{"id":3406,"date":"2026-09-21T14:49:31","date_gmt":"2026-09-21T07:49:31","guid":{"rendered":"https:\/\/tamiacademy.com\/?p=3406"},"modified":"2026-09-21T15:05:26","modified_gmt":"2026-09-21T08:05:26","slug":"machine-vision-la-gi-va-xu-huong-moi","status":"publish","type":"post","link":"https:\/\/tamiacademy.com\/en\/machine-vision-la-gi-va-xu-huong-moi\/","title":{"rendered":"Machine Vision L\u00e0 G\u00ec? Xu H\u01b0\u1edbng Th\u1ecb Gi\u00e1c M\u00e1y C\u00f4ng Nghi\u1ec7p hi\u1ec7n nay"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"3406\" class=\"elementor elementor-3406\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f1c3ca post-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f1c3ca\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5007212\" data-id=\"5007212\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3af730 elementor-widget elementor-widget-eael-breadcrumbs\" data-id=\"e3af730\" data-element_type=\"widget\" data-widget_type=\"eael-breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-breadcrumbs\">\n\t\t\t\t\t\t<div class=\"eael-breadcrumbs__prefix\">\n\t\t\t\t<a href=\"https:\/\/tamiacademy.com\/en\" class=\"eael-breadcrumbs__prefix-link\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewbox=\"0 0 20 20\" fill=\"none\"><path d=\"M3.125 8.28125V17.5C3.125 17.6658 3.19085 17.8247 3.30806 17.9419C3.42527 18.0592 3.58424 18.125 3.75 18.125H7.5V12.8125C7.5 12.5639 7.59877 12.3254 7.77459 12.1496C7.9504 11.9738 8.18886 11.875 8.4375 11.875H11.5625C11.8111 11.875 12.0496 11.9738 12.2254 12.1496C12.4012 12.3254 12.5 12.5639 12.5 12.8125V18.125H16.25C16.4158 18.125 16.5747 18.0592 16.6919 17.9419C16.8092 17.8247 16.875 17.6658 16.875 17.5V8.28125\" stroke=\"#363636\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M18.75 9.99981L10.4254 2.03106C10.2301 1.82481 9.77344 1.82246 9.57461 2.03106L1.25 9.99981M15.625 6.99199V2.49981H13.75V5.19512\" stroke=\"#363636\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg><\/a>\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t<div class=\"eael-breadcrumbs__content\"><a href=\"https:\/\/tamiacademy.com\/en\">Home<\/a> <span class=\"eael-breadcrumb-separator\">\/<\/span> <\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-333562f elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"333562f\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Machine Vision L\u00e0 G\u00ec? Xu H\u01b0\u1edbng Th\u1ecb Gi\u00e1c M\u00e1y C\u00f4ng Nghi\u1ec7p hi\u1ec7n nay<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6672e18 elementor-widget__width-initial elementor-widget elementor-widget-post-info\" data-id=\"6672e18\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-250d151 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/tamiacademy.com\/en\/2026\/09\/21\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M16 2V6M8 2V6M3 10H21M13 4H11C7.229 4 5.343 4 4.172 5.172C3.001 6.344 3 8.229 3 12V14C3 17.771 3 19.657 4.172 20.828C5.344 21.999 7.229 22 11 22H13C16.771 22 18.657 22 19.828 20.828C20.999 19.656 21 17.771 21 14V12C21 8.229 21 6.343 19.828 5.172C18.656 4.001 16.771 4 13 4Z\" stroke=\"#7E7E7E\" stroke-width=\"1.44\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M11.996 14H12.004M11.996 18H12.004M15.991 14H16M8 14H8.009M8 18H8.009\" stroke=\"#7E7E7E\" stroke-width=\"1.92\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Ng\u00e0y \u0111\u0103ng:<\/span>\n\t\t\t\t\t\t\t\t\t\t21\/09\/2026\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4cbc5c elementor-widget elementor-widget-text-editor\" data-id=\"c4cbc5c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #000000;\"><em><span style=\"font-weight: 400;\">Trong c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh (Smart Factory), Machine Vision (Th\u1ecb gi\u00e1c m\u00e1y) \u0111\u00f3ng vai tr\u00f2 nh\u01b0 &#8220;\u0111\u00f4i m\u1eaft th\u1ea7n&#8221; gi\u00fap c\u1ed7 m\u00e1y t\u1ef1 \u0111\u1ed9ng nh\u1eadn bi\u1ebft, ki\u1ec3m tra v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c \u1edf t\u1ed1c \u0111\u1ed9 c\u1ef1c cao. Thay th\u1ebf ho\u00e0n to\u00e0n cho ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra th\u1ee7 c\u00f4ng v\u1ed1n d\u1ec5 sai s\u00f3t do m\u1ec7t m\u1ecfi, Machine Vision \u0111ang tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n b\u1eaft bu\u1ed9c tr\u00ean c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 \u0111\u1ecbnh ngh\u0129a, c\u1ea5u tr\u00fac h\u1ec7 th\u1ed1ng, 4 \u1ee9ng d\u1ee5ng c\u1ed1t l\u00f5i (GIGI) v\u00e0 xu h\u01b0\u1edbng \u1ee9ng d\u1ee5ng Machine Vision m\u1edbi nh\u1ea5t t\u1ea1i Vi\u1ec7t Nam.<\/span><\/em><\/span><\/p><h2><strong><span style=\"color: #000000;\">1. Machine Vision (Th\u1ecb Gi\u00e1c M\u00e1y) L\u00e0 G\u00ec?<\/span><\/strong><\/h2><p><span style=\"font-weight: 400; color: #000000;\">Machine Vision (Th\u1ecb gi\u00e1c m\u00e1y c\u00f4ng nghi\u1ec7p) l\u00e0 c\u00f4ng ngh\u1ec7 t\u00edch h\u1ee3p gi\u1eefa thi\u1ebft b\u1ecb quang h\u1ecdc (camera, \u1ed1ng k\u00ednh, ngu\u1ed3n s\u00e1ng) v\u00e0 ph\u1ea7n m\u1ec1m x\u1eed l\u00fd \u1ea3nh nh\u1eb1m thu nh\u1eadn, ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n, gi\u00e1m s\u00e1t v\u00e0 \u0111\u00e1nh gi\u00e1 quy tr\u00ecnh s\u1ea3n xu\u1ea5t t\u1ef1 \u0111\u1ed9ng.<\/span><\/p><p><span style=\"font-weight: 400; color: #000000;\"> <img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-3416\" src=\"https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_-18x12.webp\" alt=\"\" width=\"700\" height=\"467\" srcset=\"https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_-18x12.webp 18w, https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_-300x200.webp 300w, https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_-1024x683.webp 1024w, https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_-768x512.webp 768w, https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_-1536x1025.webp 1536w, https:\/\/tamiacademy.com\/wp-content\/uploads\/2026\/09\/licensed-image-_1_.webp 2048w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/span><\/p><p><span style=\"font-weight: 400; color: #000000;\">So v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng (QC) truy\u1ec1n th\u1ed1ng b\u1eb1ng m\u1eaft ng\u01b0\u1eddi, Machine Vision s\u1edf h\u1eefu 3 \u01b0u th\u1ebf v\u01b0\u1ee3t tr\u1ed9i:<\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>T\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd v\u01b0\u1ee3t b\u1eadc:<\/strong> Ki\u1ec3m tra h\u00e0ng ng\u00e0n s\u1ea3n ph\u1ea9m m\u1ed7i ph\u00fat tr\u00ean b\u0103ng t\u1ea3i t\u1ed1c \u0111\u1ed9 cao.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>T\u00ednh nh\u1ea5t qu\u00e1n tuy\u1ec7t \u0111\u1ed1i:<\/strong> V\u1eadn h\u00e0nh 24\/7 kh\u00f4ng bi\u1ebft m\u1ec7t m\u1ecfi, lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n y\u1ebfu t\u1ed1 c\u1ea3m t\u00ednh v\u00e0 sai s\u00f3t do con ng\u01b0\u1eddi.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c micro:<\/strong> Ph\u00e1t hi\u1ec7n c\u00e1c khuy\u1ebft thi\u1ebfu, v\u1ebft x\u01b0\u1edbc ho\u1eb7c sai l\u1ec7ch k\u00edch th\u01b0\u1edbc \u1edf c\u1ea5p \u0111\u1ed9 micromet (\u00b5m).<\/span><\/p><\/li><\/ul><\/li><\/ul><\/li><\/ul><h2><strong><span style=\"color: #000000;\">2. C\u1ea5u Tr\u00fac C\u1ed1t L\u00f5i C\u1ee7a M\u1ed9t H\u1ec7 Th\u1ed1ng Machine Vision<\/span><\/strong><\/h2><p><span style=\"font-weight: 400; color: #000000;\">M\u1ed9t h\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c m\u00e1y ti\u00eau chu\u1ea9n kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t chi\u1ebfc camera \u0111\u01a1n l\u1ebb, m\u00e0 l\u00e0 s\u1ef1 ph\u1ed1i h\u1ee3p \u0111\u1ed3ng b\u1ed9 c\u1ee7a 4 th\u00e0nh ph\u1ea7n ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m:<\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>H\u1ec7 th\u1ed1ng chi\u1ebfu s\u00e1ng (Lighting):<\/strong> Y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh 70% ch\u1ea5t l\u01b0\u1ee3ng \u1ea3nh. \u00c1nh s\u00e1ng chu\u1ea9n gi\u00fap l\u00e0m n\u1ed5i b\u1eadt c\u00e1c khuy\u1ebft t\u1eadt (v\u1ebft x\u01b0\u1edbc, m\u00f3p) ho\u1eb7c m\u00e3 v\u1ea1ch, \u0111\u1ed3ng th\u1eddi tri\u1ec7t ti\u00eau b\u00f3ng r\u00e2m v\u00e0 hi\u1ec7n t\u01b0\u1ee3ng l\u00f3a tr\u00ean b\u1ec1 m\u1eb7t ph\u1ea3n quang.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"color: #000000;\"><span style=\"font-weight: 400;\"><strong>\u1ed0ng k\u00ednh c\u00f4ng nghi\u1ec7p (Lens):<\/strong> Gom t\u1ee5 \u00e1nh s\u00e1ng ph\u1ea3n x\u1ea1 t\u1eeb s\u1ea3n ph\u1ea9m truy\u1ec1n l\u00ean c\u1ea3m bi\u1ebfn. Vi\u1ec7c l\u1ef1a ch\u1ecdn ti\u00eau c\u1ef1 ph\u00f9 h\u1ee3p quy\u1ebft \u0111\u1ecbnh tr\u01b0\u1eddng nh\u00ecn (<\/span><i><span style=\"font-weight: 400;\">Field of View &#8211; FoV<\/span><\/i><span style=\"font-weight: 400;\">) v\u00e0 \u0111\u1ed9 s\u1eafc n\u00e9t c\u1ee7a h\u00ecnh \u1ea3nh.<\/span><\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>Camera &amp; C\u1ea3m bi\u1ebfn c\u00f4ng nghi\u1ec7p (Sensor\/Camera):<\/strong> Bi\u1ebfn \u0111\u1ed5i t\u00edn hi\u1ec7u \u00e1nh s\u00e1ng th\u00e0nh d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt s\u1ed1. Camera c\u00f4ng nghi\u1ec7p c\u00f3 t\u1ed1c \u0111\u1ed9 ch\u1ee5p khung h\u00ecnh\/gi\u00e2y (FPS) c\u1ef1c cao v\u00e0 \u0111\u1ed9 ph\u00e2n gi\u1ea3i l\u1edbn \u0111\u1ec3 b\u1eaft n\u00e9t s\u1ea3n ph\u1ea9m \u0111ang di chuy\u1ec3n.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"color: #000000;\"><span style=\"font-weight: 400;\"><strong>Ph\u1ea7n m\u1ec1m x\u1eed l\u00fd \u1ea3nh (Vision Software):<\/strong> &#8220;B\u1ed9 n\u00e3o&#8221; v\u1eadn h\u00e0nh c\u00e1c thu\u1eadt to\u00e1n ph\u00e2n t\u00edch \u1ea3nh th\u00f4, \u0111o l\u01b0\u1eddng, nh\u1eadn d\u1ea1ng v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0110\u1ea1t\/L\u1ed7i (<\/span><i><span style=\"font-weight: 400;\">OK\/NG<\/span><\/i><span style=\"font-weight: 400;\">) \u0111\u1ec3 g\u1eedi t\u00edn hi\u1ec7u t\u1edbi c\u01a1 c\u1ea5u ch\u1ea5p h\u00e0nh (PLC, Robot).<\/span><\/span><\/p><\/li><\/ul><\/li><\/ul><\/li><\/ul><h2><strong><span style=\"color: #000000;\">3. 4 \u1ee8ng D\u1ee5ng C\u1ed1t L\u00f5i C\u1ee7a Machine Vision Trong S\u1ea3n Xu\u1ea5t (M\u00f4 H\u00ecnh GIGI)<\/span><\/strong><\/h2><p><span style=\"font-weight: 400; color: #000000;\">Trong t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p, Machine Vision ch\u1ee7 y\u1ebfu \u0111\u1ea3m nh\u1eadn 4 nh\u00f3m nhi\u1ec7m v\u1ee5 chu\u1ea9n h\u00f3a qu\u1ed1c t\u1ebf (m\u00f4 h\u00ecnh GIGI):<\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>Ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng (Inspection):<\/strong> Ph\u00e1t hi\u1ec7n linh ki\u1ec7n l\u1eafp thi\u1ebfu, ki\u1ec3m tra v\u1ebft x\u01b0\u1edbc tr\u00ean b\u1ec1 m\u1eb7t vi m\u1ea1ch, v\u1ecf kim lo\u1ea1i \u00f4 t\u00f4 ho\u1eb7c ki\u1ec3m tra t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a v\u1ec9 thu\u1ed1c trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"color: #000000;\"><span style=\"font-weight: 400;\"><strong>D\u1eabn h\u01b0\u1edbng Robot (Robot Guidance):<\/strong> Cung c\u1ea5p t\u1ecda \u0111\u1ed9 kh\u00f4ng gian (\u0111\u1eb7c bi\u1ec7t l\u00e0 3D Vision) gi\u00fap c\u00e1nh tay robot \u0111\u1ecbnh v\u1ecb v\u00e0 g\u1eafp &#8211; th\u1ea3 (<\/span><i><span style=\"font-weight: 400;\">Pick-and-place<\/span><\/i><span style=\"font-weight: 400;\">) linh ho\u1ea1t m\u00e0 kh\u00f4ng c\u1ea7n khu\u00f4n g\u00e1 (<\/span><i><span style=\"font-weight: 400;\">jig<\/span><\/i><span style=\"font-weight: 400;\">) c\u01a1 kh\u00ed t\u1ed1n k\u00e9m.<\/span><\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>\u0110o l\u01b0\u1eddng k\u00edch th\u01b0\u1edbc (Gauging\/Measurement)<\/strong>: T\u1ef1 \u0111\u1ed9ng \u0111o \u0111\u01b0\u1eddng k\u00ednh l\u1ed7, k\u00edch th\u01b0\u1edbc ren \u1ed1c, kho\u1ea3ng c\u00e1ch khe h\u1edf v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c micromet (\u00b5m) \u1edf t\u1ed1c \u0111\u1ed9 b\u0103ng chuy\u1ec1n th\u1ef1c t\u1ebf.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>Nh\u1eadn d\u1ea1ng v\u00e0 truy xu\u1ea5t (Identification):<\/strong> T\u1ef1 \u0111\u1ed9ng \u0111\u1ecdc m\u00e3 v\u1ea1ch 1D, 2D (QR, Data Matrix) v\u00e0 nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) tr\u00ean bao b\u00ec, nh\u00e3n m\u00e1c nh\u1eb1m ki\u1ec3m so\u00e1t l\u1ecbch s\u1eed s\u1ea3n xu\u1ea5t v\u00e0 h\u1ea1n s\u1eed d\u1ee5ng.<\/span><\/p><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><strong><span style=\"color: #000000;\">4. B\u1ee9c Tranh R\u00f5 N\u00e9t &amp; Xu H\u01b0\u1edbng Machine Vision T\u1ea1i Vi\u1ec7t Nam<\/span><\/strong><\/p><p><span style=\"font-weight: 400; color: #000000;\">T\u1ea1i Vi\u1ec7t Nam, nhu c\u1ea7u tri\u1ec3n khai Machine Vision \u0111ang b\u00f9ng n\u1ed5 m\u1ea1nh m\u1ebd nh\u1edd 3 \u0111\u1ed9ng l\u1ef1c ch\u00ednh:<\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>L\u00e0n s\u00f3ng FDI \u0110i\u1ec7n t\u1eed &amp; B\u00e1n d\u1eabn:<\/strong> C\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng nghi\u1ec7p l\u1edbn chuy\u1ec3n d\u1ecbch chu\u1ed7i cung \u1ee9ng v\u00e0o Vi\u1ec7t Nam k\u00e9o theo y\u00eau c\u1ea7u kh\u1eaft khe v\u1ec1 ti\u00eau chu\u1ea9n &#8220;Zero Defect&#8221; (Kh\u00f4ng l\u1ed7i). C\u00e1c doanh nghi\u1ec7p ph\u1ee5 tr\u1ee3 n\u1ed9i \u0111\u1ecba b\u1eaft bu\u1ed9c ph\u1ea3i \u0111\u1ea7u t\u01b0 Machine Vision \u0111\u1ec3 ki\u1ec3m tra bo m\u1ea1ch, v\u1ebft x\u01b0\u1edbc vi m\u00f4 v\u00e0 \u0111o l\u01b0\u1eddng t\u1ef1 \u0111\u1ed9ng.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>N\u00e2ng c\u1ea5p l\u00ean 3D Vision &amp; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI\/Deep Learning):<\/strong> S\u1ef1 d\u1ecbch chuy\u1ec3n t\u1eeb h\u1ec7 th\u1ed1ng 2D truy\u1ec1n th\u1ed1ng sang 3D Vision t\u00edch h\u1ee3p AI gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n ph\u1ee9c t\u1ea1p nh\u01b0 d\u1eabn h\u01b0\u1edbng robot g\u1eafp h\u00e0ng x\u00e1o tr\u1ed9n, ph\u00e2n t\u00edch khuy\u1ebft t\u1eadt tr\u00ean b\u1ec1 m\u1eb7t ph\u1ea3n quang ph\u1ee9c t\u1ea1p.<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400; color: #000000;\"><strong>S\u1ed1 h\u00f3a trong ng\u00e0nh F&amp;B v\u00e0 D\u01b0\u1ee3c ph\u1ea9m:<\/strong> \u1ee8ng d\u1ee5ng th\u1ecb gi\u00e1c m\u00e1y \u0111\u1ec3 \u0111\u1ecdc m\u00e3 v\u1ea1ch truy xu\u1ea5t ngu\u1ed3n g\u1ed1c, nh\u1eadn d\u1ea1ng OCR h\u1ea1n s\u1eed d\u1ee5ng v\u00e0 ki\u1ec3m tra ni\u00eam phong bao b\u00ec \u0111\u00e1p \u1ee9ng ti\u00eau chu\u1ea9n xu\u1ea5t kh\u1ea9u qu\u1ed1c t\u1ebf.<\/span><\/p><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 400; color: #000000;\">Machine Vision kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng \u0111\u01a1n thu\u1ea7n m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh h\u1ea1t nh\u00e2n c\u1ed1t l\u00f5i trong chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 x\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y th\u00f4ng minh. Vi\u1ec7c ch\u1ee7 \u0111\u1ed9ng l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y s\u1ebd gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u chi ph\u00ed, n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh v\u00e0 \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n s\u1ea3n xu\u1ea5t to\u00e0n c\u1ea7u.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8b2808 elementor-widget elementor-widget-text-editor\" data-id=\"e8b2808\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><span style=\"color: #000000;\"><strong>Th\u00f4ng tin li\u00ean h\u1ec7<br \/><\/strong><\/span><span style=\"color: #a61b1b;\"><strong>C\u00d4NG TY C\u1ed4 PH\u1ea6N PH\u00c1T TRI\u1ec2N C\u00d4NG NGH\u1ec6 TAMI<\/strong><\/span><\/h2><p><span style=\"color: #000000;\">H\u00e0 N\u1ed9i: <em><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/maps.app.goo.gl\/PMTFHVhercyRvbWy7\" target=\"_blank\" rel=\"noopener\">T\u00f2a nh\u00e0 TTH Building, Di Tr\u1ea1ch, Ho\u00e0i \u0110\u1ee9c, H\u00e0 N\u1ed9i, Vi\u1ec7t Nam<\/a><\/span><\/em><\/span><br \/><span style=\"color: #000000;\">B\u1eafc Ninh: <em><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/maps.app.goo.gl\/WPXRpf3FW5kQsbAV6\" target=\"_blank\" rel=\"noopener\">Ph\u01b0\u1eddng T\u1eeb S\u01a1n, B\u1eafc Ninh, Vi\u1ec7t Nam<\/a>\u00a0<\/span><\/em><\/span><br \/><span style=\"color: #000000;\">S\u0110T\/Zalo: <em>0988 8383 41<\/em><\/span><br \/><span style=\"color: #000000;\">Website: <em><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/tamiacademy.com\/en\/\">www.tamiacademy.com<\/a><\/span><\/em><\/span><br \/><span style=\"color: #000000;\">Fanpage: <em><span style=\"color: #993300;\"><a style=\"color: #993300;\" href=\"https:\/\/www.facebook.com\/TAMIAcademy0625\" target=\"_blank\" rel=\"noopener\">www.facebook.com\/TAMIAcademy0625<\/a><\/span><\/em><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ab1a8fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ab1a8fe\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-662bb41\" data-id=\"662bb41\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19750cf elementor-widget elementor-widget-shortcode\" data-id=\"19750cf\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Kh\u00e1m ph\u00e1 Machine Vision l\u00e0 g\u00ec, c\u1ea5u tr\u00fac 4 th\u00e0nh ph\u1ea7n ph\u1ea7n c\u1ee9ng\/ph\u1ea7n m\u1ec1m, m\u00f4 h\u00ecnh \u1ee9ng d\u1ee5ng GIGI v\u00e0 xu h\u01b0\u1edbng th\u1ecb gi\u00e1c m\u00e1y c\u00f4ng nghi\u1ec7p t\u00edch h\u1ee3p AI t\u1ea1i Vi\u1ec7t Nam.<\/p>","protected":false},"author":8,"featured_media":3416,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2,24],"tags":[82,83],"class_list":["post-3406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs","category-tai-lieu-vision","tag-machine-vision","tag-thi-giac-may"],"acf":[],"_links":{"self":[{"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/posts\/3406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/comments?post=3406"}],"version-history":[{"count":10,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/posts\/3406\/revisions"}],"predecessor-version":[{"id":3422,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/posts\/3406\/revisions\/3422"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/media\/3416"}],"wp:attachment":[{"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/media?parent=3406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/categories?post=3406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tamiacademy.com\/en\/wp-json\/wp\/v2\/tags?post=3406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}