{"title":"Cutout / Random Erasing","published":"2017-11-28 21:19:32","version":"1.0","type":"rich","image_url":"https://qiita-image-store.s3.amazonaws.com/0/139809/8b0cf72f-0698-ff89-ef11-e89c16917d14.png","author_url":"https://blog.hatena.ne.jp/kobakenkken/","provider_url":"https://hatena.blog","author_name":"kobakenkken","categories":[],"blog_url":"https://kenbo.hatenablog.com/","width":"100%","blog_title":"\u3068\u3042\u308b\u65b0\u5352SE\u306e\u5099\u5fd8\u9332","provider_name":"Hatena Blog","description":"Cutout / Random Erasing Cutout7\u306f2017\u5e748\u670815\u65e5\u306b\u3001Random Erasing8\u306f2017\u5e748\u670816\u65e5\u3068\u3001\u307b\u307c\u540c\u6642\u671f\u306barXiv\u306b\u8ad6\u6587\u304c\u516c\u958b\u3055\u308c\u305f\u307b\u307c\u540c\u4e00\u306e\u624b\u6cd5\uff08\uff01\uff09\u3067\u3001\u30e2\u30c7\u30eb\u306e\u6b63\u5247\u5316\u3092\u76ee\u7684\u3068\u3057\u305f\u65b0\u3057\u3044data augmentation\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002 \u540c\u3058\u304f\u6b63\u5247\u5316\u3092\u76ee\u7684\u3068\u3057\u305fDropout\u306f\u5168\u7d50\u5408\u5c64\u306b\u306f\u52b9\u679c\u304c\u3042\u308a\u307e\u3059\u304c\u3001CNN\u306b\u5bfe\u3057\u3066\u306f\u5143\u3005\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u5c11\u306a\u3044\u305f\u3081\u52b9\u679c\u304c\u9650\u5b9a\u7684\u3067\u3057\u305f\u3002\u3088\u308a\u91cd\u8981\u306a\u89b3\u70b9\u3068\u3057\u3066\u3001CNN\u306e\u5165\u529b\u3067\u3042\u308b\u753b\u50cf\u306f\u96a3\u63a5\u753b\u7d20\u306b\u76f8\u95a2\u304c\u3042\u308b\u306e\u3067\u3001\u30e9\u30f3\u30c0\u30e0\u306bdrop\u3057\u305f\u3068\u3057\u3066\u3082\u305d\u306e\u5468\u308a\u306e\u30d4\u30af\u30bb\u30eb\u3067\u88dc\u9593\u3067\u304d\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u6b63\u5247\u5316\u306e\u52b9\u679c\u304c\u9650\u5b9a\u7684\u3067\u3057\u305f\u3002\u3053\u2026","height":"190","url":"https://kenbo.hatenablog.com/entry/2017/11/28/211932","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fkenbo.hatenablog.com%2Fentry%2F2017%2F11%2F28%2F211932\" title=\"Cutout / Random Erasing - \u3068\u3042\u308b\u65b0\u5352SE\u306e\u5099\u5fd8\u9332\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>"}