{"id":14569,"date":"2026-04-18T01:40:11","date_gmt":"2026-04-17T16:40:11","guid":{"rendered":"https:\/\/jore2.com\/ai-14337-building-a-fast-multilingual-ocr-model-with-synthetic-data\/"},"modified":"2026-04-18T02:11:56","modified_gmt":"2026-04-17T17:11:56","slug":"ai-14337-building-a-fast-multilingual-ocr-model-with-synthetic-data","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=14569","title":{"rendered":"\ub370\uc774\ud130\uac00 \uc544\ub2cc \uc544\ud0a4\ud14d\ucc98\uac00 \ub9cc\ub4e0 \uc18d\ub3c4 \ud601\uba85, \uba40\ud2f0\ub9c1\uad6c\uc5bc OCR \uc758 \uc0c8\ub85c\uc6b4 \uae30\uc900"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\ucd5c\uc720\ub098<\/strong><\/p>\n<\/div>\n<p>\ucd5c\uadfc \ud14d\uc2a4\ud2b8 \uc778\uc2dd \uae30\uc220 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ub728\uac70\uc6b4 \uc774\uc288\ub294 \ub2e8\uc21c\ud788 \ub354 \ub9ce\uc740 \ub370\uc774\ud130\ub97c \ubaa8\uc73c\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uc5b4\ub5bb\uac8c \ud558\uba74 \uc801\uc740 \ub370\uc774\ud130\ub85c\ub3c4 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\uc744\uc9c0\uc5d0 \ub300\ud55c \uace0\ubbfc\uc785\ub2c8\ub2e4. \uae30\uc874 OCR \ubaa8\ub378\ub4e4\uc740 \uc601\uc5b4\uc640 \uc911\uad6d\uc5b4 \uc704\uc8fc\ub85c \ud3b8\ud5a5\ub41c \ub370\uc774\ud130\uc14b\uc5d0 \uc758\uc874\ud558\uac70\ub098, \uc218\uc791\uc5c5\uc73c\ub85c \ub77c\ubca8\ub9c1\ub41c \uace0\ud488\uc9c8 \ub370\uc774\ud130\ub97c \ud655\ubcf4\ud558\uae30 \uc704\ud574 \ub9c9\ub300\ud55c \ube44\uc6a9\uacfc \uc2dc\uac04\uc744 \uc18c\ubaa8\ud574 \uc654\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\uc81c \uc774 \uac19\uc740 \ubc29\uc2dd\uc758 \ud55c\uacc4\ub97c \ub6f0\uc5b4\ub118\ub294 \uc0c8\ub85c\uc6b4 \uc811\uadfc\ubc95\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud575\uc2ec\uc740 \ub370\uc774\ud130\uc758 \uc591\ubcf4\ub2e4 \ub370\uc774\ud130\uc758 \uc9c8\uacfc \uc0dd\uc131 \ubc29\uc2dd, \uadf8\ub9ac\uace0 \uc774\ub97c \ucc98\ub9ac\ud558\ub294 \ubaa8\ub378\uc758 \uad6c\uc870\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. NVIDIA \uac00 Hugging Face \ub97c \ud1b5\ud574 \uacf5\uac1c\ud55c \ub124\ubaa8\ud2b8\ub860 OCR v2 \ub294 \uc774 \ud750\ub984\uc744 \uc120\ub3c4\ud558\ub294 \ub300\ud45c \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc2e4\uc81c \uc774\ubbf8\uc9c0 \ub300\uc2e0 \ud569\uc131 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ud559\uc2b5\ud568\uc73c\ub85c\uc368, \ud2b9\uc815 \uc5b8\uc5b4\uc5d0 \uce58\uc6b0\uce58\uc9c0 \uc54a\uace0 \uc804 \uc138\uacc4 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \uc544\uc6b0\ub974\ub294 \ubc94\uc6a9\uc131\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 mOSCAR \uacfc \uc218\uc815\ub41c SynthDoG \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud1b5\ud574 \uc0dd\uc131\ub41c \ub370\uc774\ud130\ub294 \uc2e4\uc81c \ubb38\uc11c\uc758 \ubcf5\uc7a1\ud55c \ub808\uc774\uc544\uc6c3\uacfc \ub2e4\uc591\ud55c \ud3f0\ud2b8 \ubcc0\ud615\uc744 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ubc18\uc601\ud558\uba74\uc11c\ub3c4, \uc218\ubc31\ub9cc \uc7a5 \uaddc\ubaa8\ub85c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc7a5\uc810\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uac00\uc7a5 \uc8fc\ubaa9\ud560 \uc810\uc740 \uc774 \ubaa8\ub378\uc774 \ubcf4\uc5ec\uc8fc\ub294 \uc555\ub3c4\uc801\uc778 \ucc98\ub9ac \uc18d\ub3c4\uc785\ub2c8\ub2e4. \ub9ce\uc740 \uc0ac\ub78c\uc774 \uace0\uc131\ub2a5 OCR \ubaa8\ub378\uc744 \ub9cc\ub4e4\uba74 \uc18d\ub3c4\uac00 \ub290\ub824\uc9c8 \uac83\uc774\ub77c\uace0 \uc608\uc0c1\ud558\uc9c0\ub9cc, \ub124\ubaa8\ud2b8\ub860 OCR v2 \ub294 FOTS \uc544\ud0a4\ud14d\ucc98\ub97c \uae30\ubc18\uc73c\ub85c detection \uacfc recognition \uc744 \ub2e8\uc77c \ub124\ud2b8\uc6cc\ud06c\ub85c \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. RegNetX-8GF \ubc31\ubcf8\uc774 \uc785\ub825 \uc774\ubbf8\uc9c0\ub97c \ud55c \ubc88\ub9cc \ucc98\ub9ac\ud558\uc5ec \uc0dd\uc131\ud55c \ud2b9\uc9d5 \ub9f5\uc744 \uc138 \uac00\uc9c0 \uad6c\uc131 \uc694\uc18c\uac00 \uacf5\uc720\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\ub807\uac8c \ubb34\uac70\uc6b4 \ud569\uc131 \uc5f0\uc0b0\uc744 \ud55c \ubc88\ub9cc \uac70\uce58\uace0 \ud558\uc704 \uad6c\uc131 \uc694\uc18c\ub4e4\uc774 \uc774\ub97c \uc7ac\uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 \ubd88\ud544\uc694\ud55c \uc624\ubc84\ud5e4\ub4dc\ub97c \uadf9\ub3c4\ub85c \uc904\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc \ub2e8\uc77c A100 GPU \ud658\uacbd\uc5d0\uc11c \ucd08\ub2f9 34.7 \ud398\uc774\uc9c0\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud6a8\uc728\uc131\uc744 \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \uc131\ub2a5 \uac80\uc99d\uc5d0\uc11c\ub3c4 \uc774 \ubaa8\ub378\uc740 SynthDoG \uba40\ud2f0\ub9c1\uad6c\uc5bc \ubca4\uce58\ub9c8\ud06c\uc640 OmniDocBench \uac19\uc740 \uc2e4\uc138\uacc4 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c \uae30\uc874 \ubc29\uc2dd\ubcf4\ub2e4 \uc6b0\uc218\ud55c \uacb0\uacfc\ub97c \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 \uc774\ub860\uc801\uc778 \ud6a8\uc728\uc774 \uc544\ub2c8\ub77c, \uc2e4\uc81c \ubb38\uc11c \ucc98\ub9ac \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc989\uc2dc \uc801\uc6a9 \uac00\ub2a5\ud55c \uc2e4\uc6a9\uc131\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c OCR \uae30\uc220\uc740 \ub354 \uc774\uc0c1 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc218\uc9d1 \uacbd\uc7c1\uc744 \ubc8c\uc774\uae30\ubcf4\ub2e4, \ud569\uc131 \ub370\uc774\ud130\uc758 \uc815\uad50\ud55c \uc81c\uc5b4\uc640 \uc544\ud0a4\ud14d\ucc98\uc758 \ud6a8\uc728\uc131 \uadf9\ub300\ud654\ub97c \ud1b5\ud574 \uc5b4\ub5a4 \uc5b8\uc5b4\ub4e0 \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \uc77d\uc5b4\ub0b4\ub294 \ubc29\ud5a5\uc73c\ub85c \uc9c4\ud654\ud560 \uac83\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\ub4e4\uc740 \uc774\uc81c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \ube44\uc6a9\uc5d0 \ub9e4\ubab0\ub418\uae30\ubcf4\ub2e4, \uc774\ub7ec\ud55c \ud569\uc131 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uacfc \ud6a8\uc728\uc801\uc778 \ubaa8\ub378 \uad6c\uc870\ub97c \uc5b4\ub5bb\uac8c \ub3c4\uc785\ud560\uc9c0 \uace0\ubbfc\ud574\uc57c \ud560 \uc2dc\uc810\uc774 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc218\ubc31\ub9cc \uc7a5\uc758 \ub370\uc774\ud130 \uc218\uc9d1\uc5d0 \ub9e4\ub2ec\ub9ac\ub358 OCR \ubaa8\ub378 \uac1c\ubc1c\uc758 \ud328\ub7ec\ub2e4\uc784\uc774 \ubc14\ub01d\ub2c8\ub2e4. NVIDIA \uac00 \uacf5\uac1c\ud55c \ub124\ubaa8\ud2b8\ub860 OCR v2 \ub294 \ud569\uc131 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \uc5b8\uc5b4 \uc7a5\ubcbd\uc744 \ud5c8\ubb3c\uba74\uc11c\ub3c4, \uc544\ud0a4\ud14d\ucc98 \ucd5c\uc801\ud654\ub85c \ucd08\ub2f9 34.7 \ud398\uc774\uc9c0 \ucc98\ub9ac\ub77c\ub294 \ub180\ub77c\uc6b4 \uc18d\ub3c4\ub97c \uc2e4\ud604\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":8,"featured_media":14578,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8858],"tags":[9331,2957,9574,4432,9573],"class_list":["post-14569","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-nvidia","tag-ocr","tag-9574","tag-4432","tag-9573"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-scaled.png",2560,1386,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-300x162.png",300,162,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-768x416.png",640,347,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-1024x554.png",640,346,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-1536x831.png",1536,831,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-2048x1109.png",2048,1109,true],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/04\/screenshot-2026-04-09-at-2-59-12-pm-590x410.png",590,410,true]},"author_info":{"info":["\ucd5c\uc720\ub098"]},"category_info":"<a href=\"https:\/\/jore2.com\/?cat=8858\" rel=\"category\">AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/14569","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14569"}],"version-history":[{"count":1,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/14569\/revisions"}],"predecessor-version":[{"id":14579,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/14569\/revisions\/14579"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/14578"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14569"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14569"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14569"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}