{"id":719,"date":"2021-09-23T04:30:00","date_gmt":"2021-09-22T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=719"},"modified":"2021-09-23T04:30:00","modified_gmt":"2021-09-22T19:30:00","slug":"trocr-transformer%e3%81%ab%e3%82%88%e3%82%8bocr","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=719","title":{"rendered":"TrOCR: Transformer\u306b\u3088\u308bOCR"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models\u00a0<\/strong>[47.5]<br>\u672c\u7a3f\u3067\u306f,\u4e8b\u524d\u5b66\u7fd2\u3057\u305f\u753b\u50cf\u5909\u63db\u5668\u3068\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u5668\u30e2\u30c7\u30eb,\u3059\u306a\u308f\u3061TrOCR\u3092\u7528\u3044\u305f\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 TrOCR\u306f\u5358\u7d14\u3060\u304c\u52b9\u679c\u7684\u3067\u3042\u308a\u3001\u5927\u898f\u6a21\u306a\u5408\u6210\u30c7\u30fc\u30bf\u3067\u4e8b\u524d\u8a13\u7df4\u3057\u3001\u4eba\u9593\u306e\u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u5b9f\u9a13\u306b\u3088\u308a\u3001TrOCR\u30e2\u30c7\u30eb\u306f\u3001\u5370\u5237\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u30bf\u30b9\u30af\u3068\u624b\u66f8\u304d\u306e\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u30bf\u30b9\u30af\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066\u3001\u73fe\u5728\u306e\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2109.10282v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2109.10282v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 21 Sep 2021 16:01:56 GMT)<ul><li>CNN\uff0bRNN\u3067\u69cb\u6210\u3055\u308c\u308b\u3053\u3068\u306e\u591a\u3044OCR\u3092Transformer\u3092\u7528\u3044\u3066\u6539\u5584\u3002\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u753b\u50cf\u7528Transfomer\u3068\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u30c6\u30ad\u30b9\u30c8\u7528Transformer\u306e\u69cb\u6210\u3002\u5f8c\u51e6\u7406\u306a\u3057\u3067sota\u3092\u9054\u6210\u3068\u306e\u3053\u3068\u3002<ul><li>SROIE task2\u3067\u306fsota\u3067\u306f\u306a\u3055\u305d\u3046\u3060\u304c\u76f8\u5f53\u9ad8\u7cbe\u5ea6\u3067\u3042\u308b\u3053\u3068\u306f\u78ba\u304b\u3002<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/microsoft\/unilm\/tree\/master\/trocr\">https:\/\/github.com\/microsoft\/unilm\/tree\/master\/trocr<\/a>\u3068\u306e\u3053\u3068\u3060\u304c\u73fe\u6642\u70b9\u3067\u306f\u307e\u3060\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u3066\u3044\u306a\u3044\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models\u00a0[47.5]\u672c\u7a3f\u3067\u306f,\u4e8b\u524d\u5b66\u7fd2\u3057\u305f\u753b\u50cf\u5909\u63db\u5668\u3068\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u5668\u30e2 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=719\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;TrOCR: Transformer\u306b\u3088\u308bOCR&#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":[285,415],"class_list":["post-719","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-ocr","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/719","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=719"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/719\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=719"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=719"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=719"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}