{"id":21363,"date":"2025-09-05T14:09:51","date_gmt":"2025-09-05T07:09:51","guid":{"rendered":"https:\/\/base.vn\/blog\/?p=21363"},"modified":"2025-09-05T14:19:31","modified_gmt":"2025-09-05T07:19:31","slug":"ocr-la-gi","status":"publish","type":"post","link":"https:\/\/base.vn\/blog\/ocr-la-gi\/","title":{"rendered":"OCR l\u00e0 g\u00ec? Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng trong doanh nghi\u1ec7p"},"content":{"rendered":"\n<p>Trong k\u1ef7 nguy\u00ean s\u1ed1, d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh \u201ct\u00e0i s\u1ea3n\u201d qu\u00fd gi\u00e1 c\u1ee7a doanh nghi\u1ec7p. Tuy nhi\u00ean, vi\u1ec7c nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng t\u1eeb h\u00e0ng ngh\u00ecn h\u00f3a \u0111\u01a1n, h\u1ee3p \u0111\u1ed3ng hay ch\u1ee9ng t\u1eeb gi\u1ea5y kh\u00f4ng ch\u1ec9 t\u1ed1n th\u1eddi gian m\u00e0 c\u00f2n ti\u1ec1m \u1ea9n nhi\u1ec1u sai s\u00f3t. \u0110\u00e2y ch\u00ednh l\u00e0 l\u00fac <strong>OCR (Optical Character Recognition)<\/strong> ra \u0111\u1eddi nh\u01b0 m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1, gi\u00fap m\u00e1y t\u00ednh \u201c\u0111\u1ecdc hi\u1ec3u\u201d v\u0103n b\u1ea3n t\u1eeb h\u00ecnh \u1ea3nh ho\u1eb7c t\u00e0i li\u1ec7u scan. V\u1eady <strong>OCR l\u00e0 g\u00ec, ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o v\u00e0 mang l\u1ea1i l\u1ee3i \u00edch g\u00ec cho doanh nghi\u1ec7p?<\/strong> H\u00e3y c\u00f9ng <a href=\"https:\/\/base.vn\/?utm_source=blog&amp;utm_content=ocr-la-gi\" target=\"_blank\" rel=\"noreferrer noopener\">Base.vn<\/a> kh\u00e1m ph\u00e1 trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-1-ocr-la-gi\">1. OCR l\u00e0 g\u00ec?<\/h2>\n\n\n\n<p><strong>OCR<\/strong> l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a <strong>Optical Character Recognition<\/strong>, d\u1ecbch sang ti\u1ebfng Vi\u1ec7t l\u00e0 <strong>nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc<\/strong>. Hi\u1ec3u m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n, \u0111\u00e2y l\u00e0 c\u00f4ng ngh\u1ec7 gi\u00fap m\u00e1y t\u00ednh \u201c\u0111\u1ecdc\u201d v\u00e0 chuy\u1ec3n \u0111\u1ed5i ch\u1eef trong h\u00ecnh \u1ea3nh (v\u00ed d\u1ee5 nh\u01b0 t\u1eeb t\u00e0i li\u1ec7u in, gi\u1ea5y t\u1edd vi\u1ebft tay, ho\u1eb7c file scan) th\u00e0nh v\u0103n b\u1ea3n s\u1ed1. Nh\u1edd \u0111\u00f3, d\u1eef li\u1ec7u sau khi <a href=\"https:\/\/base.vn\/blog\/so-hoa-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">s\u1ed1 h\u00f3a<\/a> c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm, ch\u1ec9nh s\u1eeda v\u00e0 l\u01b0u tr\u1eef d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"587\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR-la-gi-1024x587.webp\" alt=\"OCR l\u00e0 g\u00ec?\" class=\"wp-image-21381\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR-la-gi-1024x587.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR-la-gi-300x172.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR-la-gi-768x440.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR-la-gi-1536x880.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR-la-gi.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>OCR l\u00e0 g\u00ec?<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>V\u00ed d\u1ee5: Gi\u1ea3 s\u1eed b\u1ea1n c\u00f3 m\u1ed9t b\u1ea3n h\u1ee3p \u0111\u1ed3ng, h\u00f3a \u0111\u01a1n ho\u1eb7c ch\u1ee9ng t\u1eeb \u0111\u00e3 \u0111\u01b0\u1ee3c qu\u00e9t v\u00e0 l\u01b0u d\u01b0\u1edbi d\u1ea1ng \u1ea3nh ho\u1eb7c PDF. Th\u00f4ng th\u01b0\u1eddng, b\u1ea1n ch\u1ec9 c\u00f3 th\u1ec3 xem n\u1ed9i dung ch\u1ee9 kh\u00f4ng th\u1ec3 sao ch\u00e9p hay ch\u1ec9nh s\u1eeda. Nh\u01b0ng khi \u00e1p d\u1ee5ng OCR, to\u00e0n b\u1ed9 ph\u1ea7n ch\u1eef trong h\u00ecnh \u1ea3nh s\u1ebd \u0111\u01b0\u1ee3c \u201cbi\u1ebfn\u201d th\u00e0nh v\u0103n b\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1. \u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t, ch\u1ec9nh s\u1eeda v\u00e0 x\u1eed l\u00fd th\u00f4ng tin nhanh ch\u00f3ng thay v\u00ec nh\u1eadp tay t\u1eebng ch\u1eef.<\/p>\n\n\n\n<p class=\"has-background\" style=\"background-color:#ebf6fd\"><strong>\u0110\u1ecdc th\u00eam:<\/strong> <a href=\"https:\/\/base.vn\/blog\/computer-vision-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Computer Vision l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng th\u1ecb gi\u00e1c m\u00e1y t\u00ednh trong doanh nghi\u1ec7p<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-2-nguyen-ly-ho\u1ea1t-d\u1ed9ng-c\u1ee7a-ocr\">2. Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a OCR<\/h2>\n\n\n\n<p>OCR (Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc) v\u1eadn h\u00e0nh theo m\u1ed9t tr\u00ecnh t\u1ef1 c\u00e1c b\u01b0\u1edbc r\u00f5 r\u00e0ng \u0111\u1ec3 chuy\u1ec3n t\u00e0i li\u1ec7u t\u1eeb h\u00ecnh \u1ea3nh sang v\u0103n b\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1. Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a OCR d\u1ef1a tr\u00ean 5 b\u01b0\u1edbc ch\u00ednh sau:&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-1-ti\u1ec1n-x\u1eed-ly-hinh-\u1ea3nh\">2.1 Ti\u1ec1n x\u1eed l\u00fd h\u00ecnh \u1ea3nh<\/h3>\n\n\n\n<p>Ti\u1ec1n x\u1eed l\u00fd h\u00ecnh \u1ea3nh ch\u00ednh l\u00e0 c\u00f4ng \u0111o\u1ea1n l\u00e0m s\u1ea1ch v\u00e0 chu\u1ea9n h\u00f3a h\u00ecnh \u1ea3nh \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng nh\u1eadn d\u1ea1ng, bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u0103n ch\u1ec9nh t\u00e0i li\u1ec7u \u0111\u1ec3 tr\u00e1nh l\u1ec7ch g\u00f3c trong \u1ea3nh qu\u00e9t.<\/li>\n\n\n\n<li>Kh\u1eed nhi\u1ec5u lo\u1ea1i b\u1ecf c\u00e1c v\u1ebft b\u1ea9n, \u0111\u1ed1m nh\u1ecf kh\u00f4ng mong mu\u1ed1n v\u00e0 l\u00e0m m\u1ecbn vi\u1ec1n k\u00fd t\u1ef1.<\/li>\n\n\n\n<li>Chuy\u1ec3n \u0111\u1ed5i \u1ea3nh sang nh\u1ecb ph\u00e2n: t\u1eeb \u1ea3nh m\u00e0u ho\u1eb7c x\u00e1m th\u00e0nh \u1ea3nh ch\u1ec9 hai m\u00e0u \u0111en\/tr\u1eafng, gi\u00fap d\u1ec5 ph\u00e2n bi\u1ec7t k\u00fd t\u1ef1 v\u00e0 n\u1ec1n.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-2-phan-tich-b\u1ed1-c\u1ee5c\">2.2 Ph\u00e2n t\u00edch b\u1ed1 c\u1ee5c<\/h3>\n\n\n\n<p>T\u1ea1i b\u01b0\u1edbc ph\u00e2n t\u00edch b\u1ed1 c\u1ee5c, OCR s\u1ebd x\u00e1c \u0111\u1ecbnh c\u00e1c v\u00f9ng ch\u1ee9a v\u0103n b\u1ea3n tr\u00ean trang:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n \u0111o\u1ea1n \u1ea3nh th\u00e0nh t\u1eebng d\u00f2ng, c\u1ee5m t\u1eeb ho\u1eb7c k\u00fd t\u1ef1 ri\u00eang l\u1ebb.<\/li>\n\n\n\n<li>X\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed t\u1eebng k\u00fd t\u1ef1 \u0111\u1ec3 ph\u1ee5c v\u1ee5 cho b\u01b0\u1edbc nh\u1eadn d\u1ea1ng sau n\u00e0y.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-3-nh\u1eadn-d\u1ea1ng-ky-t\u1ef1\">2.3 Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1<\/h3>\n\n\n\n<p>C\u00f3 2 ph\u01b0\u01a1ng ph\u00e1p ch\u00ednh \u0111\u01b0\u1ee3c OCR s\u1eed d\u1ee5ng khi nh\u1eadn d\u1ea1ng k\u00ed t\u1ef1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>So kh\u1edbp m\u1eabu: <\/strong>So s\u00e1nh k\u00fd t\u1ef1 t\u1eeb h\u00ecnh \u1ea3nh v\u1edbi m\u1eabu c\u00f3 trong c\u01a1 s\u1edf d\u1eef li\u1ec7u, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y \u0111\u1eb7c bi\u1ec7t hi\u1ec7u qu\u1ea3 khi font ch\u1eef r\u00f5 r\u00e0ng v\u00e0 m\u1eabu \u0111\u00e3 bi\u1ebft tr\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>Tr\u00edch xu\u1ea5t \u0111\u1eb7c \u0111i\u1ec3m: <\/strong>Ph\u00e2n t\u00edch c\u00e1c th\u00e0nh ph\u1ea7n nh\u01b0 \u0111\u01b0\u1eddng cong, v\u00f2ng kh\u00e9p k\u00edn, giao \u0111i\u1ec3m. Nh\u1eefng \u0111\u1eb7c tr\u01b0ng n\u00e0y gi\u00fap h\u1ec7 th\u1ed1ng nh\u1eadn d\u1ea1ng ch\u00ednh x\u00e1c ngay c\u1ea3 khi font ho\u1eb7c k\u00edch th\u01b0\u1edbc thay \u0111\u1ed5i.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-4-xu\u1ea5t-d\u1eef-li\u1ec7u-va-h\u1eadu-x\u1eed-ly\">2.4 Xu\u1ea5t d\u1eef li\u1ec7u v\u00e0 h\u1eadu x\u1eed l\u00fd<\/h3>\n\n\n\n<p>Sau khi nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>V\u0103n b\u1ea3n \u0111\u01b0\u1ee3c chuy\u1ec3n th\u00e0nh \u0111\u1ecbnh d\u1ea1ng c\u00f3 th\u1ec3 ch\u1ec9nh s\u1eeda nh\u01b0 Word, PDF c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm, ho\u1eb7c v\u0103n b\u1ea3n thu\u1ea7n.<\/li>\n\n\n\n<li>M\u1ed9t s\u1ed1 h\u1ec7 th\u1ed1ng c\u00f2n gi\u1eef l\u1ea1i c\u1ea3 h\u00ecnh \u1ea3nh g\u1ed1c v\u00e0 k\u1ebft qu\u1ea3 nh\u1eadn d\u1ea1ng \u0111\u1ec3 ti\u1ec7n so s\u00e1nh ho\u1eb7c \u0111\u1ed1i chi\u1ebfu.<\/li>\n\n\n\n<li>H\u1eadu x\u1eed l\u00fd c\u00f3 th\u1ec3 bao g\u1ed3m: s\u1eeda l\u1ed7i ch\u00ednh t\u1ea3, s\u1eed d\u1ee5ng t\u1eeb \u0111i\u1ec3n m\u1eb7c \u0111\u1ecbnh \u0111\u1ec3 t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c, ho\u1eb7c \u0111\u1ecbnh d\u1ea1ng l\u1ea1i theo c\u1ea5u tr\u00fac ban \u0111\u1ea7u.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-5-\u1ee9ng-d\u1ee5ng-ai-va-machine-learning-ml\">2.5 \u1ee8ng d\u1ee5ng AI v\u00e0 Machine Learning (ML)<\/h3>\n\n\n\n<p>OCR hi\u1ec7n \u0111\u1ea1i t\u00edch h\u1ee3p AI v\u00e0 <a href=\"https:\/\/base.vn\/blog\/machine-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning<\/a> \u0111\u1ec3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c, \u0111\u1eb7c bi\u1ec7t v\u1edbi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ch\u1eef vi\u1ebft tay ho\u1eb7c v\u0103n b\u1ea3n ph\u1ee9c t\u1ea1p<\/strong>: C\u00f4ng ngh\u1ec7 ICR (Intelligent Character Recognition) cho ph\u00e9p \u201ct\u1ef1 h\u1ecdc\u201d, c\u1ea3i ti\u1ebfn d\u1ea7n qua nhi\u1ec1u l\u1ea7n x\u1eed l\u00fd.<\/li>\n\n\n\n<li><strong>H\u1ecdc m\u1ea1ng n\u01a1-ron (neural networks)<\/strong>: ph\u00e2n t\u00edch nhi\u1ec1u c\u1ea5p \u0111\u1ed9 \u0111\u1eb7c tr\u01b0ng, t\u1eeb \u0111\u01b0\u1eddng n\u00e9t \u0111\u1ebfn c\u1ea5u tr\u00fac t\u1ed5ng th\u1ec3, gi\u00fap t\u0103ng kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n v\u0103n b\u1ea3n g\u1ea7n gi\u1ed1ng con ng\u01b0\u1eddi h\u01a1n.<\/li>\n<\/ul>\n\n\n\n<p>Nh\u1edd quy tr\u00ecnh x\u1eed l\u00fd n\u00e0y, OCR gi\u00fap doanh nghi\u1ec7p ti\u1ebft ki\u1ec7m th\u1eddi gian nh\u1eadp li\u1ec7u, t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd t\u00e0i li\u1ec7u v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c nh\u1edd AI\/ML, t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh v\u00e0 gi\u1ea3m thi\u1ec3u sai s\u00f3t so v\u1edbi c\u00e1ch l\u00e0m th\u1ee7 c\u00f4ng.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"587\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/nguyen-ly-hoat-dong-OCR-1024x587.webp\" alt=\"Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a OCR\" class=\"wp-image-21384\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/nguyen-ly-hoat-dong-OCR-1024x587.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/nguyen-ly-hoat-dong-OCR-300x172.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/nguyen-ly-hoat-dong-OCR-768x440.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/nguyen-ly-hoat-dong-OCR-1536x880.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/nguyen-ly-hoat-dong-OCR.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a OCR<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-3-\u1ee9ng-d\u1ee5ng-ocr-trong-doanh-nghi\u1ec7p\">3. \u1ee8ng d\u1ee5ng OCR trong doanh nghi\u1ec7p<\/h2>\n\n\n\n<p>C\u00f4ng ngh\u1ec7 OCR kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i ch\u1eef trong h\u00ecnh \u1ea3nh th\u00e0nh v\u0103n b\u1ea3n, m\u00e0 c\u00f2n m\u1edf ra nhi\u1ec1u gi\u1ea3i ph\u00e1p th\u1ef1c t\u1ebf gi\u00fap doanh nghi\u1ec7p t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 qu\u1ea3n l\u00fd. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-1-qu\u1ea3n-ly-hanh-chinh-van-phong\">3.1 Qu\u1ea3n l\u00fd h\u00e0nh ch\u00ednh \u2013 v\u0103n ph\u00f2ng<\/h3>\n\n\n\n<p>OCR gi\u00fap s\u1ed1 h\u00f3a nhanh ch\u00f3ng c\u00e1c lo\u1ea1i h\u1ee3p \u0111\u1ed3ng, c\u00f4ng v\u0103n, h\u1ed3 s\u01a1 nh\u00e2n s\u1ef1, thay th\u1ebf vi\u1ec7c l\u01b0u tr\u1eef gi\u1ea5y t\u1edd c\u1ed3ng k\u1ec1nh. Nh\u1edd \u0111\u00f3, t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm, chia s\u1ebb v\u00e0 l\u01b0u tr\u1eef tr\u00ean h\u1ec7 th\u1ed1ng s\u1ed1 ti\u1ec7n l\u1ee3i, gi\u1ea3m thi\u1ec3u r\u1ee7i ro th\u1ea5t l\u1ea1c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-2-k\u1ebf-toan-tai-chinh\">3.2 K\u1ebf to\u00e1n \u2013 t\u00e0i ch\u00ednh<\/h3>\n\n\n\n<p>Thay v\u00ec nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng, OCR h\u1ed7 tr\u1ee3 tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb h\u00f3a \u0111\u01a1n, ch\u1ee9ng t\u1eeb, phi\u1ebfu thu chi m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y gi\u00fap k\u1ebf to\u00e1n ti\u1ebft ki\u1ec7m th\u1eddi gian, gi\u1ea3m sai s\u00f3t v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong b\u00e1o c\u00e1o t\u00e0i ch\u00ednh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-3-logistics\">3.3 Logistics<\/h3>\n\n\n\n<p>Trong l\u0129nh v\u1ef1c v\u1eadn t\u1ea3i, kho v\u1eadn, OCR gi\u00fap x\u1eed l\u00fd v\u1eadn \u0111\u01a1n, phi\u1ebfu xu\u1ea5t nh\u1eadp kho, ch\u1ee9ng t\u1eeb giao nh\u1eadn nhanh ch\u00f3ng. T\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 \u0111\u1ed3ng b\u1ed9 v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, gi\u00fap qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh minh b\u1ea1ch v\u00e0 ti\u1ebft ki\u1ec7m nh\u00e2n l\u1ef1c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-4-ngan-hang-va-b\u1ea3o-hi\u1ec3m\">3.4 Ng\u00e2n h\u00e0ng v\u00e0 b\u1ea3o hi\u1ec3m<\/h3>\n\n\n\n<p>OCR \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong \u0111\u1ecbnh danh kh\u00e1ch h\u00e0ng \u0111i\u1ec7n t\u1eed (eKYC), nh\u1eadn d\u1ea1ng gi\u1ea5y t\u1edd t\u00f9y th\u00e2n ho\u1eb7c bi\u1ec3u m\u1eabu giao d\u1ecbch. Nh\u1edd v\u1eady, ng\u00e2n h\u00e0ng v\u00e0 c\u00f4ng ty b\u1ea3o hi\u1ec3m c\u00f3 th\u1ec3 x\u00e1c th\u1ef1c th\u00f4ng tin nhanh ch\u00f3ng, an to\u00e0n v\u00e0 thu\u1eadn ti\u1ec7n h\u01a1n cho kh\u00e1ch h\u00e0ng.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"587\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/ung-dung-OCR-trong-doanh-nghiep-1024x587.webp\" alt=\"\u1ee8ng d\u1ee5ng OCR trong doanh nghi\u1ec7p\" class=\"wp-image-21387\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/ung-dung-OCR-trong-doanh-nghiep-1024x587.webp 1024w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/ung-dung-OCR-trong-doanh-nghiep-300x172.webp 300w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/ung-dung-OCR-trong-doanh-nghiep-768x440.webp 768w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/ung-dung-OCR-trong-doanh-nghiep-1536x880.webp 1536w, https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/ung-dung-OCR-trong-doanh-nghiep.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u1ee8ng d\u1ee5ng OCR trong doanh nghi\u1ec7p<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-5-marketing-va-cham-soc-khach-hang\">3.5 Marketing v\u00e0 ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/h3>\n\n\n\n<p>Trong ho\u1ea1t \u0111\u1ed9ng marketing, OCR cho ph\u00e9p tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb form \u0111\u0103ng k\u00fd offline, kh\u1ea3o s\u00e1t ho\u1eb7c phi\u1ebfu b\u1ed1c th\u0103m. Doanh nghi\u1ec7p d\u1ec5 d\u00e0ng l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch th\u00f4ng tin kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c v\u00e0 tri\u1ec3n khai c\u00e1c chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n<p class=\"has-background\" style=\"background-color:#ebf6fd\"><strong>\u0110\u1ecdc th\u00eam:<\/strong> <a href=\"https:\/\/base.vn\/blog\/deep-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Learning l\u00e0 g\u00ec? T\u00ecm hi\u1ec3u c\u00e1ch m\u00e1y h\u1ecdc s\u00e2u ho\u1ea1t \u0111\u1ed9ng<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-4-l\u1ee3i-ich-ocr-mang-l\u1ea1i-cho-doanh-nghi\u1ec7p\">4. L\u1ee3i \u00edch OCR mang l\u1ea1i cho doanh nghi\u1ec7p<\/h2>\n\n\n\n<p>Vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 OCR kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p x\u1eed l\u00fd t\u00e0i li\u1ec7u nhanh ch\u00f3ng h\u01a1n m\u00e0 c\u00f2n mang \u0111\u1ebfn nhi\u1ec1u gi\u00e1 tr\u1ecb thi\u1ebft th\u1ef1c trong v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n l\u00fd. Nh\u1eefng l\u1ee3i \u00edch n\u1ed5i b\u1eadt c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn l\u00e0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ti\u1ebft ki\u1ec7m th\u1eddi gian nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng: gi\u1ea3m \u0111\u00e1ng k\u1ec3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i, gi\u1ea3i ph\u00f3ng nh\u00e2n s\u1ef1 \u0111\u1ec3 t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 quan tr\u1ecdng h\u01a1n.<\/li>\n\n\n\n<li>Gi\u1ea3m thi\u1ec3u sai s\u00f3t, n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c: h\u1ea1n ch\u1ebf l\u1ed7i do con ng\u01b0\u1eddi trong qu\u00e1 tr\u00ecnh nh\u1eadp li\u1ec7u, \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n\n\n\n<li>T\u0103ng n\u0103ng su\u1ea5t l\u00e0m vi\u1ec7c, gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh: t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh gi\u00fap ti\u1ebft ki\u1ec7m nh\u00e2n l\u1ef1c, r\u00fat ng\u1eafn th\u1eddi gian x\u1eed l\u00fd v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed.<\/li>\n\n\n\n<li>N\u00e2ng cao kh\u1ea3 n\u0103ng t\u00ecm ki\u1ebfm, qu\u1ea3n l\u00fd v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u: t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a gi\u00fap tra c\u1ee9u nhanh ch\u00f3ng, d\u1ec5 d\u00e0ng chia s\u1ebb v\u00e0 b\u1ea3o m\u1eadt t\u1ed1t h\u01a1n.<\/li>\n\n\n\n<li>G\u00f3p ph\u1ea7n th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i s\u1ed1 to\u00e0n di\u1ec7n: OCR tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p t\u1eebng b\u01b0\u1edbc x\u00e2y d\u1ef1ng m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c hi\u1ec7n \u0111\u1ea1i, s\u1ed1 h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh v\u1eadn h\u00e0nh.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-5-gi\u1ea3i-phap-ocr-k\u1ebft-h\u1ee3p-cung-base-vn\">5. Gi\u1ea3i ph\u00e1p OCR k\u1ebft h\u1ee3p c\u00f9ng Base.vn<\/h2>\n\n\n\n<p>Trong b\u1ed1i c\u1ea3nh doanh nghi\u1ec7p ng\u00e0y c\u00e0ng ch\u00fa tr\u1ecdng \u0111\u1ebfn chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh, vi\u1ec7c ch\u1ec9 \u00e1p d\u1ee5ng OCR \u0111\u01a1n l\u1ebb ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 khai th\u00e1c h\u1ebft ti\u1ec1m n\u0103ng. Do \u0111\u00f3, t\u00edch h\u1ee3p OCR v\u00e0o m\u1ed9t h\u1ec7 sinh th\u00e1i qu\u1ea3n tr\u1ecb to\u00e0n di\u1ec7n nh\u01b0 <a href=\"https:\/\/base.vn\/?utm_source=blog&amp;utm_content=ocr-la-gi\" target=\"_blank\" rel=\"noreferrer noopener\">Base.vn<\/a> s\u1ebd gi\u00fap doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 s\u1ed1 h\u00f3a d\u1eef li\u1ec7u m\u00e0 c\u00f2n k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi quy tr\u00ecnh l\u00e0m vi\u1ec7c, ph\u00ea duy\u1ec7t v\u00e0 qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c. \u0110\u00e2y ch\u00ednh l\u00e0 gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 minh b\u1ea1ch th\u00f4ng tin trong to\u00e0n t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n<p>Khi k\u1ebft h\u1ee3p OCR v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng trong h\u1ec7 sinh th\u00e1i Base, h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng \u0111\u1ecdc v\u00e0 s\u1ed1 h\u00f3a n\u1ed9i dung t\u1eeb t\u00e0i li\u1ec7u gi\u1ea5y, h\u00ecnh \u1ea3nh, h\u1ee3p \u0111\u1ed3ng, c\u00f4ng v\u0103n, gi\u00fap gi\u1ea3m thi\u1ec3u ho\u00e0n to\u00e0n thao t\u00e1c nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng, \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh x\u1eed l\u00fd th\u00f4ng tin. \u0110\u1eb7c bi\u1ec7t, OCR \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng m\u1ea1nh m\u1ebd trong Base E-Office v\u00e0 Base Work+<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Base E-Office<\/strong> cung c\u1ea5p gi\u1ea3i ph\u00e1p s\u1ed1 h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh v\u0103n b\u1ea3n v\u00e0 tr\u00ecnh k\u00fd, gi\u00fap doanh nghi\u1ec7p r\u00fat ng\u1eafn t\u1edbi 80% th\u1eddi gian ph\u00ea duy\u1ec7t, gi\u1ea3m 99% nguy c\u01a1 th\u1ea5t l\u1ea1c t\u00e0i li\u1ec7u, \u0111\u1ed3ng th\u1eddi t\u0103ng t\u1ed1c v\u1eadn h\u00e0nh g\u1ea5p 3 l\u1ea7n th\u00f4ng qua c\u01a1 ch\u1ebf nh\u1eadn, x\u1eed l\u00fd, tr\u00ecnh k\u00fd, c\u1ea5p s\u1ed1 v\u0103n b\u1ea3n tr\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng duy nh\u1ea5t.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/base.vn\/platform\/work?utm_source=blog&amp;utm_content=ocr-la-gi\" target=\"_blank\" rel=\"noreferrer noopener\">Base Work+<\/a><\/strong> l\u00e0 c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c th\u00f4ng minh, k\u1ebft n\u1ed1i ch\u1eb7t ch\u1ebd gi\u1eefa c\u00e1c ph\u00f2ng ban, gi\u00fap \u0111\u1ec1 xu\u1ea5t, ph\u00ea duy\u1ec7t v\u00e0 theo d\u00f5i ti\u1ebfn \u0111\u1ed9 d\u1ef1 \u00e1n t\u1ef1 \u0111\u1ed9ng, g\u1eafn li\u1ec1n d\u1eef li\u1ec7u s\u1ed1. Vi\u1ec7c s\u1eed d\u1ee5ng OCR gi\u00fap tr\u00edch xu\u1ea5t nhanh d\u1eef li\u1ec7u t\u1eeb t\u00e0i li\u1ec7u li\u00ean quan \u0111\u1ebfn c\u00f4ng vi\u1ec7c, gi\u00fap c\u1eadp nh\u1eadt k\u1ecbp th\u1eddi v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n<\/ul>\n\n\n\n<p>Vi\u1ec7c t\u00edch h\u1ee3p OCR v\u00e0o h\u1ec7 sinh th\u00e1i Base.vn mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch r\u00f5 r\u1ec7t cho c\u1ea3 l\u00e3nh \u0111\u1ea1o v\u00e0 nh\u00e2n s\u1ef1. To\u00e0n b\u1ed9 t\u00e0i li\u1ec7u sau khi \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 l\u01b0u tr\u1eef t\u1eadp trung s\u1ebd tr\u1edf n\u00ean minh b\u1ea1ch, d\u1ec5 d\u00e0ng truy c\u1eadp, gi\u00fap ng\u01b0\u1eddi d\u00f9ng nhanh ch\u00f3ng tra c\u1ee9u c\u00e1c th\u00f4ng tin quan tr\u1ecdng nh\u01b0 h\u1ee3p \u0111\u1ed3ng hay v\u0103n b\u1ea3n ph\u00ea duy\u1ec7t. Nh\u1edd \u0111\u00f3, qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u0169ng \u0111\u01b0\u1ee3c di\u1ec5n ra k\u1ecbp th\u1eddi h\u01a1n, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u chu\u1ea9n x\u00e1c v\u00e0 c\u1eadp nh\u1eadt, v\u1eeba ti\u1ebft ki\u1ec7m th\u1eddi gian x\u1eed l\u00fd, v\u1eeba gi\u1ea3m thi\u1ec3u sai s\u00f3t, \u0111\u1ed3ng th\u1eddi n\u00e2ng cao hi\u1ec7u qu\u1ea3 qu\u1ea3n tr\u1ecb trong doanh nghi\u1ec7p.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/base.vn\/platform\/work?utm_source=blog&amp;utm_content=ocr-la-gi\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"469\" src=\"https:\/\/base.vn\/wp-content\/uploads\/2024\/11\/Base-Work-1024x469.jpg\" alt=\"Base Work+\" class=\"wp-image-13505\" srcset=\"https:\/\/base.vn\/wp-content\/uploads\/2024\/11\/Base-Work-1024x469.jpg 1024w, https:\/\/base.vn\/wp-content\/uploads\/2024\/11\/Base-Work-300x138.jpg 300w, https:\/\/base.vn\/wp-content\/uploads\/2024\/11\/Base-Work-768x352.jpg 768w, https:\/\/base.vn\/wp-content\/uploads\/2024\/11\/Base-Work-1536x704.jpg 1536w, https:\/\/base.vn\/wp-content\/uploads\/2024\/11\/Base-Work.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em><a href=\"https:\/\/base.vn\/platform\/work?utm_source=blog&amp;utm_content=ocr-la-gi\" target=\"_blank\" rel=\"noreferrer noopener\">Base Work+<\/a> &#8211; Gi\u1ea3i ph\u00e1p qu\u1ea3n tr\u1ecb c\u00f4ng vi\u1ec7c d\u1ef1 \u00e1n to\u00e0n di\u1ec7n<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-6-k\u1ebft-lu\u1eadn\">6. K\u1ebft lu\u1eadn<\/h2>\n\n\n\n<p>C\u00f3 th\u1ec3 th\u1ea5y, OCR kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u, m\u00e0 c\u00f2n l\u00e0 ch\u00eca kh\u00f3a quan tr\u1ecdng trong chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a doanh nghi\u1ec7p. \u1ee8ng d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, OCR \u0111\u1ec1u mang l\u1ea1i l\u1ee3i \u00edch thi\u1ebft th\u1ef1c gi\u00fap doanh nghi\u1ec7p ti\u1ebft ki\u1ec7m th\u1eddi gian, n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u1ed1i \u01b0u v\u1eadn h\u00e0nh. \u0110\u1eb7c bi\u1ec7t, khi k\u1ebft h\u1ee3p c\u00f9ng h\u1ec7 sinh th\u00e1i qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p, OCR tr\u1edf th\u00e0nh gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n gi\u00fap qu\u1ea3n l\u00fd d\u1eef li\u1ec7u minh b\u1ea1ch, ra quy\u1ebft \u0111\u1ecbnh k\u1ecbp th\u1eddi v\u00e0 n\u00e2ng cao n\u0103ng su\u1ea5t l\u00e0m vi\u1ec7c. \u0110\u00e2y ch\u00ednh l\u00e0 b\u01b0\u1edbc \u0111i c\u1ea7n thi\u1ebft \u0111\u1ec3 c\u00e1c t\u1ed5 ch\u1ee9c h\u01b0\u1edbng \u0111\u1ebfn m\u1ed9t m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c hi\u1ec7n \u0111\u1ea1i, th\u00f4ng minh v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean s\u1ed1, d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh \u201ct\u00e0i s\u1ea3n\u201d qu\u00fd gi\u00e1 c\u1ee7a doanh nghi\u1ec7p. Tuy nhi\u00ean, vi\u1ec7c nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng t\u1eeb h\u00e0ng ngh\u00ecn h\u00f3a \u0111\u01a1n, h\u1ee3p \u0111\u1ed3ng hay ch\u1ee9ng t\u1eeb gi\u1ea5y kh\u00f4ng ch\u1ec9 t\u1ed1n th\u1eddi gian m\u00e0 c\u00f2n ti\u1ec1m \u1ea9n nhi\u1ec1u sai s\u00f3t. \u0110\u00e2y ch\u00ednh l\u00e0 l\u00fac OCR (Optical Character Recognition) [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":21379,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[65],"tags":[],"ppma_author":[61],"class_list":["post-21363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-giai-phap-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.4 (Yoast SEO v24.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>OCR l\u00e0 g\u00ec? Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng trong doanh nghi\u1ec7p<\/title>\n<meta name=\"description\" content=\"OCR l\u00e0 g\u00ec? T\u00ecm hi\u1ec3u nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng OCR trong doanh nghi\u1ec7p gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd d\u1eef li\u1ec7u, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/base.vn\/blog\/ocr-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OCR l\u00e0 g\u00ec? Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng trong doanh nghi\u1ec7p\" \/>\n<meta property=\"og:description\" content=\"OCR l\u00e0 g\u00ec? T\u00ecm hi\u1ec3u nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng OCR trong doanh nghi\u1ec7p gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd d\u1eef li\u1ec7u, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/base.vn\/blog\/ocr-la-gi\/\" \/>\n<meta property=\"og:site_name\" content=\"Base Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/base.vietnam\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-05T07:09:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-05T07:19:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/base.vn\/wp-content\/uploads\/2025\/09\/OCR.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"L\u00ea H\u1eefu Kh\u00f4i\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"L\u00ea H\u1eefu Kh\u00f4i\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"12 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/base.vn\/blog\/ocr-la-gi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/base.vn\/blog\/ocr-la-gi\/\"},\"author\":{\"name\":\"L\u00ea H\u1eefu Kh\u00f4i\",\"@id\":\"https:\/\/base.vn\/blog\/#\/schema\/person\/be5c260c1c5ce9efdf0888b78a15881e\"},\"headline\":\"OCR l\u00e0 g\u00ec? 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