{"id":88120,"date":"2025-02-24T08:51:14","date_gmt":"2025-02-24T00:51:14","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88120"},"modified":"2025-02-24T08:51:55","modified_gmt":"2025-02-24T00:51:55","slug":"ki-inspektion-fuer-halbleiterkomponenten","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/referenzen\/ki-inspektion-fuer-halbleiterkomponenten\/","title":{"rendered":"KI-Inspektion f\u00fcr Halbleiterkomponenten"},"content":{"rendered":"<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<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=\"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\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"1598\" height=\"1200\" class=\"wp-block-cover__image-background wp-image-56359\" alt=\"a couple of microchips sitting on top of a table\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/hus1z0tyelg.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/hus1z0tyelg.jpg 1598w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/hus1z0tyelg-300x225.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/hus1z0tyelg-768x577.jpg 768w\" sizes=\"(max-width: 1598px) 100vw, 1598px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-d51e703b-ff95\" class=\"gspb_heading gspb_heading-id-gsbp-d51e703b-ff95\">SolVision<span class=\"gspb_heading_subtitle\">Fallstudie<\/span><\/h2>\n\n\n\n<div class=\"case-category wp-block-columns has-white-color has-text-color 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\/de\/category\/case-studies\/electronics\/\">Elektronik<\/a><a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/category\/applications\/optical-character-recognition\/\">|   Optische Zeichenerkennung<\/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-Inspektion f\u00fcr Halbleiterkomponenten<\/h1><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"klassifizierung-von-mikrotransistoren-mit-optischer-zeichenerkennung-ocr\"><strong><strong><strong>Klassifizierung von Mikrotransistoren mit optischer Zeichenerkennung (OCR)<\/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<h2 class=\"wp-block-heading eplus-wrapper\" id=\"uberwachung-des-produktionsprozesses\"><strong>\u00dcberwachung des Produktionsprozesses<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Die Herstellung von Halbleitern umfasst eine Vielzahl komplexer Schritte und ausgekl\u00fcgelter Technologien. Um den gesamten Prozess vollst\u00e4ndig zu \u00fcberwachen, deren Spezifikationen aufzuzeichnen und schnell Fehler w\u00e4hrend der Sichtung zu finden, ist die Identifizierung von Seriennummern von Komponenten wie Mikrotransistoren eine wichtige Aufgabe.<\/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 size-full eplus-wrapper\"><img decoding=\"async\" width=\"869\" height=\"536\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-85.jpg\" alt=\"Optical Character Recognition (OCR) of serial numbers\" class=\"wp-image-55326\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-85.jpg 869w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-85-300x185.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-85-768x474.jpg 768w\" sizes=\"(max-width: 869px) 100vw, 869px\" \/><\/figure>\n<\/div>\n<\/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=\"einschrankungen-traditioneller-visionssysteme\"><strong>Einschr\u00e4nkungen traditioneller Visionssysteme<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Das gro\u00dfe Volumen an Komponenten und deren unterschiedliche Quellen bedeuten, dass Seriennummern auch in Schriftart, Farbe und Gr\u00f6\u00dfe variieren. Diese sind f\u00fcr regelbasierte Inspektionssysteme schwer zu erkennen, insbesondere bei schlechten Lichtverh\u00e4ltnissen und wenn die Hintergrundfarben \u00e4hnlich sind. Solche Einschr\u00e4nkungen beeintr\u00e4chtigen erheblich die Genauigkeit der visuellen Inspektionsprozesse und bieten Raum f\u00fcr Verbesserungen der Produktionseffizienz.<\/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=\"reliable-ocr-using-solvision-1\"><strong>Zuverl\u00e4ssige OCR mit SolVision<\/strong><\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/products\/solvision\/\">SolVision<\/a> kann schnell <a href=\"https:\/\/de.wikipedia.org\/wiki\/Texterkennung\" target=\"_blank\" rel=\"noopener\">optische Zeichenerkennung (OCR)<\/a> durchf\u00fchren, ohne von Hintergrund- oder Lichtverh\u00e4ltnissen, der Komplexit\u00e4t oder dem Aussehen der Seriennummer beeinflusst zu werden. Durch den Einsatz von KI-Deep Learning kann SolVision einzelne Zahlen effizient identifizieren, und je mehr Beispieldaten im Laufe der Zeit hinzukommen, desto besser und schneller wird das System bei der Erkennung.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group eplus-wrapper\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color eplus-wrapper\" id=\"ki-inspektion\"><strong><strong><strong><strong>KI-Inspektion<\/strong><\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color eplus-wrapper wp-block-paragraph\" style=\"color:#e4002b\"><strong>Verschiedene Schriftarten<\/strong><\/p>\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><strong><strong>Original<\/strong><\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full eplus-wrapper\"><img decoding=\"async\" width=\"455\" height=\"353\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-87.png\" alt=\"AI Inspection for Electronic Components\" class=\"wp-image-55330\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-87.png 455w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-87-300x233.png 300w\" sizes=\"(max-width: 455px) 100vw, 455px\" \/><\/figure>\n<\/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><strong><strong>Ergebnis<\/strong><\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"457\" height=\"357\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-86.png\" alt=\"AI Inspection for Electronic Components\" class=\"wp-image-55329\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-86.png 457w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-86-300x234.png 300w\" sizes=\"(max-width: 457px) 100vw, 457px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-center has-text-color eplus-wrapper wp-block-paragraph\" style=\"color:#e4002b\"><strong>Verschwommene Schriftarten<\/strong><\/p>\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><strong><strong>Original<\/strong><\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"393\" height=\"319\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-88.png\" alt=\"AI Inspection for Electronic Components\" class=\"wp-image-55331\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-88.png 393w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-88-300x244.png 300w\" sizes=\"(max-width: 393px) 100vw, 393px\" \/><\/figure>\n<\/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><strong><strong>Ergebnis<\/strong><\/strong><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"392\" height=\"318\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-89.png\" alt=\"AI Inspection for Electronic Components\" class=\"wp-image-55332\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-89.png 392w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/image-89-300x243.png 300w\" sizes=\"(max-width: 392px) 100vw, 392px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Die traditionellen Einschr\u00e4nkungen der AOI \u00fcberwindend, f\u00fchrt Solomons SolVision schnell OCR durch, ohne von Hintergrund- oder Lichtbedingungen, Komplexit\u00e4t oder dem Erscheinungsbild der Seriennummer beeinflusst zu werden.<\/p>","protected":false},"author":875,"featured_media":20773,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-d51e703b-ff95{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-d51e703b-ff95 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-d51e703b-ff95 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-d51e703b-ff95{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 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.gs-titlebox-text{padding:20px}","footnotes":""},"categories":[3398,3366,3378,3510,3349,3370],"tags":[],"class_list":["post-88120","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bildklassifizierung","category-electronics","category-semiconductors","category-ocr","category-referenzen","category-solvision"],"acf":[],"lang":"de","translations":{"de":88120,"en":32231,"es":81522,"tw":32431,"zh":59212,"jp":77554,"pt":86405,"fr":89256,"tr":91457,"vi":93827,"th":96785,"it":97766,"ko":94990},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts\/88120","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/comments?post=88120"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts\/88120\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/media\/20773"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/media?parent=88120"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/categories?post=88120"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/tags?post=88120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}