{"id":819,"date":"2024-12-25T03:13:27","date_gmt":"2024-12-25T03:13:27","guid":{"rendered":"https:\/\/starcom.com.vn\/?p=819"},"modified":"2024-12-25T03:13:27","modified_gmt":"2024-12-25T03:13:27","slug":"giai-phap-nhan-dien-ky-tu-chu-viet-tu-dong-ocr","status":"publish","type":"post","link":"https:\/\/starcom.com.vn\/en\/giai-phap-nhan-dien-ky-tu-chu-viet-tu-dong-ocr.html","title":{"rendered":"Gi\u1ea3i ph\u00e1p nh\u1eadn di\u1ec7n k\u00fd t\u1ef1, ch\u1eef vi\u1ebft t\u1ef1 \u0111\u1ed9ng (OCR)"},"content":{"rendered":"

H\u1ec7 th\u1ed1ng s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u b\u1eb1ng ph\u1ea7n m\u1ec1m nh\u1eadn di\u1ec7n k\u00fd t\u1ef1 quang h\u1ecdc ti\u1ebfng Vi\u1ec7t s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u1eb1m gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 b\u00e0i gia t\u0103ng n\u0103ng su\u1ea5t, gi\u1ea3m thi\u1ec3u chi ph\u00ed, ti\u1ebft ki\u1ec7m th\u1eddi gian nh\u1eadp li\u1ec7u, s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u trong l\u01b0 tr\u1eef v\u0103n b\u1ea3n. D\u1ef1a tr\u00ean kinh nghi\u1ec7m v\u1ec1 c\u00e1c k\u1ef9 thu\u1eadt quang h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, gi\u1ea3i ph\u00e1p c\u1ee7a c\u00f4ng ty Starcom c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao, c\u00f3 th\u1ec3 tri\u1ec3n khai trong th\u1ef1c t\u1ebf theo nhi\u1ec1u quy m\u00f4 v\u00e0 c\u1ea5p \u0111\u1ed9 kh\u00e1c nhau, x\u1eed l\u00fd c\u00e1c lo\u1ea1i v\u0103n b\u1ea3n ch\u1eef in, ch\u1eef vi\u1ebft tay \u1edf c\u00e1c \u0111\u1ecbnh d\u1ea1ng kh\u00e1c nhau nh\u01b0 PDF, file \u1ea3nh, v\u0103n b\u1ea3n Scan.<\/span><\/p>\n

Gi\u1ea3i ph\u00e1p OCR bao g\u1ed3m nhi\u1ec1u m\u00f4 h\u00ecnh kh\u00e1c nhau, x\u1eed l\u00fd ph\u00e2n lo\u1ea1i, nh\u1eadn di\u1ec7n ch\u1eef t\u1ea1i c\u00e1c d\u00f2ng, chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh v\u0103n b\u1ea3n d\u1ea1ng s\u1ed1\u2026<\/span><\/p>\n

\"\"<\/span><\/p>\n

M\u00f4 h\u00ecnh ph\u00e1t hi\u1ec7n nh\u1eadn d\u1ea1ng kh\u1ed1i k\u00fd t\u1ef1<\/strong><\/span><\/p>\n

V\u0103n b\u1ea3n \u0111\u01b0\u1ee3c ch\u1ee5p ho\u1eb7c scan th\u00e0nh \u0111\u1ecbnh d\u1ea1ng pdf ho\u1eb7c file \u1ea3nh:<\/span><\/p>\n

\"\"<\/span><\/p>\n

Sau \u0111\u00f3, m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u1ecb tr\u00ed khu v\u1ef1c ch\u1ee9a kh\u1ed1i k\u00fd t\u1ef1 trong \u1ea3nh:<\/span><\/p>\n

\"\"<\/span><\/p>\n

M\u00f4 h\u00ecnh ti\u1ec1n x\u1eed l\u00fd x\u00e1c \u0111\u1ecbnh, c\u1eaft c\u00e1c c\u00e1c d\u00f2ng ch\u1eef th\u00e0nh c\u00e1c \u1ea3nh ri\u00eang bi\u1ec7t<\/span><\/p>\n

\"\"<\/span><\/p>\n

M\u00f4 h\u00ecnh hi\u1ec7u ch\u1ec9nh ng\u00f4n ng\u1eef:<\/strong><\/span><\/p>\n

Do qu\u00e1 tr\u00ecnh ch\u1ee5p \u1ea3nh, scan v\u0103n b\u1ea3n b\u1ecb nhi\u1ec5u ho\u1eb7c v\u0103n b\u1ea3n b\u1ecb m\u1edd, thi\u1ebfu s\u1eafc n\u00e9t do l\u01b0u tr\u1eef l\u00e2u ng\u00e0y s\u1ebd d\u1ec5 g\u00e2y nh\u1ea7m l\u1eabn khi m\u00e1y ph\u00e2n t\u00edch. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u00ednh x\u00e1c, m\u00f4 h\u00ecnh hi\u1ec7u ch\u1ec9nh ng\u00f4n ng\u1eef s\u1ebd \u0111\u00e1nh gi\u00e1, bao qu\u00e1t to\u00e0n b\u1ed9 ng\u1eef c\u1ea3nh \u0111\u1ec3 s\u1eeda c\u00e1c l\u1ed7i nh\u1ecf trong qu\u00e1 tr\u00ecnh nh\u1eadn di\u1ec7n ch\u1eef, t\u1eeb \u0111\u00f3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/span><\/p>\n

L\u1eadp tr\u00ecnh c\u00e1c t\u00ednh n\u0103ng ph\u1ea7n m\u1ec1m:<\/strong><\/span><\/p>\n

– Ch\u1ec9nh s\u1eeda t\u00e0i li\u1ec7u sau khi s\u1ed1 h\u00f3a: Sau khi s\u1ed1 h\u00f3a c\u00f3 t\u1ef7 l\u1ec7 nh\u1ecf n\u1ed9i dung ch\u01b0a ch\u00ednh x\u00e1c, t\u00ednh n\u0103ng s\u1ebd gi\u00fap ho\u00e0n thi\u1ec7n v\u0103n b\u1ea3n s\u1ed1 \u0111\u1ea3m b\u1ea3o ch\u00ednh x\u00e1c v\u1edbi v\u0103n b\u1ea3n ban \u0111\u1ea7u.<\/span><\/p>\n

– T\u00ecm ki\u1ebfm t\u00e0i li\u1ec7u theo n\u1ed9i dung \u0111\u00e3 s\u1ed1 h\u00f3a: Cho ph\u00e9p t\u00ecm ki\u1ebfm v\u0103n b\u1ea3n \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 v\u0103n b\u1ea3n g\u1ed1c t\u01b0\u01a1ng \u1ee9ng.<\/span><\/p>\n

– T\u1ea1o API cho ph\u00e9p t\u00e0i li\u1ec7u s\u1ed1 h\u00f3a th\u00e0nh \u0111\u1ea7u v\u00e0o c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c.<\/span><\/p>\n

Thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 training c\u00e1c m\u00f4 h\u00ecnh:<\/strong><\/span><\/p>\n

– Thu th\u1eadp d\u1eef li\u1ec7u v\u0103n b\u1ea3n l\u01b0u tr\u1eef th\u1ef1c t\u1ebf, ti\u1ebfn h\u00e0nh l\u1ea5y m\u1eabu scan chuy\u1ec3n th\u00e0nh file PDF ho\u1eb7c file \u1ea3nh.<\/span><\/p>\n

– D\u00f9ng c\u00e1c d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c \u0111\u1ec3 training c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u1edf tr\u00ean v\u00e0 hi\u1ec7u ch\u1ec9nh, t\u1ed1i \u01b0u \u0111\u1ea3m b\u1ea3o khi ti\u1ebfn h\u00e0nh v\u1eadn h\u00e0nh th\u1ef1c tu\u1ebf m\u00f4 h\u00ecnh cho \u0111\u1ed9 ch\u00ednh x\u00e1c cao tr\u00ean 98% v\u1edbi ch\u1eef in.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

H\u1ec7 th\u1ed1ng s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u b\u1eb1ng ph\u1ea7n m\u1ec1m nh\u1eadn di\u1ec7n k\u00fd t\u1ef1 quang h\u1ecdc ti\u1ebfng Vi\u1ec7t s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u1eb1m gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 b\u00e0i gia t\u0103ng n\u0103ng su\u1ea5t, gi\u1ea3m thi\u1ec3u chi ph\u00ed, ti\u1ebft ki\u1ec7m th\u1eddi gian nh\u1eadp li\u1ec7u, s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u trong l\u01b0 tr\u1eef v\u0103n b\u1ea3n. D\u1ef1a […]","protected":false},"author":2,"featured_media":823,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37,36],"tags":[],"class_list":["post-819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chu-viet-tu-dong-ocr","category-nhan-dien-ky-tu"],"yoast_head":"\nGi\u1ea3i ph\u00e1p nh\u1eadn di\u1ec7n k\u00fd t\u1ef1, ch\u1eef vi\u1ebft t\u1ef1 \u0111\u1ed9ng (OCR) - STARCOM<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gi\u1ea3i ph\u00e1p nh\u1eadn di\u1ec7n k\u00fd t\u1ef1, ch\u1eef vi\u1ebft t\u1ef1 \u0111\u1ed9ng (OCR)\" \/>\n<meta property=\"og:description\" content=\"H\u1ec7 th\u1ed1ng s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u b\u1eb1ng ph\u1ea7n m\u1ec1m nh\u1eadn di\u1ec7n k\u00fd t\u1ef1 quang h\u1ecdc ti\u1ebfng Vi\u1ec7t s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u1eb1m gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 b\u00e0i gia t\u0103ng n\u0103ng su\u1ea5t, gi\u1ea3m thi\u1ec3u chi ph\u00ed, ti\u1ebft ki\u1ec7m th\u1eddi gian nh\u1eadp li\u1ec7u, s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u trong l\u01b0 tr\u1eef v\u0103n b\u1ea3n. 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