{"id":1992,"date":"2022-06-24T05:00:00","date_gmt":"2022-06-23T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1992"},"modified":"2022-06-24T05:00:00","modified_gmt":"2022-06-23T20:00:00","slug":"data-augmentation%e3%81%ae%e3%82%b5%e3%83%bc%e3%83%99%e3%82%a4","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1992","title":{"rendered":"Data Augmentation\u306e\u30b5\u30fc\u30d9\u30a4"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks\u00a0<\/strong>[21.6]<br>\u30c7\u30fc\u30bf\u99c6\u52d5\u6280\u8853\u3067\u3042\u308b\u30c7\u30a3\u30fc\u30d7\u30e2\u30c7\u30eb\u306f\u3001\u5927\u91cf\u306e\u6b63\u78ba\u306a\u30e9\u30d9\u30eb\u4ed8\u304d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002 Data Augmentation (DA)\u306f\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u65b0\u3057\u3044\u30a4\u30e1\u30fc\u30b8\u3092\u4eba\u5de5\u7684\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u30c7\u30fc\u30bf\u62e1\u5f35\u6226\u7565\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u578b\u304c\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306b\u7570\u306a\u308b\u62e1\u5f35\u3092\u5fc5\u8981\u3068\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002 AutoDA\u30e2\u30c7\u30eb\u306e\u76ee\u7684\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u5411\u4e0a\u3092\u6700\u5927\u5316\u3067\u304d\u308b\u6700\u9069\u306aDA\u30dd\u30ea\u30b7\u30fc\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2206.06544v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2206.06544v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 14 Jun 2022 01:40:09 GMT)<ul><li>\u30c7\u30fc\u30bf\u62e1\u5f35\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<ul><li>AutoML\u306e\u3088\u3046\u306aAutomated Data Augmentation\u3068\u3044\u3046\u7814\u7a76\u5206\u91ce\u304c\u3042\u308b\u3089\u3057\u304f\u53c2\u8003\u306b\u306a\u308b\u3002<\/li><\/ul><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks\u00a0[21.6]\u30c7\u30fc\u30bf\u99c6 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1992\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Data Augmentation\u306e\u30b5\u30fc\u30d9\u30a4&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[92],"class_list":["post-1992","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-data-augmentation"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1992"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1992\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}