{"id":91745,"date":"2025-03-11T17:44:44","date_gmt":"2025-03-11T09:44:44","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=91745"},"modified":"2025-03-17T08:51:40","modified_gmt":"2025-03-17T00:51:40","slug":"visual-inspection-of-automotive-weld-beads","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/cau-chuyen-thanh-cong\/visual-inspection-of-automotive-weld-beads\/","title":{"rendered":"Ki\u1ec3m tra h\u00ecnh \u1ea3nh h\u1ea1t h\u00e0n \u00f4 t\u00f4"},"content":{"rendered":"<div class=\"post-title-custom-background wp-block-group alignfull has-white-color has-text-color has-link-color eplus-wrapper wp-elements-1\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-3110c56b wp-block-group-is-layout-constrained\">\n<div class=\"case-study-head wp-block-cover alignfull eplus-wrapper\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--20);min-height:220px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-20 has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"1600\" height=\"1067\" class=\"wp-block-cover__image-background wp-image-58695\" alt=\"person holding tool during daytime\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/8kfcr12oeum.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/8kfcr12oeum.jpg 1600w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/8kfcr12oeum-300x200.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/8kfcr12oeum-768x512.jpg 768w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-15a16454-2f11\" class=\"gspb_heading gspb_heading-id-gsbp-15a16454-2f11\">SolVision<span class=\"gspb_heading_subtitle\">Tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng<\/span><\/h2>\n\n\n\n<div class=\"case-category wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/vi\/category\/case-studies\/automotive-vn\/\">\u00d4 t\u00f4<\/a><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<h1 class=\"has-text-align-center wp-block-post-title has-text-color has-black-color has-large-font-size\">Ki\u1ec3m tra h\u00ecnh \u1ea3nh h\u1ea1t h\u00e0n \u00f4 t\u00f4<\/h1><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"phat-hien-khuyet-tat-trong-dieu-kien-do-sang-ngau-nhien\"><strong>Ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt trong \u0111i\u1ec1u ki\u1ec7n \u0111\u1ed9 s\u00e1ng ng\u1eabu nhi\u00ean<\/strong><\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"han-than-xe-va-chat-luong-cau-truc\"><strong>H\u00e0n th\u00e2n xe v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng c\u1ea5u tr\u00fac<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">C\u1ea5u tr\u00fac c\u1ee7a th\u00e2n xe \u00f4 t\u00f4 r\u1ea5t ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u01b0\u1ee3c t\u1ea1o th\u00e0nh t\u1eeb nhi\u1ec1u b\u1ed9 ph\u1eadn kim lo\u1ea1i \u0111\u01b0\u1ee3c d\u1eadp, th\u01b0\u1eddng \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i b\u1eb1ng h\u00e0n, li\u00ean k\u1ebft ho\u1eb7c \u0111inh t\u00e1n. \u00d4 t\u00f4 hi\u1ec7n \u0111\u1ea1i th\u01b0\u1eddng s\u1eed d\u1ee5ng t\u1ea5m th\u00e9p cacbon th\u1ea5p, v\u00ec v\u1eady h\u00e0n l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt ph\u1ed5 bi\u1ebfn trong qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t. Trong qu\u00e1 tr\u00ecnh h\u00e0n, h\u1ed3 quang h\u00e0n h\u1ea5p th\u1ee5 kh\u00ed t\u1eeb c\u00e1c ph\u1ea3n \u1ee9ng n\u1ed9i b\u1ed9 ho\u1eb7c s\u1ef1 h\u00f2a tan b\u00ean ngo\u00e0i. Kh\u00ed b\u1ecb k\u1eb9t \u0111\u00f4i khi kh\u00f4ng th\u1ec3 tho\u00e1t ra k\u1ecbp th\u1eddi v\u00e0 c\u00f2n l\u1ea1i trong h\u1ea1t h\u00e0n, t\u1ea1o th\u00e0nh l\u1ed7 kh\u00ed \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ngo\u1ea1i h\u00ecnh c\u0169ng nh\u01b0 ch\u1ea5t l\u01b0\u1ee3ng c\u1ea5u tr\u00fac c\u1ee7a th\u00e2n xe.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/%E4%B8%BB%E5%9C%96_%E7%A6%8F%E7%89%B9-1-scaled.jpg\" alt=\"Detecting defects in random brightness conditions\" class=\"wp-image-21546\" title=\"\"><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-titlebox gspb_titleBox gspb_titleBox-id-gsbp-d7f236a4-825c\" id=\"gspb_titleBox-id-gsbp-d7f236a4-825c\"><div class=\"gs-titlebox\"><div class=\"gs-title-inbox\"><div class=\"gs-titlebox-icon\"><\/div><div class=\"gs-title-inbox-label\"><\/div><\/div><div class=\"gs-titlebox-text\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"muc-do-sang-va-hinh-anh-cua-su-ro-hat-han\"><strong><strong><strong>M\u1ee9c \u0111\u1ed9 s\u00e1ng v\u00e0 h\u00ecnh \u1ea3nh c\u1ee7a s\u1ef1 r\u1ed7 h\u1ea1t h\u00e0n<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">M\u00e1i xe \u00f4 t\u00f4 c\u00f3 c\u00e1c h\u00ecnh d\u1ea1ng y\u00eau c\u1ea7u h\u1ea1t h\u00e0n \u1edf c\u00e1c \u0111\u1ed9 cao kh\u00e1c nhau, v\u00ec v\u1eady \u0111i\u1ec1u ki\u1ec7n \u0111\u1ed9 s\u00e1ng c\u00f3 th\u1ec3 thay \u0111\u1ed5i khi ch\u1ee5p \u1ea3nh ch\u00fang. C\u00e1c l\u1ed7 kh\u00ed do kh\u00ed ng\u1eabu nhi\u00ean sinh ra c\u0169ng c\u00f3 h\u00ecnh d\u1ea1ng v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t, khi\u1ebfn vi\u1ec7c \u0111\u1ecbnh ngh\u0129a c\u00e1c quy t\u1eafc ki\u1ec3m tra khuy\u1ebft t\u1eadt h\u1ea1t h\u00e0n tr\u1edf n\u00ean kh\u00f3 kh\u0103n.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-titlebox gspb_titleBox gspb_titleBox-id-gsbp-0deb1d81-48a5\" id=\"gspb_titleBox-id-gsbp-0deb1d81-48a5\"><div class=\"gs-titlebox\"><div class=\"gs-title-inbox\"><div class=\"gs-titlebox-icon\"><\/div><div class=\"gs-title-inbox-label\"><\/div><\/div><div class=\"gs-titlebox-text\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"khac-phuc-do-sang-khong-dong-nhat-voi-solvision\"><strong><strong>Kh\u1eafc ph\u1ee5c \u0111\u1ed9 s\u00e1ng kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t v\u1edbi SolVision<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">\u0110\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, <a href=\"https:\/\/solomon-3d.mesvr.tw\/vi\/products\/solvision-vn\/\">SolVision<\/a> c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng c\u00e1c khuy\u1ebft t\u1eadt h\u1ea1t h\u00e0n ti\u1ec1m \u1ea9n trong c\u00e1c \u0111i\u1ec1u ki\u1ec7n \u0111\u1ed9 s\u00e1ng kh\u00e1c nhau \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI, gi\u00fap vi\u1ec7c ki\u1ec3m tra khuy\u1ebft t\u1eadt h\u00e0n tr\u00ean th\u00e2n xe \u00f4 t\u00f4 tr\u1edf n\u00ean \u0111\u00e1ng tin c\u1eady v\u00e0 kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi \u0111\u1ed9 s\u00e1ng ho\u1eb7c \u0111i\u1ec1u ki\u1ec7n \u00e1nh s\u00e1ng.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"kiem-tra-ai\"><strong><strong><strong>Ki\u1ec3m tra AI<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>M\u1eabu v\u00e0ng<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-14_17h27_36.png\" alt=\"Car roof weld bead detection case\" class=\"wp-image-21550\" style=\"width:377px;height:378px\" title=\"\"><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>H\u1ea1t h\u00e0n b\u1ecb l\u1ed7i<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-14_17h27_42.png\" alt=\"Car roof weld bead detection case\" class=\"wp-image-21551\" style=\"width:377px;height:376px\" title=\"\"><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0110\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI, ph\u1ea7n m\u1ec1m h\u1ecdc s\u00e2u SolVision hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI b\u1eb1ng c\u00e1ch m\u00f4 ph\u1ecfng c\u00e1c khuy\u1ebft t\u1eadt ti\u1ec1m \u1ea9n c\u1ee7a h\u1ea1t h\u00e0n trong c\u00e1c \u0111i\u1ec1u ki\u1ec7n \u0111\u1ed9 s\u00e1ng ng\u1eabu nhi\u00ean.<\/p>","protected":false},"author":875,"featured_media":58695,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-15a16454-2f11{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-15a16454-2f11 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-15a16454-2f11 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-15a16454-2f11{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gs-titlebox{background:#fff;line-height:24px;font-size:90%;box-shadow:0 10px 10px #00000007;margin-bottom:25px}.gs-titlebox-text>p{margin-bottom:20px!important;margin-top:0}.gs-titlebox-text>p:last-of-type{margin-bottom:0!important}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox .gs-title-inbox,#gspb_titleBox-id-gsbp-d7f236a4-825c .gs-titlebox .gs-title-inbox{color:var(--wp--preset--color--black, #000000)}#gspb_titleBox-id-gsbp-0deb1d81-48a5 .gs-titlebox .gs-title-inbox svg,#gspb_titleBox-id-gsbp-d7f236a4-825c .gs-titlebox .gs-title-inbox svg{fill:var(--wp--preset--color--black, #000000)}.gs-titlebox .gs-title-inbox{display:flex;align-content:center;padding:15px 20px;font-weight:700;font-size:115%}.gs-titlebox .gs-title-inbox-label{flex-grow:1}.gs-titlebox .gs-titlebox-text{padding:20px}","footnotes":""},"categories":[3895,3913,3936,3919],"tags":[],"class_list":["post-91745","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cau-chuyen-thanh-cong","category-automotive-vn","category-phat-hien-loi","category-solvision-vn"],"acf":[],"lang":"vi","translations":{"vi":91745,"en":32256,"es":81700,"tw":32443,"zh":58697,"jp":78481,"pt":86718,"de":88680,"fr":89443,"tr":90640,"th":96706,"it":97989,"ko":95258},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts\/91745","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/comments?post=91745"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts\/91745\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/media\/58695"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/media?parent=91745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/categories?post=91745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/tags?post=91745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}