov5\/requirements.txt<\/code><\/pre>\n\n\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5b8c\u4e86\u5f8c\u3001\u4ee5\u4e0b\u3067\u52d5\u4f5c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u30b3\u30fc\u30c9\u53c2\u8003\n# https:\/\/github.com\/ultralytics\/yolov5\n\nimport torch\nmodel = torch.hub.load('ultralytics\/yolov5', 'yolov5s')\n\ninput_img = 'https:\/\/ultralytics.com\/images\/zidane.jpg'\n\n# \u63a8\u8ad6\nresults = model(input_img)\n\n# \u7d50\u679c\u306e\u51fa\u529b\nresults.show()<\/code><\/pre>\n\n\n\n<p>\u5b9f\u884c\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u7269\u4f53\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"702\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-25-20.31.14-1024x702.png\" alt=\"\" class=\"wp-image-3527\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-25-20.31.14-1024x702.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-25-20.31.14-300x206.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-25-20.31.14-768x526.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-25-20.31.14-940x644.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-25-20.31.14.png 1316w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">.save()<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>results.save()<\/code><\/pre>\n\n\n\n<p><code>.save()<\/code>\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u5165\u529b\u3057\u305f\u753b\u50cf\u306b\u5bfe\u3057\u3066\u3001\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3068\u8b58\u5225\u3057\u305f\u30af\u30e9\u30b9\u540d\u3068\u4fe1\u983c\u5ea6\u30b9\u30b3\u30a2\u304c\u52a0\u3048\u3089\u308c\u305f\u753b\u50cf\u3092\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<p>Google Colab\u3067\u306f\u3001\/content\/runs\/detect\/exp\/\u914d\u4e0b\u306b\u3001\u753b\u50cf\u304c\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"668\" height=\"610\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-27-17.14.09.png\" alt=\"\" class=\"wp-image-3531\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-27-17.14.09.png 668w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-10-27-17.14.09-300x274.png 300w\" sizes=\"auto, (max-width: 668px) 100vw, 668px\"><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-3\">\u7269\u4f53\u691c\u51fa\u30fb\u753b\u50cf\u8a8d\u8b58\u3092\u5b66\u3076\u306b\u306f<\/h1>\n\n\n\n<p>\u7269\u4f53\u691c\u51fa\u3092\u5b66\u3076\u306b\u9650\u3089\u305a\u3001\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u5b66\u3076\u4e0a\u3067\u304a\u3059\u3059\u3081\u306a\u306e\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u3044\u3064\u3067\u3082\u8cea\u554f\u3067\u304d\u308b\u74b0\u5883\u3067\u5b66\u3076\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/bootcamp\">AI Academy Bootcamp<\/a>\u306a\u3089\u3001<a rel=\"noreferrer noopener\" href=\"https:\/\/aiacademy.jp\/bootcamp\" target=\"_blank\">\uff16\u30f6\u670835,000\u5186\u306b\u3066\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3057\u653e\u984c\u306e\u74b0\u5883\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u5206\u6790\u304c\u5b66\u3079\u308b\u30b5\u30fc\u30d3\u30b9<\/a>\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\u3002<br>\u6570\u5341\u540d\u5728\u7c4d\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u8cea\u554f\u3057\u653e\u984c\u306e\u74b0\u5883\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3001\u7d71\u8a08\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001SQL\u7b49\u304c\u5b66\u3079\u307e\u3059\u3002AI\u4eba\u6750\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u4f53\u7cfb\u7684\u306b\u8eab\u306b\u4ed8\u3051\u305f\u3044\u65b9\u306f\u662f\u975e\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png\" alt=\"\" class=\"wp-image-691\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-300x100.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-768x256.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-940x313.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 YOLO\u3068\u306f PyTorch\u3067YOLOv5\u3092\u52d5\u4f5c\u3055\u305b\u3066\u307f\u308b .save() \u7269\u4f53\u691c\u51fa\u30fb\u753b\u50cf\u8a8d\u8b58\u3092\u5b66\u3076\u306b\u306f YOLO\u3068\u306f YOLO\uff08You only Look Once\uff09\u3068\u306f\u63a8\u8ad6\u901f\u5ea6\u304c\u4ed6\u306e\u30e2\u30c7\u30eb\u3088\u308a\u9ad8\u901f\u306a\u7269\u4f53\u691c\u51fa\u30a2\u30eb &#8230; <\/p>\n","protected":false},"author":1,"featured_media":2957,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,169,151],"tags":[],"class_list":{"0":"post-2954","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-pytorch","9":"category-151"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2954","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2954"}],"version-history":[{"count":11,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2954\/revisions"}],"predecessor-version":[{"id":3596,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2954\/revisions\/3596"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/2957"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2954"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2954"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2954"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}