{"id":7524,"date":"2026-01-29T10:33:24","date_gmt":"2026-01-29T03:33:24","guid":{"rendered":"https:\/\/swoer.vn\/?p=7524"},"modified":"2026-01-29T10:33:24","modified_gmt":"2026-01-29T03:33:24","slug":"he-thong-phan-loai-san-pham-thong-minh","status":"publish","type":"post","link":"https:\/\/swoer.vn\/th\/he-thong-phan-loai-san-pham-thong-minh\/","title":{"rendered":"H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh: B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 cho nh\u00e0 m\u00e1y 4.0"},"content":{"rendered":"<p><i><span style=\"font-weight: 400;\">Trong k\u1ef7 nguy\u00ean s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i, vi\u1ec7c ph\u00e2n lo\u1ea1i th\u1ee7 c\u00f4ng \u0111ang d\u1ea7n b\u1ed9c l\u1ed9 nhi\u1ec1u h\u1ea1n ch\u1ebf. T\u1ed1c \u0111\u1ed9 ch\u1eadm, sai s\u00f3t cao v\u00e0 chi ph\u00ed nh\u00e2n c\u00f4ng t\u0103ng l\u00e0 nh\u1eefng r\u00e0o c\u1ea3n l\u1edbn. <\/span><\/i><b><i>H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh<\/i><\/b><i><span style=\"font-weight: 400;\"> ra \u0111\u1eddi ch\u00ednh l\u00e0 l\u1eddi gi\u1ea3i ho\u00e0n h\u1ea3o cho b\u00e0i to\u00e1n n\u00e0y.<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">H\u1ec7 th\u1ed1ng gi\u00fap doanh nghi\u1ec7p ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng tuy\u1ec7t \u0111\u1ed1i v\u00e0 n\u00e2ng cao n\u0103ng su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i. H\u00e3y c\u00f9ng <a href=\"https:\/\/swoer.vn\/th\/contact\/\"><strong>\u0e2a\u0e27\u0e2d\u0e40\u0e2d\u0e2d\u0e23\u0e4c<\/strong><\/a> kh\u00e1m ph\u00e1 s\u1ee9c m\u1ea1nh c\u1ee7a c\u00f4ng ngh\u1ec7 ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng th\u1ebf h\u1ec7 m\u1edbi.<\/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\">\u0e2a\u0e32\u0e23\u0e1a\u0e31\u0e0d<\/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=\"\u0e2a\u0e25\u0e31\u0e1a\u0e2a\u0e32\u0e23\u0e1a\u0e31\u0e0d\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u0e2a\u0e25\u0e31\u0e1a<\/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\/th\/he-thong-phan-loai-san-pham-thong-minh\/#He_thong_phan_loai_san_pham_thong_minh_la_gi\" >H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh l\u00e0 g\u00ec?<\/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\/th\/he-thong-phan-loai-san-pham-thong-minh\/#Cac_thanh_phan_chinh_cua_he_thong_phan_loai_hien_dai\" >C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i hi\u1ec7n \u0111\u1ea1i<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/swoer.vn\/th\/he-thong-phan-loai-san-pham-thong-minh\/#Uu_diem_vuot_troi_cua_he_thong_phan_loai_thong_minh\" >\u01afu \u0111i\u1ec3m v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i th\u00f4ng minh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/swoer.vn\/th\/he-thong-phan-loai-san-pham-thong-minh\/#Ung_dung_thuc_te_cua_he_thong_phan_loai_tu_dong\" >\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/swoer.vn\/th\/he-thong-phan-loai-san-pham-thong-minh\/#Tai_sao_nen_chon_giai_phap_phan_loai_tai_SWOER\" >T\u1ea1i sao n\u00ean ch\u1ecdn gi\u1ea3i ph\u00e1p ph\u00e2n lo\u1ea1i t\u1ea1i SWOER?<\/a><\/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\/th\/he-thong-phan-loai-san-pham-thong-minh\/#Ket_luan\" >\u0e2a\u0e23\u0e38\u0e1b:<\/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\/th\/he-thong-phan-loai-san-pham-thong-minh\/#Lien_he_voi_chung_toi\" >\u0e15\u0e34\u0e14\u0e15\u0e48\u0e2d\u0e40\u0e23\u0e32<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"He_thong_phan_loai_san_pham_thong_minh_la_gi\"><\/span><span style=\"font-weight: 400;\">H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh l\u00e0 g\u00ec?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o gi\u1eefa c\u01a1 kh\u00ed ch\u00ednh x\u00e1c v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). H\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 camera &#8220;m\u1eaft th\u1ea7n&#8221; \u0111\u1ec3 nh\u1eadn di\u1ec7n s\u1ea3n ph\u1ea9m. Sau \u0111\u00f3, b\u1ed9 x\u1eed l\u00fd trung t\u00e2m s\u1ebd ra l\u1ec7nh cho c\u00e1c c\u01a1 c\u1ea5u ch\u1ea5p h\u00e0nh \u0111\u1ec3 chia ch\u1ecdn s\u1ea3n ph\u1ea9m v\u1ec1 \u0111\u00fang v\u1ecb tr\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kh\u00e1c v\u1edbi c\u00e1c d\u00f2ng m\u00e1y c\u0169, h\u1ec7 th\u1ed1ng th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc. N\u00f3 c\u00f3 th\u1ec3 ph\u00e2n lo\u1ea1i d\u1ef1a tr\u00ean nhi\u1ec1u ti\u00eau ch\u00ed ph\u1ee9c t\u1ea1p nh\u01b0:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00e0u s\u1eafc v\u00e0 h\u00ecnh d\u00e1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">K\u00edch th\u01b0\u1edbc v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00e3 v\u1ea1ch (Barcode) ho\u1eb7c m\u00e3 QR.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eadn di\u1ec7n c\u00e1c l\u1ed7i ngo\u1ea1i quan nh\u1ecf nh\u1ea5t (NG).<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_7526\" aria-describedby=\"caption-attachment-7526\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-7526 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi.png\" alt=\"H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh l\u00e0 g\u00ec?\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/He-thong-phan-loai-san-pham-thong-minh-la-gi-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-7526\" class=\"wp-caption-text\">H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh l\u00e0 g\u00ec?<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Cac_thanh_phan_chinh_cua_he_thong_phan_loai_hien_dai\"><\/span><span style=\"font-weight: 400;\">C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i hi\u1ec7n \u0111\u1ea1i<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1ed9t h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i t\u1ea1i SWOER th\u01b0\u1eddng bao g\u1ed3m 4 th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ec7 th\u1ed1ng n\u1ea1p li\u1ec7u:<\/b><span style=\"font-weight: 400;\"> M\u00e2m rung c\u1ea5p ph\u00f4i ho\u1eb7c b\u0103ng t\u1ea3i \u0111i\u1ec1u h\u01b0\u1edbng s\u1ea3n ph\u1ea9m v\u00e0o v\u00f9ng nh\u1eadn di\u1ec7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1eaft th\u1ea7n (Vision System):<\/b><span style=\"font-weight: 400;\"> Camera c\u00f4ng nghi\u1ec7p ch\u1ee5p \u1ea3nh s\u1ea3n ph\u1ea9m v\u1edbi t\u1ed1c \u0111\u1ed9 c\u1ef1c cao.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>B\u1ed9 n\u00e3o AI:<\/b><span style=\"font-weight: 400;\"> Thu\u1eadt to\u00e1n x\u1eed l\u00fd h\u00ecnh \u1ea3nh v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ph\u00e2n lo\u1ea1i trong v\u00e0i miligi\u00e2y.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u01a1 c\u1ea5u ch\u1ea5p h\u00e0nh:<\/b><span style=\"font-weight: 400;\"> C\u00e1nh tay Robot Delta, b\u1ed9 \u0111\u1ea9y kh\u00ed n\u00e9n ho\u1eb7c thanh g\u1ea1t \u0111i\u1ec1u h\u01b0\u1edbng s\u1ea3n ph\u1ea9m.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Uu_diem_vuot_troi_cua_he_thong_phan_loai_thong_minh\"><\/span><span style=\"font-weight: 400;\">\u01afu \u0111i\u1ec3m v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i th\u00f4ng minh<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u1ea1i sao c\u00e1c doanh nghi\u1ec7p l\u1edbn t\u1ea1i B\u1eafc Ninh v\u00e0 to\u00e0n qu\u1ed1c l\u1ea1i \u01b0u ti\u00ean gi\u1ea3i ph\u00e1p n\u00e0y?<\/span><\/p>\n<ul>\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;\"> Lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n l\u1ed7i do c\u1ea3m t\u00ednh ho\u1eb7c s\u1ef1 m\u1ec7t m\u1ecfi c\u1ee7a con ng\u01b0\u1eddi. T\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c \u0111\u1ea1t t\u1edbi 99.9%.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd th\u1ea7n t\u1ed1c:<\/b><span style=\"font-weight: 400;\"> C\u00f3 th\u1ec3 ph\u00e2n lo\u1ea1i h\u00e0ng ngh\u00ecn s\u1ea3n ph\u1ea9m m\u1ed7i gi\u1edd. \u0110i\u1ec1u n\u00e0y gi\u00fap d\u00e2y chuy\u1ec1n v\u1eadn h\u00e0nh xuy\u00ean su\u1ed1t kh\u00f4ng \u0111i\u1ec3m d\u1eebng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng b\u00e1o c\u00e1o s\u1ed1 l\u01b0\u1ee3ng h\u00e0ng t\u1ed1t\/h\u00e0ng l\u1ed7i ngay tr\u00ean m\u00e0n h\u00ecnh qu\u1ea3n l\u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ed1i \u01b0u h\u00f3a nh\u00e2n s\u1ef1:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3m \u0111\u1ebfn 80% s\u1ed1 l\u01b0\u1ee3ng nh\u00e2n c\u00f4ng t\u1ea1i kh\u00e2u ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng (QC).<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_7527\" aria-describedby=\"caption-attachment-7527\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-7527 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh.png\" alt=\"\u01afu \u0111i\u1ec3m v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i th\u00f4ng minh\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Uu-diem-vuot-troi-cua-he-thong-phan-loai-thong-minh-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-7527\" class=\"wp-caption-text\">\u01afu \u0111i\u1ec3m v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i th\u00f4ng minh<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Ung_dung_thuc_te_cua_he_thong_phan_loai_tu_dong\"><\/span><span style=\"font-weight: 400;\">\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Gi\u1ea3i ph\u00e1p n\u00e0y \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ng\u00e0nh Logistic:<\/b><span style=\"font-weight: 400;\"> Ph\u00e2n lo\u1ea1i b\u01b0u ki\u1ec7n theo m\u00e3 v\u00f9ng ho\u1eb7c k\u00edch th\u01b0\u1edbc th\u00f9ng h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21\u0e2d\u0e32\u0e2b\u0e32\u0e23 :<\/b><span style=\"font-weight: 400;\"> Ph\u00e2n lo\u1ea1i tr\u00e1i c\u00e2y theo \u0111\u1ed9 ch\u00edn ho\u1eb7c \u0111\u00f3ng g\u00f3i b\u00e1nh k\u1eb9o theo h\u01b0\u01a1ng v\u1ecb.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ng\u00e0nh \u0111i\u1ec7n t\u1eed:<\/b><span style=\"font-weight: 400;\"> Ki\u1ec3m tra l\u1ed7i ngo\u1ea1i quan linh ki\u1ec7n, ph\u00e2n lo\u1ea1i b\u1ea3n m\u1ea1ch theo model.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0e2d\u0e38\u0e15\u0e2a\u0e32\u0e2b\u0e01\u0e23\u0e23\u0e21\u0e22\u0e32:<\/b><span style=\"font-weight: 400;\"> Lo\u1ea1i b\u1ecf chai l\u1ecd n\u1ee9t v\u1ee1, thi\u1ebfu n\u1eafp ho\u1eb7c sai nh\u00e3n m\u00e1c.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_7528\" aria-describedby=\"caption-attachment-7528\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-7528 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong.png\" alt=\"\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2026\/01\/Ung-dung-thuc-te-cua-he-thong-phan-loai-tu-dong-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-7528\" class=\"wp-caption-text\">\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Tai_sao_nen_chon_giai_phap_phan_loai_tai_SWOER\"><\/span><span style=\"font-weight: 400;\">T\u1ea1i sao n\u00ean ch\u1ecdn gi\u1ea3i ph\u00e1p ph\u00e2n lo\u1ea1i t\u1ea1i SWOER?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">SWOER t\u1ef1 h\u00e0o l\u00e0 \u0111\u01a1n v\u1ecb d\u1eabn \u0111\u1ea7u v\u1ec1 gi\u1ea3i ph\u00e1p ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng t\u1ea1i mi\u1ec1n B\u1eafc:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u00f4ng ngh\u1ec7 Vision AI ti\u00ean ti\u1ebfn:<\/b><span style=\"font-weight: 400;\"> Nh\u1eadn di\u1ec7n \u0111\u01b0\u1ee3c c\u00e1c l\u1ed7i ph\u1ee9c t\u1ea1p m\u00e0 m\u1eaft th\u01b0\u1eddng kh\u00f3 th\u1ea5y.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Thi\u1ebft k\u1ebf \u0111\u1ed3ng b\u1ed9:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c tinh ch\u1ec9nh \u0111\u1ec3 t\u00edch h\u1ee3p m\u01b0\u1ee3t m\u00e0 v\u00e0o d\u00e2y chuy\u1ec1n c\u00f3 s\u1eb5n c\u1ee7a kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>H\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt t\u1ea1i ch\u1ed7:<\/b><span style=\"font-weight: 400;\"> X\u01b0\u1edfng s\u1ea3n xu\u1ea5t t\u1ea1i B\u1eafc Ninh gi\u00fap ch\u00fang t\u00f4i b\u1ea3o tr\u00ec v\u00e0 x\u1eed l\u00fd s\u1ef1 c\u1ed1 t\u1ee9c th\u00ec.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ph\u1ea7n m\u1ec1m \u1ed5n \u0111\u1ecbnh:<\/b><span style=\"font-weight: 400;\"> Thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a, \u0111\u1ea3m b\u1ea3o m\u00e1y ch\u1ea1y 24\/7 trong m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><span style=\"font-weight: 400;\">\u0e2a\u0e23\u0e38\u0e1b:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh<\/b><span style=\"font-weight: 400;\"> kh\u00f4ng c\u00f2n l\u00e0 l\u1ef1a ch\u1ecdn, m\u00e0 l\u00e0 y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c \u0111\u1ec3 doanh nghi\u1ec7p t\u1ed3n t\u1ea1i trong k\u1ef7 nguy\u00ean 4.0. \u0110\u1ea7u t\u01b0 v\u00e0o h\u1ec7 th\u1ed1ng n\u00e0y ch\u00ednh l\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0o uy t\u00edn v\u00e0 l\u1ee3i nhu\u1eadn b\u1ec1n v\u1eefng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1ea1n mu\u1ed1n t\u1ed1i \u01b0u h\u00f3a kh\u00e2u ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m? H\u00e3y li\u00ean h\u1ec7 ngay v\u1edbi \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 c\u1ee7a <a href=\"https:\/\/swoer.vn\/th\/contact\/\"><strong>\u0e2a\u0e27\u0e2d\u0e40\u0e2d\u0e2d\u0e23\u0e4c<\/strong><\/a> \u0111\u1ec3 nh\u1eadn gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hotline\/Zalo:<\/b><span style=\"font-weight: 400;\"> 0347 103 200<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ecba ch\u1ec9:<\/b><span style=\"font-weight: 400;\"> S\u1ed1 4, ph\u1ed1 D\u00e3 T\u01b0\u1ee3ng, ph\u01b0\u1eddng Kinh B\u1eafc, t\u1ec9nh B\u1eafc Ninh<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Website:<\/b> <a href=\"https:\/\/swoer.vn\/th\/\"><span style=\"font-weight: 400;\">https:\/\/swoer.vn<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b>\t<div id=\"gap-101247141\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-101247141 {\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>\u0e15\u0e34\u0e14\u0e15\u0e48\u0e2d\u0e40\u0e23\u0e32<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>\u0e01\u0e23\u0e38\u0e13\u0e32\u0e41\u0e08\u0e49\u0e07\u0e02\u0e19\u0e32\u0e14\u0e27\u0e31\u0e2a\u0e14\u0e38\u0e41\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e40\u0e23\u0e47\u0e27\u0e17\u0e35\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e40\u0e23\u0e32\u0e17\u0e23\u0e32\u0e1a<\/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=\"\/th\/wp-json\/wp\/v2\/posts\/7524#wpcf7-f280-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/th\/wp-json\/wp\/v2\/posts\/7524#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=\"\u0e0a\u0e37\u0e48\u0e2d*\" 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=\"\u0e2d\u0e35\u0e40\u0e21\u0e25*\" 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=\"\u0e42\u0e17\u0e23\u0e28\u0e31\u0e1e\u0e17\u0e4c\" 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=\"\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\" 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=\"\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\u0e02\u0e2d\u0e07\u0e04\u0e38\u0e13 *\" 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> car<\/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=\"M415 24c-53 0-103 42-127 65-24-23-74-65-127-65C70 24 16 77 16 166c0 72 67 133 69 135l187 181c9 8 23 8 32 0l187-180c2-3 69-64 69-136 0-89-54-142-145-142z\"\/><\/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=\"M500 168h-55l-8-21a127 127 0 00-120-83H195a127 127 0 00-120 83l-8 21H12c-8 0-14 8-11 16l8 24a12 12 0 0011 8h29a64 64 0 00-33 56v48c0 16 6 31 16 42v62c0 13 11 24 24 24h48c13 0 24-11 24-24v-40h256v40c0 13 11 24 24 24h48c13 0 24-11 24-24v-62c10-11 16-26 16-42v-48c0-24-13-45-33-56h29a12 12 0 0011-8l8-24c3-8-3-16-11-16zm-365 2c9-25 33-42 60-42h122c27 0 51 17 60 42l15 38H120l15-38zM88 328a32 32 0 010-64c18 0 48 30 48 48s-30 16-48 16zm336 0c-18 0-48 2-48-16s30-48 48-48 32 14 32 32-14 32-32 32z\"\/><\/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 0 384 512\"><path fill=\"currentColor\" d=\"M377 375l-83-87h34c21 0 32-25 17-40l-82-88h33c21 0 32-25 18-40L210 8c-10-11-26-11-36 0L70 120c-14 15-3 40 18 40h33l-82 88c-15 15-4 40 17 40h34L7 375c-15 16-4 41 17 41h120c0 33-11 49-34 68-12 9-5 28 10 28h144c15 0 22-19 10-28-20-16-34-32-34-68h120c21 0 32-25 17-41z\"\/><\/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=\"\u0e2a\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\" \/>\n\t<\/p>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"th\"\/><\/form>\n<\/div>\n<\/b><\/p>","protected":false},"excerpt":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i, vi\u1ec7c ph\u00e2n lo\u1ea1i th\u1ee7 c\u00f4ng \u0111ang d\u1ea7n b\u1ed9c l\u1ed9 nhi\u1ec1u h\u1ea1n ch\u1ebf. T\u1ed1c \u0111\u1ed9 ch\u1eadm, sai s\u00f3t cao v\u00e0 chi ph\u00ed nh\u00e2n c\u00f4ng t\u0103ng l\u00e0 nh\u1eefng r\u00e0o c\u1ea3n l\u1edbn. H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh ra \u0111\u1eddi ch\u00ednh l\u00e0 l\u1eddi gi\u1ea3i ho\u00e0n h\u1ea3o cho b\u00e0i to\u00e1n [&#8230;]","protected":false},"author":3,"featured_media":7525,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-7524","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 ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh: B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 cho nh\u00e0 m\u00e1y 4.0 - Nh\u00e0 s\u1ea3n xu\u1ea5t m\u00e1y c\u1ea5p li\u1ec7u c\u00f4ng nghi\u1ec7p<\/title>\n<meta name=\"description\" content=\"Kh\u00e1m ph\u00e1 h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh t\u00edch h\u1ee3p Vision AI. T\u0103ng t\u1ed1c \u0111\u1ed9 chia ch\u1ecdn, lo\u1ea1i b\u1ecf h\u00e0ng l\u1ed7i t\u1ef1 \u0111\u1ed9ng v\u00e0 t\u1ed1i \u01b0u h\u00f3a nh\u00e2n c\u00f4ng\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/swoer.vn\/th\/he-thong-phan-loai-san-pham-thong-minh\/\" \/>\n<meta property=\"og:locale\" content=\"th_TH\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"H\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh: B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 cho nh\u00e0 m\u00e1y 4.0 - Nh\u00e0 s\u1ea3n xu\u1ea5t m\u00e1y c\u1ea5p li\u1ec7u c\u00f4ng nghi\u1ec7p\" \/>\n<meta property=\"og:description\" content=\"Kh\u00e1m ph\u00e1 h\u1ec7 th\u1ed1ng ph\u00e2n lo\u1ea1i s\u1ea3n ph\u1ea9m th\u00f4ng minh t\u00edch h\u1ee3p Vision AI. 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