{"id":12215,"date":"2023-12-13T16:09:21","date_gmt":"2023-12-13T15:09:21","guid":{"rendered":"https:\/\/www.dimacsrl.com\/home\/?p=12215"},"modified":"2024-10-01T17:22:08","modified_gmt":"2024-10-01T15:22:08","slug":"artificial-intelligence-application-in-sorting-machines","status":"publish","type":"post","link":"https:\/\/www.dimacsrl.com\/de\/archives\/artificial-intelligence-application-in-sorting-machines\/","title":{"rendered":"Augmented Reality als Werkzeug zur Erweiterung der Datenbank f\u00fcr KI-Training"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"12215\" class=\"elementor elementor-12215\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a696bab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a696bab\" data-element_type=\"section\" data-e-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-6ee2880\" data-id=\"6ee2880\" data-element_type=\"column\" data-e-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-9ddc305 elementor-widget elementor-widget-image\" data-id=\"9ddc305\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"520\" src=\"https:\/\/www.dimacsrl.com\/wp-content\/uploads\/2024\/04\/HOW-TO_banner-2023-4.jpg\" class=\"attachment-large size-large wp-image-13466\" alt=\"\" srcset=\"https:\/\/www.dimacsrl.com\/wp-content\/uploads\/2024\/04\/HOW-TO_banner-2023-4.jpg 800w, https:\/\/www.dimacsrl.com\/wp-content\/uploads\/2024\/04\/HOW-TO_banner-2023-4-300x195.jpg 300w, https:\/\/www.dimacsrl.com\/wp-content\/uploads\/2024\/04\/HOW-TO_banner-2023-4-768x499.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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-721df8d elementor-widget elementor-widget-spacer\" data-id=\"721df8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-516f5fd elementor-widget elementor-widget-spacer\" data-id=\"516f5fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-590404e elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"590404e\" data-element_type=\"widget\" data-e-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<h4>Das KITT4SME-Webinar \"KI in der Qualit\u00e4tskontrolle von Verbindungselementen - die Erfahrungen von Dimac, der Stand der Technik und die Perspektiven f\u00fcr die Zukunft\" fand am Montag, den 11. Dezember, statt und wurde von 62 Teilnehmern besucht.<\/h4>\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-b77b14c elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"b77b14c\" data-element_type=\"widget\" data-e-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=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">KI eignet sich zwar hervorragend f\u00fcr die Auswahl von Oberfl\u00e4chenfehlern, die mit herk\u00f6mmlichen Methoden nicht erkannt werden k\u00f6nnen, doch ihre Implementierung ist mit Herausforderungen wie Zuverl\u00e4ssigkeit, Leistung, Produktivit\u00e4t und Flexibilit\u00e4t verbunden. Zu diesen Herausforderungen geh\u00f6rt das Training neuronaler Netze ohne ausreichende Stichproben, was sich auf die Falschr\u00fcckweisungsraten und die Auswahlraten auswirkt.<\/span><\/p><p><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\"><b>Dieses Webinar befasste sich mit der effizienten Anwendung von Werkzeugen der k\u00fcnstlichen Intelligenz (KI) in Sortiermaschinen zur Qualit\u00e4tskontrolle von Verbindungselementen und Kleinteilen in der Gro\u00dfserienfertigung.<\/b><\/span><\/p><p><span style=\"font-size: 16px;\">Das KITT4SME Dimac- und R2M-Pilotprojekt wurde vorgestellt, das sich auf die Erprobung von Augmented Reality als Werkzeug zur Erweiterung der detektivischen Bilddatenbank f\u00fcr das KI-Training konzentrierte.\u00a0<\/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-8284d44 elementor-widget elementor-widget-spacer\" data-id=\"8284d44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-c3bcd8b elementor-widget elementor-widget-image\" data-id=\"c3bcd8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" data-src=\"https:\/\/www.dimacsrl.com\/wp-content\/uploads\/Schermata-2023-12-13-alle-16.33.59.png\" title=\"\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/>\t\t\t\t\t\t\t\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-eb09c15 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"eb09c15\" data-element_type=\"widget\" data-e-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><b style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\"><i>Das Ergebnis erweitert den Anwendungsbereich der KI auf zuvor f\u00fcr unm\u00f6glich gehaltene Kontexte und n\u00e4hert sich der Leistung herk\u00f6mmlicher Computer-Vision-Algorithmen an. W\u00e4hrend des Webinars wurden sowohl die Perspektive der Endnutzer als auch die des Technologieanbieters bei der Einf\u00fchrung dieser KI-L\u00f6sung vorgestellt.<\/i><\/b><\/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-d7786ff elementor-widget elementor-widget-spacer\" data-id=\"d7786ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cf7e0ab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cf7e0ab\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-a7cabfb\" data-id=\"a7cabfb\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-7798120 elementor-widget elementor-widget-text-editor\" data-id=\"7798120\" data-element_type=\"widget\" data-e-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 style=\"text-align: center;\"><span style=\"color: #ffffff;\">Vielen Dank f\u00fcr Ihre Teilnahme am KITT4SME-Webinar \"KI in der Qualit\u00e4tskontrolle von Verbindungselementen - die Erfahrungen von Dimac, Stand der Technik und Perspektiven f\u00fcr die Zukunft\".\u00a0<\/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-75f2f3b elementor-widget elementor-widget-text-editor\" data-id=\"75f2f3b\" data-element_type=\"widget\" data-e-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 style=\"text-align: center;\"><b style=\"color: #ffffff; font-size: 18px;\">Wenn Sie die Veranstaltung verpasst haben, lesen Sie bitte die folgenden Dokumente<\/b><\/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-38ed565 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"38ed565\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.dimacsrl.com\/wp-content\/uploads\/Dimac-Ai-Webinar.zip\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">KOSTENLOSE RESSOURCEN HERUNTERLADEN<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-cc85a32 elementor-widget elementor-widget-spacer\" data-id=\"cc85a32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7301ca8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7301ca8\" data-element_type=\"section\" data-e-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-b4c1bc6\" data-id=\"b4c1bc6\" data-element_type=\"column\" data-e-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-306d6ae elementor-widget elementor-widget-spacer\" data-id=\"306d6ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-1fe5d87 elementor-widget elementor-widget-text-editor\" data-id=\"1fe5d87\" data-element_type=\"widget\" data-e-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>In Zusammenarbeit mit R2M Solution<\/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-8ce84ba elementor-widget elementor-widget-spacer\" data-id=\"8ce84ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/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>The KITT4SME Webinar \u201cAI applied to quality control of fasteners &#8211; the Dimac experience, state of the art and perspectives for the future\u201d took place on Monday, December 11th, with the participation of 62 attendees. While AI excels in selecting surface defects undetectable by traditional methods, its implementation poses challenges such as reliability, performance, productivity, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":13466,"comment_status":"closed","ping_status":"open","sticky":true,"template":"elementor_theme","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[13],"tags":[8,6,11,10,9,7],"class_list":["post-12215","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai-tools","tag-glass-table","tag-mcv1","tag-mcv4","tag-mcv6","tag-metal-table"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Augmented Reality as a Tool to Expand Database for AI Training - Dimac - Automatic Quality Control Systems<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dimacsrl.com\/de\/archives\/artificial-intelligence-application-in-sorting-machines\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Augmented Reality as a Tool to Expand Database for AI Training - Dimac - Automatic Quality Control Systems\" \/>\n<meta property=\"og:description\" content=\"The KITT4SME Webinar \u201cAI applied to quality control of fasteners &#8211; the Dimac experience, state of the art and perspectives for the future\u201d took place on Monday, December 11th, with the participation of 62 attendees. 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