{"id":4942,"date":"2025-10-02T10:31:20","date_gmt":"2025-10-02T03:31:20","guid":{"rendered":"https:\/\/swoer.vn\/?p=4942"},"modified":"2025-10-02T10:31:20","modified_gmt":"2025-10-02T03:31:20","slug":"he-thong-cap-phoi-robot-vision","status":"publish","type":"post","link":"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/","title":{"rendered":"H\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision: Gi\u1ea3i ph\u00e1p t\u1ef1 \u0111\u1ed9ng ho\u00e1 3D"},"content":{"rendered":"<p><i><span style=\"font-weight: 400;\">Trong k\u1ef7 nguy\u00ean S\u1ea3n xu\u1ea5t Linh ho\u1ea1t v\u00e0 c\u00e1 nh\u00e2n h\u00f3a s\u1ea3n ph\u1ea9m, c\u00e1c gi\u1ea3i ph\u00e1p c\u1ea5p li\u1ec7u truy\u1ec1n th\u1ed1ng nh\u01b0 m\u00e2m rung \u0111\u00e3 kh\u00f4ng c\u00f2n \u0111\u1ee7 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c linh ki\u1ec7n c\u00f3 <\/span><\/i><b><i>h\u00ecnh h\u1ecdc ph\u1ee9c t\u1ea1p<\/i><\/b><i><span style=\"font-weight: 400;\">, d\u1ec5 b\u1ecb <\/span><\/i><b><i>x\u1ebfp ch\u1ed3ng l\u1ed9n x\u1ed9n<\/i><\/b><i><span style=\"font-weight: 400;\">, ho\u1eb7c y\u00eau c\u1ea7u <\/span><\/i><b><i>\u0111\u1ecbnh v\u1ecb 3D<\/i><\/b><i><span style=\"font-weight: 400;\"> nghi\u00eam ng\u1eb7t. H\u1ec7 th\u1ed1ng c\u0169 khi\u1ebfn doanh nghi\u1ec7p ch\u1ecbu chi ph\u00ed <\/span><\/i><b><i>tooling<\/i><\/b><i><span style=\"font-weight: 400;\"> cao v\u00e0 th\u1eddi gian <\/span><\/i><b><i>changeover<\/i><\/b><i><span style=\"font-weight: 400;\"> t\u1ed1n k\u00e9m, tr\u1edf th\u00e0nh r\u00e0o c\u1ea3n l\u1edbn nh\u1ea5t c\u1ee7a t\u1ef1 \u0111\u1ed9ng h\u00f3a. <\/span><\/i><b><i>H\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i robot vision<\/i><\/b><i><span style=\"font-weight: 400;\"> ra \u0111\u1eddi \u0111\u1ec3 l\u1ea5p \u0111\u1ea7y kho\u1ea3ng tr\u1ed1ng n\u00e0y, \u0111\u00e2y l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o gi\u1eefa Th\u1ecb gi\u00e1c M\u00e1y v\u00e0 Robot, cho ph\u00e9p <\/span><\/i><b><i>g\u1eafp nh\u1eb7t linh ki\u1ec7n ng\u1eabu nhi\u00ean<\/i><\/b><i><span style=\"font-weight: 400;\"> v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i, m\u1edf ra c\u00e1nh c\u1eeda m\u1edbi cho t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u1eafp r\u00e1p ph\u1ee9c t\u1ea1p. C\u00f9ng <a href=\"https:\/\/swoer.vn\/ko\/contact\/\"><strong>\uc2a4\uc6cc\uc5b4<\/strong><\/a> t\u00ecm hi\u1ec3u chi ti\u1ebft!<\/span><\/i><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\ube44\ub140\uc7a5<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Cong_nghe_cot_loi_cua_he_thong_cap_phoi_Robot_Vision\" >C\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Cong_nghe_Vision_nang_cao_Su_khac_biet_so_voi_2D\" >C\u00f4ng ngh\u1ec7 Vision n\u00e2ng cao: S\u1ef1 kh\u00e1c bi\u1ec7t so v\u1edbi 2D<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Vision_2D_Tam_nhin_Phang\" >Vision 2D (T\u1ea7m nh\u00ecn Ph\u1eb3ng)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Vision_3D_Dot_pha_%E2%80%93_Tam_nhin_Khong_gian\" >Vision 3D (\u0110\u1ed9t ph\u00e1 &#8211; T\u1ea7m nh\u00ecn Kh\u00f4ng gian)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Tich_hop_AIDeep_Learning\" >T\u00edch h\u1ee3p AI\/Deep Learning<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Toi_uu_hoa_day_chuyen_voi_he_thong_cap_phoi_Robot_Vision\" >T\u1ed1i \u01b0u h\u00f3a d\u00e2y chuy\u1ec1n v\u1edbi h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Ung_dung_theo_nganh\" >\u1ee8ng d\u1ee5ng theo ng\u00e0nh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Cac_yeu_to_ky_thuat_khi_lua_chon_va_tich_hop\" >C\u00e1c y\u1ebfu t\u1ed1 k\u1ef9 thu\u1eadt khi l\u1ef1a ch\u1ecdn v\u00e0 t\u00edch h\u1ee3p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Ket_luan\" >\ub05d\ub0b4\ub2e4\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/swoer.vn\/ko\/he-thong-cap-phoi-robot-vision\/#Lien_he_voi_chung_toi\" >\ubb38\uc758\ud558\uae30<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Cong_nghe_cot_loi_cua_he_thong_cap_phoi_Robot_Vision\"><\/span><span style=\"font-weight: 400;\">C\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>H\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i robot vision<\/b><span style=\"font-weight: 400;\"> l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p kh\u00e9p k\u00edn, th\u00f4ng minh, s\u1eed d\u1ee5ng camera \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh <\/span><b>v\u1ecb tr\u00ed, h\u01b0\u1edbng v\u00e0 t\u01b0 th\u1ebf<\/b><span style=\"font-weight: 400;\"> c\u1ee7a v\u1eadt th\u1ec3 trong kh\u00f4ng gian l\u00e0m vi\u1ec7c. Sau khi c\u00f3 d\u1eef li\u1ec7u ch\u00ednh x\u00e1c, h\u1ec7 th\u1ed1ng s\u1ebd \u0111i\u1ec1u khi\u1ec3n robot c\u00f4ng nghi\u1ec7p th\u1ef1c hi\u1ec7n thao t\u00e1c g\u1eafp nh\u1eb7t ch\u00ednh x\u00e1c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u1ec7 th\u1ed1ng n\u00e0y ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean s\u1ef1 ph\u1ed1i h\u1ee3p c\u1ee7a Ba C\u1ea5u ph\u1ea7n Ch\u00ednh:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u01a1 c\u1ea5u c\u1ea5p ph\u00f4i (Feeding Mechanism):<\/b><span style=\"font-weight: 400;\"> N\u01a1i ch\u1ee9a linh ki\u1ec7n \u0111\u1ea7u v\u00e0o. C\u00f3 th\u1ec3 l\u00e0 <\/span><b>B\u00e0n rung linh ho\u1ea1t (Flexible Feeder)<\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 ph\u00e2n t\u00e1n ph\u00f4i, ho\u1eb7c \u0111\u01a1n gi\u1ea3n h\u01a1n l\u00e0 <\/span><b>th\u00f9ng\/khay ch\u1ee9a linh ki\u1ec7n ng\u1eabu nhi\u00ean (Bin Picking)<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c (Vision System):<\/b><span style=\"font-weight: 400;\"> Bao g\u1ed3m camera, h\u1ec7 th\u1ed1ng chi\u1ebfu s\u00e1ng chuy\u00ean d\u1ee5ng v\u00e0 ph\u1ea7n m\u1ec1m x\u1eed l\u00fd \u1ea3nh. \u0110\u00e2y l\u00e0 b\u1ed9 n\u00e3o cung c\u1ea5p <\/span><b>t\u1ecda \u0111\u1ed9<\/b><span style=\"font-weight: 400;\"> cho robot.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Robot c\u00f4ng nghi\u1ec7p:<\/b><span style=\"font-weight: 400;\"> Th\u01b0\u1eddng l\u00e0 <\/span><b>robot 6 tr\u1ee5c<\/b><span style=\"font-weight: 400;\"> ho\u1eb7c <\/span><b>robot c\u1ed9ng t\u00e1c (Cobot)<\/b><span style=\"font-weight: 400;\"> v\u1edbi t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c l\u1eb7p l\u1ea1i cao, \u0111\u1ea3m nh\u1eadn vai tr\u00f2 ch\u1ea5p h\u00e0nh.<\/span><\/li>\n<\/ol>\n<p><b>Nguy\u00ean l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ed1t l\u00f5i:<\/b><span style=\"font-weight: 400;\"> G\u1eafp nh\u1eb7t ng\u1eabu nhi\u00ean (Random Picking) \u2192 Cung c\u1ea5p T\u1ecda \u0111\u1ed9 ch\u00ednh x\u00e1c \u2192 Robot G\u1eafp Ph\u00f4i Ch\u00ednh x\u00e1c.<\/span><\/p>\n<figure id=\"attachment_4943\" aria-describedby=\"caption-attachment-4943\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4943 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision.png\" alt=\"C\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-cot-loi-cua-he-thong-cap-phoi-Robot-Vision-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-4943\" class=\"wp-caption-text\">C\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Cong_nghe_Vision_nang_cao_Su_khac_biet_so_voi_2D\"><\/span><span style=\"font-weight: 400;\">C\u00f4ng ngh\u1ec7 Vision n\u00e2ng cao: S\u1ef1 kh\u00e1c bi\u1ec7t so v\u1edbi 2D<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1ed9t trong nh\u1eefng \u0111i\u1ec3m m\u1ea1nh nh\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng n\u00e0y l\u00e0 kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i t\u1eeb t\u1ea7m nh\u00ecn 2D gi\u1edbi h\u1ea1n sang t\u1ea7m nh\u00ecn 3D to\u00e0n di\u1ec7n.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Vision_2D_Tam_nhin_Phang\"><\/span><span style=\"font-weight: 400;\">Vision 2D (T\u1ea7m nh\u00ecn Ph\u1eb3ng)<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nguy\u00ean l\u00fd:<\/b><span style=\"font-weight: 400;\"> Ch\u1ee5p \u1ea3nh ph\u1eb3ng (X, Y). Ph\u00f9 h\u1ee3p cho linh ki\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c l\u00e0m ph\u1eb3ng ho\u1eb7c \u0111\u1ecbnh h\u01b0\u1edbng s\u1eb5n (tr\u00ean b\u0103ng t\u1ea3i, \u0111\u1ebf c\u1ed1 \u0111\u1ecbnh).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ea1n ch\u1ebf:<\/b><span style=\"font-weight: 400;\"> Kh\u00f4ng th\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c chi\u1ec1u cao (Z), kh\u00f4ng x\u1eed l\u00fd \u0111\u01b0\u1ee3c c\u00e1c ph\u00f4i b\u1ecb x\u1ebfp ch\u1ed3ng ho\u1eb7c nghi\u00eang.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Vision_3D_Dot_pha_%E2%80%93_Tam_nhin_Khong_gian\"><\/span><span style=\"font-weight: 400;\">Vision 3D (\u0110\u1ed9t ph\u00e1 &#8211; T\u1ea7m nh\u00ecn Kh\u00f4ng gian)<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nguy\u00ean l\u00fd:<\/b><span style=\"font-weight: 400;\"> \uc0ac\uc6a9 <\/span><b>Laser<\/b><span style=\"font-weight: 400;\"> ho\u1eb7c <\/span><b>\u00c1nh s\u00e1ng c\u1ea5u tr\u00fac (Structured Light)<\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 t\u1ea1o ra <\/span><b>\u0111\u00e1m m\u00e2y \u0111i\u1ec3m (Point Cloud)<\/b><span style=\"font-weight: 400;\"> c\u1ee7a v\u1eadt th\u1ec3.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc774\uc810:<\/b><span style=\"font-weight: 400;\"> X\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c <\/span><b>v\u1ecb tr\u00ed 3D (X, Y, Z)<\/b><span style=\"font-weight: 400;\"> \uadf8\ub9ac\uace0 <\/span><b>g\u00f3c quay 6 chi\u1ec1u (6 DOF &#8211; Degrees of Freedom)<\/b><span style=\"font-weight: 400;\">. \u0110i\u1ec1u n\u00e0y c\u1ef1c k\u1ef3 quan tr\u1ecdng cho c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ee9c t\u1ea1p nh\u01b0 <\/span><b>Bin Picking<\/b><span style=\"font-weight: 400;\"> (g\u1eafp nh\u1eb7t t\u1eeb th\u00f9ng ch\u1ee9a l\u1ed9n x\u1ed9n) n\u01a1i linh ki\u1ec7n ho\u00e0n to\u00e0n ng\u1eabu nhi\u00ean v\u00e0 x\u1ebfp ch\u1ed3ng l\u00ean nhau.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Tich_hop_AIDeep_Learning\"><\/span><span style=\"font-weight: 400;\">T\u00edch h\u1ee3p AI\/Deep Learning<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">C\u00e1c h\u1ec7 th\u1ed1ng ti\u00ean ti\u1ebfn c\u00f2n t\u00edch h\u1ee3p <\/span><b>AI v\u00e0 Deep Learning<\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng nh\u1eadn d\u1ea1ng. \u0110i\u1ec1u n\u00e0y gi\u00fap h\u1ec7 th\u1ed1ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">X\u1eed l\u00fd hi\u1ec7u qu\u1ea3 c\u00e1c linh ki\u1ec7n c\u00f3 <\/span><b>b\u1ec1 m\u1eb7t ph\u1ea3n chi\u1ebfu<\/b><span style=\"font-weight: 400;\"> ho\u1eb7c \u0111\u1ed9 t\u01b0\u01a1ng ph\u1ea3n th\u1ea5p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ph\u00e2n bi\u1ec7t \u0111\u01b0\u1ee3c c\u00e1c linh ki\u1ec7n c\u00f3 nhi\u1ec1u chi ti\u1ebft ho\u1eb7c g\u00f3c c\u1ea1nh <\/span><b>t\u01b0\u01a1ng \u0111\u1ed3ng<\/b><span style=\"font-weight: 400;\"> m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_4944\" aria-describedby=\"caption-attachment-4944\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4944 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D.png\" alt=\"Co\u0302ng nghe\u0323\u0302 Vision na\u0302ng cao Su\u031b\u0323 kha\u0301c bie\u0323\u0302t so vo\u031b\u0301i 2D\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Cong-nghe-Vision-nang-cao-Su-khac-biet-so-voi-2D-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-4944\" class=\"wp-caption-text\">Co\u0302ng nghe\u0323\u0302 Vision na\u0302ng cao Su\u031b\u0323 kha\u0301c bie\u0323\u0302t so vo\u031b\u0301i 2D<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Toi_uu_hoa_day_chuyen_voi_he_thong_cap_phoi_Robot_Vision\"><\/span><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a d\u00e2y chuy\u1ec1n v\u1edbi h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>H\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i robot vision<\/b><span style=\"font-weight: 400;\"> mang l\u1ea1i nh\u1eefng gi\u00e1 tr\u1ecb chi\u1ebfn l\u01b0\u1ee3c quy\u1ebft \u0111\u1ecbnh T\u1ef7 su\u1ea5t sinh l\u1eddi (ROI) c\u1ee7a d\u1ef1 \u00e1n t\u1ef1 \u0111\u1ed9ng h\u00f3a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1ea3 n\u0103ng x\u1eed l\u00fd linh ho\u1ea1t:<\/b><span style=\"font-weight: 400;\"> L\u00e0 gi\u1ea3i ph\u00e1p ho\u00e0n h\u1ea3o \u0111\u1ec3 g\u1eafp nh\u1eb7t linh ki\u1ec7n <\/span><b>ng\u1eabu nhi\u00ean<\/b><span style=\"font-weight: 400;\"> \uadf8\ub9ac\uace0 <\/span><b>x\u1ebfp ch\u1ed3ng<\/b><span style=\"font-weight: 400;\">. N\u00f3 lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n chi ph\u00ed v\u00e0 th\u1eddi gian <\/span><b>changeover<\/b><span style=\"font-weight: 400;\"> li\u00ean quan \u0111\u1ebfn khu\u00f4n m\u1eabu v\u1eadt l\u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ed9 ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i:<\/b><span style=\"font-weight: 400;\"> T\u1eadn d\u1ee5ng \u0111\u1ed9 ch\u00ednh x\u00e1c l\u1eb7p l\u1ea1i cao c\u1ee7a robot c\u00f4ng nghi\u1ec7p, \u0111\u1ea3m b\u1ea3o l\u1eafp r\u00e1p c\u00e1c chi ti\u1ebft ph\u1ee9c t\u1ea1p v\u1edbi <\/span><b>dung sai ch\u1eb7t ch\u1ebd<\/b><span style=\"font-weight: 400;\">, v\u01b0\u1ee3t xa kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u0103ng t\u00ednh \u1ed5n \u0111\u1ecbnh:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c 24\/7 m\u00e0 kh\u00f4ng b\u1ecb m\u1ec7t m\u1ecfi, \u0111\u1ea3m b\u1ea3o n\u0103ng su\u1ea5t \u1ed5n \u0111\u1ecbnh.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_4945\" aria-describedby=\"caption-attachment-4945\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4945 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision.png\" alt=\"T\u1ed1i \u01b0u h\u00f3a d\u00e2y chuy\u1ec1n v\u1edbi h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/10\/Toi-uu-hoa-day-chuyen-voi-he-thong-cap-phoi-Robot-Vision-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-4945\" class=\"wp-caption-text\">T\u1ed1i \u01b0u h\u00f3a d\u00e2y chuy\u1ec1n v\u1edbi h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Ung_dung_theo_nganh\"><\/span><span style=\"font-weight: 400;\">\u1ee8ng d\u1ee5ng theo ng\u00e0nh<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u00f4ng nghi\u1ec7p \u00d4 t\u00f4:<\/b><span style=\"font-weight: 400;\"> L\u1eafp r\u00e1p c\u00e1c chi ti\u1ebft m\u00e1y, g\u1eafp ph\u00f4i \u0111\u00fac\/r\u00e8n l\u1ed9n x\u1ed9n t\u1eeb th\u00f9ng ch\u1ee9a (Bin Picking) \u0111\u1ec3 \u0111\u01b0a v\u00e0o quy tr\u00ecnh gia c\u00f4ng ti\u1ebfp theo.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110i\u1ec7n t\u1eed &amp; B\u00e1n d\u1eabn:<\/b><span style=\"font-weight: 400;\"> G\u1eafp c\u00e1c chi ti\u1ebft nh\u1ecf, m\u1ecfng, d\u1ec5 v\u1ee1 ho\u1eb7c c\u00f3 h\u00ecnh h\u1ecdc ph\u1ee9c t\u1ea1p \u0111\u1ec3 l\u1eafp r\u00e1p bo m\u1ea1ch ch\u1ee7 ho\u1eb7c c\u00e1c module nh\u1ecf.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u00f3ng g\u00f3i &amp; Ph\u00e2n lo\u1ea1i:<\/b><span style=\"font-weight: 400;\"> X\u1eed l\u00fd v\u00e0 s\u1eafp x\u1ebfp c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u00f3ng g\u00f3i c\u00f3 h\u00ecnh d\u1ea1ng kh\u00f4ng \u0111\u1ec1u ho\u1eb7c c\u00e1c g\u00f3i h\u00e0ng trong kho logistics.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Cac_yeu_to_ky_thuat_khi_lua_chon_va_tich_hop\"><\/span><span style=\"font-weight: 400;\">C\u00e1c y\u1ebfu t\u1ed1 k\u1ef9 thu\u1eadt khi l\u1ef1a ch\u1ecdn v\u00e0 t\u00edch h\u1ee3p<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng, c\u00e1c k\u1ef9 s\u01b0 c\u1ea7n ch\u00fa tr\u1ecdng:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>L\u1ef1a ch\u1ecdn Vision (2D vs 3D):<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc0ac\uc6a9 <\/span><b>Vision 2D<\/b><span style=\"font-weight: 400;\"> n\u1ebfu linh ki\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c ph\u00e2n t\u00e1n tr\u00ean b\u1ec1 m\u1eb7t ph\u1eb3ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc0ac\uc6a9 <\/span><b>Vision 3D<\/b><span style=\"font-weight: 400;\"> n\u1ebfu linh ki\u1ec7n n\u1eb1m l\u1ed9n x\u1ed9n, x\u1ebfp ch\u1ed3ng v\u00e0 c\u1ea7n x\u00e1c \u0111\u1ecbnh chi\u1ec1u cao (Bin Picking).<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ed1c \u0111\u1ed9 Chu k\u1ef3 (Cycle Time):<\/b><span style=\"font-weight: 400;\"> \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh. T\u1ed1c \u0111\u1ed9 to\u00e0n h\u1ec7 th\u1ed1ng (t\u1eeb ch\u1ee5p \u1ea3nh, x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ebfn g\u1eafp nh\u1eb7t) ph\u1ea3i \u0111\u00e1p \u1ee9ng nhu c\u1ea7u s\u1ea3n xu\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ec7 th\u1ed1ng Chi\u1ebfu s\u00e1ng:<\/b><span style=\"font-weight: 400;\"> Ph\u1ea3i l\u1ef1a ch\u1ecdn lo\u1ea1i \u00e1nh s\u00e1ng ph\u00f9 h\u1ee3p (Backlight, Dome Light, Coaxial Light) \u0111\u1ec3 gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 v\u1ea5n \u0111\u1ec1 ph\u1ea3n chi\u1ebfu, b\u00f3ng \u0111\u1ed5 v\u00e0 \u0111\u1ed9 t\u01b0\u01a1ng ph\u1ea3n c\u1ee7a linh ki\u1ec7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1ea3 n\u0103ng T\u00edch h\u1ee3p:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ea3m b\u1ea3o ph\u1ea7n m\u1ec1m Vision c\u00f3 th\u01b0 vi\u1ec7n giao ti\u1ebfp tr\u1ef1c ti\u1ebfp, nhanh ch\u00f3ng v\u1edbi b\u1ed9 \u0111i\u1ec1u khi\u1ec3n robot (Robot Controller) \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a l\u1eadp tr\u00ecnh v\u00e0 gi\u1ea3m \u0111\u1ed9 tr\u1ec5 d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><span style=\"font-weight: 400;\">\ub05d\ub0b4\ub2e4\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>H\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i robot vision<\/b><span style=\"font-weight: 400;\"> kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7, m\u00e0 l\u00e0 m\u1ed9t <\/span><b>chi\u1ebfn l\u01b0\u1ee3c<\/b><span style=\"font-weight: 400;\"> gi\u00fap doanh nghi\u1ec7p gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 b\u00e0i to\u00e1n c\u1ea5p li\u1ec7u cho linh ki\u1ec7n ph\u1ee9c t\u1ea1p v\u00e0 m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t linh ho\u1ea1t. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn t\u1ea5t y\u1ebfu \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ea5p cao.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u1eebng \u0111\u1ec3 s\u1ea3n ph\u1ea9m ph\u1ee9c t\u1ea1p tr\u1edf th\u00e0nh r\u00e0o c\u1ea3n t\u1ef1 \u0111\u1ed9ng h\u00f3a. <\/span><b>Li\u00ean h\u1ec7 ngay v\u1edbi <a href=\"https:\/\/swoer.vn\/ko\/contact\/\">\uc2a4\uc6cc\uc5b4<\/a><\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 chuy\u00ean gia Vision v\u00e0 Robot c\u1ee7a ch\u00fang t\u00f4i thi\u1ebft k\u1ebf gi\u1ea3i ph\u00e1p g\u1eafp nh\u1eb7t linh ho\u1ea1t, ch\u00ednh x\u00e1c cho quy tr\u00ecnh s\u1ea3n xu\u1ea5t c\u1ee7a b\u1ea1n, gi\u00fap b\u1ea1n \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t v\u00e0 ROI t\u1ed1i \u01b0u.<\/span><\/p>\n<p><b>\t<div id=\"gap-1045075503\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1045075503 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t<\/b><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lien_he_voi_chung_toi\"><\/span><b>\ubb38\uc758\ud558\uae30<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>\uc7ac\ub8cc \ud06c\uae30\uc640 \ud544\uc694\ud55c \uc18d\ub3c4\ub97c \uc54c\ub824\uc8fc\uc138\uc694.<\/b><\/p>\n<p><b>\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f280-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"280\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/ko\/wp-json\/wp\/v2\/posts\/4942#wpcf7-f280-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/ko\/wp-json\/wp\/v2\/posts\/4942#wpcf7-f280-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"280\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.0.6\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f280-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/div>\n<div class='custom_contact_style'>\n\t<div class=\"row row-small\">\n\t\t<div class=\"col medium-6 small-12 large-6\">\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"\uc774\ub984*\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span>\n\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"col medium-6 small-12 large-6\">\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"\uc774\uba54\uc77c*\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t<div class='cus_contact_form_bottom'>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"\ud578\ub4dc\ud3f0\" value=\"\" type=\"text\" name=\"your-phone\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class='cus_contact_form_bottom'>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-country\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"\uad6d\uac00\" value=\"\" type=\"text\" name=\"your-country\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"\uadc0\ud558\uc758 \uba54\uc2dc\uc9c0 *\" name=\"your-message\"><\/textarea><\/span>\n\t<\/p>\n\t<div style=\"margin-bottom:10px;\">\n\t\t<p><span class=\"wpcf7-form-control-wrap kc_captcha cf7ic-toggle\" data-name=\"kc_captcha\"><span class=\"wpcf7-form-control wpcf7-radio\"><span class=\"captcha-image\" style=\"display: none;\"><span class=\"cf7ic_instructions\">Please prove you are human by selecting the<span> key<\/span>.<\/span><label><input aria-label=\"1\" type=\"radio\" name=\"kc_captcha\" value=\"bot\" \/><svg width=\"50\" height=\"50\" aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M259 18l-65 132-146 22c-26 3-37 36-18 54l106 103-25 146c-5 26 23 46 46 33l131-68 131 68c23 13 51-7 46-33l-25-146 106-103c19-18 8-51-18-54l-146-22-65-132a32 32 0 00-58 0z\"\/><\/svg><\/label><label><input aria-label=\"2\" type=\"radio\" name=\"kc_captcha\" value=\"kc_human\" \/><svg width=\"50\" height=\"50\" aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 512 512\"><path fill=\"currentColor\" d=\"M512 176a176 176 0 01-209 173l-24 27a24 24 0 01-18 8h-37v40c0 13-11 24-24 24h-40v40c0 13-11 24-24 24H24c-13 0-24-11-24-24v-78c0-6 3-13 7-17l162-162a176 176 0 11343-55zm-176-48a48 48 0 1096 0 48 48 0 00-96 0z\"\/><\/svg><\/label><label><input aria-label=\"3\" type=\"radio\" name=\"kc_captcha\" value=\"bot\" \/><svg width=\"50\" height=\"50\" aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M472 200H360L256 6a12 12 0 00-10-6h-58c-8 0-14 7-12 15l34 185H100l-35-58a12 12 0 00-10-6H12c-8 0-13 7-12 14l21 106L0 362c-1 7 4 14 12 14h43c4 0 8-2 10-6l35-58h110l-34 185c-2 8 4 15 12 15h58a12 12 0 0010-6l104-194h112c57 0 104-25 104-56s-47-56-104-56z\"\/><\/svg><\/label>\r\n    <\/span>\r\n    <span style=\"display:none\">\r\n        <input type=\"text\" name=\"kc_honeypot\">\r\n    <\/span><\/span><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"\uba54\uc2dc\uc9c0 \ubcf4\ub0b4\uae30\" \/>\n\t<\/p>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"ko\"\/><\/form>\n<\/div>\n<\/b><\/p>","protected":false},"excerpt":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean S\u1ea3n xu\u1ea5t Linh ho\u1ea1t v\u00e0 c\u00e1 nh\u00e2n h\u00f3a s\u1ea3n ph\u1ea9m, c\u00e1c gi\u1ea3i ph\u00e1p c\u1ea5p li\u1ec7u truy\u1ec1n th\u1ed1ng nh\u01b0 m\u00e2m rung \u0111\u00e3 kh\u00f4ng c\u00f2n \u0111\u1ee7 kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u00e1c linh ki\u1ec7n c\u00f3 h\u00ecnh h\u1ecdc ph\u1ee9c t\u1ea1p, d\u1ec5 b\u1ecb x\u1ebfp ch\u1ed3ng l\u1ed9n x\u1ed9n, ho\u1eb7c y\u00eau c\u1ea7u \u0111\u1ecbnh v\u1ecb 3D nghi\u00eam ng\u1eb7t. H\u1ec7 th\u1ed1ng [&#8230;]","protected":false},"author":3,"featured_media":4946,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4942","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>H\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i Robot Vision: Gi\u1ea3i ph\u00e1p t\u1ef1 \u0111\u1ed9ng ho\u00e1 3D - Nh\u00e0 s\u1ea3n xu\u1ea5t m\u00e1y c\u1ea5p li\u1ec7u c\u00f4ng nghi\u1ec7p<\/title>\n<meta name=\"description\" content=\"T\u00ecm hi\u1ec3u v\u1ec1 h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i robot vision. 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