{"id":393,"date":"2022-11-17T16:09:36","date_gmt":"2022-11-17T07:09:36","guid":{"rendered":"https:\/\/mm-lab.aitech.ac.jp\/k19236\/?p=393"},"modified":"2022-11-17T16:41:17","modified_gmt":"2022-11-17T07:41:17","slug":"11-17%e6%9c%a8-%e9%80%b2%e6%8d%97%e5%a0%b1%e5%91%8a","status":"publish","type":"post","link":"https:\/\/mm-lab.aitech.ac.jp\/k19236\/2022\/11\/17\/11-17%e6%9c%a8-%e9%80%b2%e6%8d%97%e5%a0%b1%e5%91%8a\/","title":{"rendered":"11\/17(\u6728) \u9032\u6357\u5831\u544a"},"content":{"rendered":"\n<p class=\"has-text-align-center has-accent-color has-text-color\"><strong>\u4eca\u9031\u3084\u3063\u305f\u3053\u3068<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u5b66\u7fd2\u7528\u753b\u50cf\u306e\u64ae\u5f71(\u7d19\u5e63)<\/strong><\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized is-style-default\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.24.png\" alt=\"\" class=\"wp-image-396\" width=\"445\" height=\"333\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.24.png 889w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.24-300x225.png 300w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.24-768x575.png 768w\" sizes=\"auto, (max-width: 445px) 100vw, 445px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized is-style-default\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.56.png\" alt=\"\" class=\"wp-image-397\" width=\"446\" height=\"335\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.56.png 887w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.56-300x226.png 300w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.36.56-768x578.png 768w\" sizes=\"auto, (max-width: 446px) 100vw, 446px\" \/><\/figure>\n\n\n\n<p>\u3000\u7d19\u5e63\u3068\u4f3c\u3066\u3044\u308b\u8272\u306e\u6587\u5b57\u5165\u308a\u306e\u7d19\u888b\u3092\u80cc\u666f\u3068\u3057\u3001\u5e73\u9762\u3084\u6298\u3063\u305f\u72b6\u614b\u3067\u64ae\u5f71\u3092\u884c\u3044\u3001\u5404\u753b\u50cf\u306b\u5bd2\u8272\u30fb\u6696\u8272\u306e\u30d5\u30a3\u30eb\u30bf\u3092\u304b\u3051\u3066\u753b\u50cf\u6570\u30923\u500d\u306b\u3057\u307e\u3057\u305f\u3002(\u5408\u8a08700\u679a\u7a0b\u5ea6)<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>YOLOv7\u518d\u5b66\u7fd2<\/strong><\/li><\/ul>\n\n\n\n<p>\u3000YOLOv7\u3067\u786c\u8ca8\u3068\u7d19\u5e63\u306e\u5404\u30e2\u30c7\u30eb\u3092Google Colab Pro\u306eGPU\u74b0\u5883\u3067\u5b66\u7fd2\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5b66\u7fd2\u56de\u6570 &#8230; 200<\/li><li>\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba &#8230; 16<\/li><li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8 &#8230; \u786c\u8ca8:500\u679a, \u7d19\u5e63:700\u679a<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"706\" height=\"563\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.29.18.png\" alt=\"\" class=\"wp-image-401\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.29.18.png 706w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-14.29.18-300x239.png 300w\" sizes=\"auto, (max-width: 706px) 100vw, 706px\" \/><figcaption>\u6a59\uff1a\u786c\u8ca8, \u9752\uff1a\u7d19\u5e63<\/figcaption><\/figure>\n\n\n\n<p>\u3000\u786c\u8ca8\u306eobj_loss\u304c\u9014\u4e2d\u304b\u3089\u5927\u304d\u304f\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u904e\u5b66\u7fd2\u306e\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u518d\u5ea6\u6761\u4ef6\u3092\u5909\u66f4\u3057\u3064\u3064\u64ae\u5f71\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3067\u3059\u3002<br>\u7d19\u5e63\u306f\u3044\u3044\u611f\u3058\u306b\u53ce\u675f\u3057\u3066\u3044\u308b\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u7d19\u5e63\u3068\u786c\u8ca8\u306e\u30e2\u30c7\u30eb\u5225\u7269\u4f53\u691c\u51fa\u306e\u691c\u8a3c<\/strong><\/li><\/ul>\n\n\n\n<p>\u3000\u307e\u305a\u7d19\u5e63\u306e\u30e2\u30c7\u30eb\u3067\u7269\u4f53\u691c\u51fa\u3092\u884c\u3063\u305f\u5f8c\u3001\u786c\u8ca8\u306e\u30e2\u30c7\u30eb\u3067\u691c\u51fa\u3092\u884c\u306a\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u7d19\u5e63\u306e\u307f<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.14.43.png\" alt=\"\" class=\"wp-image-407\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.14.43.png 800w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.14.43-300x188.png 300w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.14.43-768x480.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"600\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.24.40.png\" alt=\"\" class=\"wp-image-408\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.24.40.png 960w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.24.40-300x188.png 300w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.24.40-768x480.png 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p>\u3000\u4e2d\u9593\u767a\u8868\u306e\u8ab2\u984c\u3067\u3042\u3063\u305f\u3001\u7e26\u30fb\u659c\u3081\u306e\u7d19\u5e63\u306e\u691c\u51fa\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u80cc\u666f\u3084\u6298\u308a\u306b\u95a2\u4fc2\u306a\u304f\u6b63\u89e3\u7387\u3082\u304b\u306a\u308a\u9ad8\u3044\u306e\u3067\u3001\u7cbe\u5ea6\u306f\u5145\u5206\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u7d19\u5e63\u3068\u786c\u8ca8<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"832\" height=\"487\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.43.35.png\" alt=\"\" class=\"wp-image-409\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.43.35.png 832w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.43.35-300x176.png 300w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.43.35-768x450.png 768w\" sizes=\"auto, (max-width: 832px) 100vw, 832px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"869\" height=\"450\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.46.17.png\" alt=\"\" class=\"wp-image-410\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.46.17.png 869w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.46.17-300x155.png 300w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.46.17-768x398.png 768w\" sizes=\"auto, (max-width: 869px) 100vw, 869px\" \/><\/figure>\n\n\n\n<p>\u73fe\u5728\u307e\u3067\u306e\u8ab2\u984c\u3067\u3042\u3063\u305f\u3001\u7d19\u5e63\u3068\u786c\u8ca8\u306e\u540c\u6642\u691c\u51fa\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"732\" height=\"550\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.49.56.png\" alt=\"\" class=\"wp-image-411\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.49.56.png 732w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-15.49.56-300x225.png 300w\" sizes=\"auto, (max-width: 732px) 100vw, 732px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"682\" height=\"659\" src=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-16.03.17.png\" alt=\"\" class=\"wp-image-413\" srcset=\"https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-16.03.17.png 682w, https:\/\/mm-lab.aitech.ac.jp\/k19236\/wp-content\/uploads\/sites\/136\/2022\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-11-17-16.03.17-300x290.png 300w\" sizes=\"auto, (max-width: 682px) 100vw, 682px\" \/><\/figure>\n\n\n\n<p>\u3000\u554f\u984c\u70b9\u3068\u3057\u3066\u3001\u7d19\u5e63\u306a\u3069\u306e\u5186\u306e\u5f62\u3092\u786c\u8ca8\u3068\u3057\u3066\u691c\u51fa\u3092\u3057\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u3001\u3053\u308c\u306e\u5bfe\u7b56\u3068\u3057\u3066\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u7d19\u5e63\u3092\u80cc\u666f\u3068\u3057\u305f\u753b\u50cf\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u6709\u52b9\u3060\u3068\u8003\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul 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