{"id":8033,"date":"2024-01-04T08:17:58","date_gmt":"2024-01-04T08:17:58","guid":{"rendered":"https:\/\/stssoftware.ch\/case_studies\/product-recognition\/"},"modified":"2024-09-10T10:00:51","modified_gmt":"2024-09-10T10:00:51","slug":"product-recognition","status":"publish","type":"case_studies","link":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/","title":{"rendered":"Product Recognition"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8033\" class=\"elementor elementor-8033 elementor-3956\" data-elementor-post-type=\"case_studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-42767f36 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"42767f36\" 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-73c43e8d\" data-id=\"73c43e8d\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-14358712 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"14358712\" 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-50 elementor-inner-column elementor-element elementor-element-221d8474\" data-id=\"221d8474\" 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-264abeba elementor-widget elementor-widget-breadcrumbs\" data-id=\"264abeba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/stssoftware.ch\/de\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ddaee elementor-widget elementor-widget-heading\" data-id=\"b6ddaee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">PRODUCT RECOGNITION <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-231ff7eb detail-content elementor-widget elementor-widget-text-editor\" data-id=\"231ff7eb\" 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>Mittels KI-gest\u00fctzter Computer-Vision-Techniken erkennt und kategorisiert das Produkterkennungssystem autonom Produkte in Bildern oder Videos. Durch eine umfassende Analyse der visuellen Merkmale von Produkten, einschlie\u00dflich ihrer Formen, Farben und Texturen, ist das KI-System in der Lage, bestimmte Produkte oder Marken pr\u00e4zise zu identifizieren. <\/p>\n<p>Die breite Anwendung dieser KI-gest\u00fctzten Technologie erm\u00f6glicht ihren Einsatz in verschiedenen Bereichen, wie z. B. der Bestandsverwaltung im Einzelhandel, KI-gesteuerten Produkt-Empfehlungssystemen und visuellen Suchmaschinen.<\/p>\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-a692d91 detail-content elementor-widget elementor-widget-text-editor\" data-id=\"a692d91\" 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<div class=\"share\">\n<div class=\"sub-title\">Teilen:<\/div>\n<ul>\n \t<li><a class=\"share-social-facebook\" href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=stssoftware.ch\/case_studies\/product-recognition\/&amp;t=product-recognition\" target=\"_blank\" rel=\"noopener\">\n<img decoding=\"async\" class=\"img-fluild svg\" title=\"facebook-icon.png\" src=\"\/wp-content\/uploads\/2022\/10\/icon-fb.svg\" alt=\"facebook-icon.png\">\n<\/a><\/li>\n \t<li><a class=\"share-social-linkedin\" href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=stssoftware.ch\/case_studies\/product-recognition\/&amp;title=product-recognition&amp;summary=My%20favorite%20developer%20program&amp;source=LinkedIn\" target=\"_blank\" rel=\"noopener\">\n<img decoding=\"async\" class=\"img-fluild svg\" title=\"linkedin-icon.png\" src=\"\/wp-content\/uploads\/2022\/10\/icon-linkedin.svg\" alt=\"linkedin-icon.png\">\n<\/a><\/li>\n \t<li><a class=\"share-social-twitter\" href=\"https:\/\/twitter.com\/share?url=stssoftware.ch\/case_studies\/product-recognition\/&amp;via=TWITTER_HANDLE&amp;text=product-recognition\" target=\"_blank\" rel=\"noopener\">\n<img decoding=\"async\" class=\"img-fluild svg\" title=\"twitter-icon.png\" src=\"\/wp-content\/uploads\/2022\/10\/twitter.svg\" alt=\"twitter-icon.png\">\n<\/a><\/li>\n<\/ul>\n<\/div>\t\t\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bf3c543\" data-id=\"bf3c543\" 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-c8b7472 elementor-widget elementor-widget-image\" data-id=\"c8b7472\" 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=\"772\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition.webp\" class=\"attachment-large size-large wp-image-3957\" alt=\"product-recognition\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition.webp 916w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-300x290.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-768x741.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-24x24.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-36x36.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-48x46.webp 48w\" 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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\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-d121b38 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d121b38\" 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-aed9f0d\" data-id=\"aed9f0d\" 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-d25f4b2 elementor-widget elementor-widget-heading\" data-id=\"d25f4b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EINF\u00dcHRUNG<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8757458 e-con-full e-flex e-con e-parent\" data-id=\"8757458\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a216d4f e-con-full e-flex e-con e-child\" data-id=\"a216d4f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fe34b5 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"8fe34b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"420\" height=\"360\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/artboard.webp\" class=\"attachment-full size-full wp-image-3739\" alt=\"artboard\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/artboard.webp 420w, https:\/\/stssoftware.ch\/wp-content\/uploads\/artboard-300x257.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/artboard-24x21.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/artboard-36x31.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/artboard-48x41.webp 48w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Das Produkterkennungssystem ist eine KI-gest\u00fctzte Computer-Vision-Technologie, die Produkte in Bildern oder Videos identifizieren soll. Das System verwendet KI-basierte Deep-Learning-Algorithmen, um Produkte anhand ihres visuellen Erscheinungsbilds wie Form, Farbe, Textur und Gr\u00f6\u00dfe zu erkennen und zu klassifizieren.  <\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ee5f4a e-con-full e-flex e-con e-child\" data-id=\"6ee5f4a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ece036 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"5ece036\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"436\" height=\"360\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/mesa-trabajo.webp\" class=\"attachment-full size-full wp-image-3738\" alt=\"mesa-trabajo\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/mesa-trabajo.webp 436w, https:\/\/stssoftware.ch\/wp-content\/uploads\/mesa-trabajo-300x248.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/mesa-trabajo-24x20.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/mesa-trabajo-36x30.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/mesa-trabajo-48x40.webp 48w\" sizes=\"(max-width: 436px) 100vw, 436px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Das Produkterkennungssystem hat viele Anwendungen im Einzelhandel, z. B. Bestandsverwaltung, Produktempfehlung und Kundenverhaltensanalyse. Durch die automatische Erkennung und Klassifizierung von Produkten kann das System Einzelh\u00e4ndlern helfen, ihren Bestand zu optimieren, das Kundenerlebnis zu verbessern und den Umsatz zu steigern.  <\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-369c6967 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"369c6967\" data-element_type=\"section\" data-e-type=\"section\" id=\"web-app-development-brief-description\" 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-3b020a51\" data-id=\"3b020a51\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5e9d1e8e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5e9d1e8e\" 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-inner-column elementor-element elementor-element-32e73b38\" data-id=\"32e73b38\" 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-20372c7 elementor-widget elementor-widget-heading\" data-id=\"20372c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">UNSERE ANS\u00c4TZE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a66f038 elementor-widget elementor-widget-text-editor\" data-id=\"a66f038\" 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>Das Produkt Recognize wird mit verschiedenen Bibliotheken f\u00fcr Computer Vision wie OpenCV und TensorFlow implementiert und mit anderen Technologien wie Barcodes kombiniert, um Genauigkeit und Effizienz zu verbessern.<br \/>Unsere Ans\u00e4tze f\u00fcr das Product Recognition-System erfolgen auf zwei Arten (abh\u00e4ngig vom Anwendungsfall und den verf\u00fcgbaren Ressourcen). Hier die Vorgehensweisen: <\/p>\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-6a8f473 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a8f473\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"22px\" height=\"22px\" viewBox=\"0 0 22 22\"><title>315F4A24-0A97-476B-836C-239FC295CC94<\/title><g id=\"UI-Design_Van.Le\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"0.0_gmbh_home_menu_our-services_00_expanded\" transform=\"translate(-759.000000, -303.000000)\" stroke=\"#FE6231\" stroke-width=\"1.33332444\"><g id=\"Menu\" transform=\"translate(726.000000, 78.000000)\"><g id=\"Group\" transform=\"translate(0.000000, 208.000000)\"><g transform=\"translate(24.000000, 8.000000)\" id=\"Icon\"><g transform=\"translate(10.000000, 10.000000)\"><line x1=\"14.5759028\" y1=\"9.66738586\" x2=\"6.09062606\" y2=\"9.66738586\" id=\"Path\" opacity=\"0.5\"><\/line><polyline id=\"Path\" points=\"20 14.0003402 20 20 14.00004 20\"><\/polyline><polyline id=\"Path\" points=\"14.00004 0.000973944777 20 0.000973944777 20 6.00066043\"><\/polyline><polyline id=\"Path\" points=\"5.99996 19.9996667 0 19.9996667 0 14.0000069\"><\/polyline><polyline id=\"Path\" points=\"0 5.99966049 0 0 5.99996 6.66628869e-07\"><\/polyline><\/g><\/g><\/g><\/g><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tBildbasierte Erkennung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDieser Ansatz beinhaltet das Trainieren eines Computer-Vision-Modells zur Erkennung von Produktbildern. Deep-Learning-Modelle wie Convolutional Neural Networks (CNNs) k\u00f6nnen mithilfe von Frameworks wie TensorFlow oder PyTorch trainiert werden, um Produkte in Bildern zu erkennen. Nach dem Training kann das Modell in ein System integriert werden, das ein Eingabebild aufnehmen und das erkannte Produkt ausgeben kann.   \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-5f4a2f0 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5f4a2f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"22px\" height=\"22px\" viewBox=\"0 0 22 22\"><title>F21CB041-A9D8-4A85-8458-C07A9B917917<\/title><g id=\"UI-Design_Van.Le\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"0.0_gmbh_home_menu_our-services_00_expanded\" transform=\"translate(-759.000000, -367.000000)\" stroke=\"#AE42E0\" stroke-width=\"1.33333333\"><g id=\"Menu\" transform=\"translate(726.000000, 78.000000)\"><g id=\"Group\" transform=\"translate(0.000000, 272.000000)\"><g transform=\"translate(24.000000, 8.000000)\" id=\"Icon\"><g transform=\"translate(10.000000, 10.000000)\"><polygon id=\"Path\" opacity=\"0.5\" points=\"3.33333333 16.6666667 10 3.66666667 16.6666667 16.6666667\"><\/polygon><circle id=\"Oval\" cx=\"10\" cy=\"3.33333333\" r=\"3.33333333\"><\/circle><circle id=\"Oval\" cx=\"16.6666667\" cy=\"16.6666667\" r=\"3.33333333\"><\/circle><circle id=\"Oval\" cx=\"3.33333333\" cy=\"16.6666667\" r=\"3.33333333\"><\/circle><\/g><\/g><\/g><\/g><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tBarcode-\/QR-Code-Erkennung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDieser Ansatz beinhaltet das Erkennen des Barcodes oder QR-Codes auf einem Produkt, um es zu identifizieren. Sobald der Code gescannt wurde, k\u00f6nnen die entsprechenden Produktinformationen aus einer Datenbank abgerufen werden.  \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-b80d653 elementor-widget elementor-widget-image\" data-id=\"b80d653\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"924\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-887x1024.webp\" class=\"attachment-large size-large wp-image-3960\" alt=\"product-recognition-approach\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-887x1024.webp 887w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-260x300.webp 260w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-768x887.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-1330x1536.webp 1330w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-21x24.webp 21w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-31x36.webp 31w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach-42x48.webp 42w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-approach.webp 1500w\" 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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\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-46df7a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46df7a5\" 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-5013c65\" data-id=\"5013c65\" 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-dbc9559 elementor-widget elementor-widget-heading\" data-id=\"dbc9559\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ANWENDUNG<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6b433bc e-con-full e-flex e-con e-parent\" data-id=\"6b433bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0ae55f7 e-con-full e-flex e-con e-child\" data-id=\"0ae55f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee0a6e9 elementor-widget elementor-widget-text-editor\" data-id=\"ee0a6e9\" 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<h3>Schritt 01<\/h3>\n<p>Zugriff auf die Product Recognition-Website: <a href=\"https:\/\/experiment.saigontechnology.vn\/product-search\/\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/experiment.saigontechnology.vn\/product-search\/<\/a><br \/>Oder Sie k\u00f6nnen auf die Hauptseite von Saigon Technology AI Research Lab hier zugreifen: <a href=\"https:\/\/experiment.saigontechnology.vn\/\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/experiment.saigontechnology.vn\/<\/a> , w\u00e4hlen Sie den Bereich Produktidentifizierung und klicken Sie auf die Schaltfl\u00e4che &#8222;Try our demo&#8220; (Demo testen).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-403f9c6 e-con-full e-flex e-con e-child\" data-id=\"403f9c6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21df88e elementor-widget elementor-widget-image\" data-id=\"21df88e\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"438\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-1024x561.webp\" class=\"attachment-large size-large wp-image-3961\" alt=\"product-recognition-1\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-1024x561.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-768x421.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-1.webp 1260w\" 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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0623e4c e-con-full e-flex e-con e-parent\" data-id=\"0623e4c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-21d66a4 e-con-full e-flex e-con e-child\" data-id=\"21d66a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3e80503 elementor-widget elementor-widget-text-editor\" data-id=\"3e80503\" 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<h3>Schritt 02<\/h3>\n<p>Um auf der Seite &#8222;Product Recognition&#8220; zu beginnen, laden Sie bitte ein Bild des Produkts hoch, das Sie erkennen m\u00f6chten.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fcbc6a e-con-full e-flex e-con e-child\" data-id=\"4fcbc6a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a87ce1b elementor-widget elementor-widget-image\" data-id=\"a87ce1b\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-1024x559.webp\" class=\"attachment-large size-large wp-image-3962\" alt=\"product-recognition-2\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-2.webp 1260w\" 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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1507211 e-con-full e-flex e-con e-parent\" data-id=\"1507211\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-daf8a1c e-con-full e-flex e-con e-child\" data-id=\"daf8a1c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28dc43c elementor-widget elementor-widget-text-editor\" data-id=\"28dc43c\" 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<h3>Schritt 03<\/h3>\n<div class=\"usage-item--content\">\n<p>Oder Sie k\u00f6nnen ein Beispielbild in der Seitenleiste ausw\u00e4hlen, indem Sie darauf klicken.<\/p>\n<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3bf5a2 e-con-full e-flex e-con e-child\" data-id=\"e3bf5a2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-797ffb5 elementor-widget elementor-widget-image\" data-id=\"797ffb5\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-1024x559.webp\" class=\"attachment-large size-large wp-image-3963\" alt=\"product-recognition-3\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-3.webp 1260w\" 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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac8914f e-con-full e-flex e-con e-parent\" data-id=\"ac8914f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f9bf269 e-con-full e-flex e-con e-child\" data-id=\"f9bf269\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f80b125 elementor-widget elementor-widget-text-editor\" data-id=\"f80b125\" 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<h3>Schritt 04<\/h3>\n<div class=\"usage-item--content\">\n<p>Das ausgew\u00e4hlte Bild wird auf der Hauptseite angezeigt. Klicken Sie auf die Schaltfl\u00e4che &#8222;Ausf\u00fchren&#8220;, um die Erkennung zu starten.<\/p>\n<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7271a24 e-con-full e-flex e-con e-child\" data-id=\"7271a24\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee25353 elementor-widget elementor-widget-image\" data-id=\"ee25353\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-1024x559.webp\" class=\"attachment-large size-large wp-image-3964\" alt=\"product-recognition-4\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-4.webp 1260w\" 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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-23a96f0 e-con-full e-flex e-con e-parent\" data-id=\"23a96f0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7fae13e e-con-full e-flex e-con e-child\" data-id=\"7fae13e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6f72f2 e-con-full e-flex e-con e-child\" data-id=\"e6f72f2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef52560 elementor-widget elementor-widget-image\" data-id=\"ef52560\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-1024x559.webp\" class=\"attachment-large size-large wp-image-3965\" alt=\"product-recognition-5\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-5.webp 1260w\" 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>\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-22fbda2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"22fbda2\" 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-57784b6e\" data-id=\"57784b6e\" 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-52e0cc5b elementor-widget elementor-widget-heading\" data-id=\"52e0cc5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00e4chste Fallstudien<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74dfcb5 elementor-grid-2 elementor-posts--thumbnail-top elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-posts\" data-id=\"74dfcb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;custom_columns&quot;:&quot;2&quot;,&quot;custom_columns_tablet&quot;:&quot;2&quot;,&quot;custom_columns_mobile&quot;:&quot;1&quot;,&quot;custom_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;custom_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;custom_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.custom\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t      <div class=\"ecs-posts elementor-posts-container elementor-posts   elementor-grid elementor-posts--skin-custom\" data-settings=\"{&quot;current_page&quot;:1,&quot;max_num_pages&quot;:0,&quot;load_method&quot;:&quot;&quot;,&quot;widget_id&quot;:&quot;74dfcb5&quot;,&quot;post_id&quot;:8033,&quot;theme_id&quot;:8033,&quot;change_url&quot;:false,&quot;reinit_js&quot;:false}\">\n      <div class=\"elementor-posts-nothing-found\"><\/div>\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-6581f05c elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6581f05c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7d1af635\" data-id=\"7d1af635\" 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-723e20ae elementor-widget elementor-widget-heading\" data-id=\"723e20ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Lass Uns Reden<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1387ede1 elementor-widget elementor-widget-text-editor\" data-id=\"1387ede1\" 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>Beginnen Sie die Konversation mit unseren Analysten und Entwicklern. Zusammen erheben wir die Bed\u00fcrfnisse und skizzieren die neue L\u00f6sung<\/p>\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-41082110 elementor-widget elementor-widget-button\" data-id=\"41082110\" 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:\/\/stssoftware.ch\/contact\/\">\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\">Nehmen Sie Kontakt mit unseren Experten auf<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6b123718 img-let-talk\" data-id=\"6b123718\" 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\">\n\t\t\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Mithilfe von KI-basierten Computer-Vision-Techniken erkennt und kategorisiert das Produkterkennungssystem selbstst\u00e4ndig Produkte in Bildern oder Videos.<\/p>\n","protected":false},"featured_media":8332,"parent":0,"menu_order":0,"template":"elementor_header_footer","case_studies_category":[94],"class_list":["post-8033","case_studies","type-case_studies","status-publish","has-post-thumbnail","hentry","case_studies_category-ki-und-ml"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Product Recognition - STS Software GmbH<\/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:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Product Recognition - STS Software GmbH\" \/>\n<meta property=\"og:description\" content=\"Mithilfe von KI-basierten Computer-Vision-Techniken erkennt und kategorisiert das Produkterkennungssystem selbstst\u00e4ndig Produkte in Bildern oder Videos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/\" \/>\n<meta property=\"og:site_name\" content=\"STS Software GmbH\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-10T10:00:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-6.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"916\" \/>\n\t<meta property=\"og:image:height\" content=\"884\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/\",\"url\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/\",\"name\":\"Product Recognition - STS Software GmbH\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/stssoftware.ch\\\/wp-content\\\/uploads\\\/product-recognition-6.webp\",\"datePublished\":\"2024-01-04T08:17:58+00:00\",\"dateModified\":\"2024-09-10T10:00:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/#breadcrumb\"},\"inLanguage\":\"de-DE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de-DE\",\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/#primaryimage\",\"url\":\"https:\\\/\\\/stssoftware.ch\\\/wp-content\\\/uploads\\\/product-recognition-6.webp\",\"contentUrl\":\"https:\\\/\\\/stssoftware.ch\\\/wp-content\\\/uploads\\\/product-recognition-6.webp\",\"width\":916,\"height\":884,\"caption\":\"product-recognition\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies\\\/product-recognition\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"KI und ML\",\"item\":\"https:\\\/\\\/stssoftware.ch\\\/de\\\/case_studies_category\\\/ki-und-ml\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Product Recognition\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/#website\",\"url\":\"https:\\\/\\\/stssoftware.ch\\\/\",\"name\":\"STS Software GmbH\",\"description\":\"Innovative Software Development Company in Switzerland - STS Software GmbH\",\"publisher\":{\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/stssoftware.ch\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de-DE\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/#organization\",\"name\":\"STS Software GmbH\",\"url\":\"https:\\\/\\\/stssoftware.ch\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de-DE\",\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/stssoftware.ch\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/Logo_software_Gmbh.svg\",\"contentUrl\":\"https:\\\/\\\/stssoftware.ch\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/Logo_software_Gmbh.svg\",\"width\":167,\"height\":50,\"caption\":\"STS Software GmbH\"},\"image\":{\"@id\":\"https:\\\/\\\/stssoftware.ch\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Product Recognition - STS Software GmbH","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/","og_locale":"de_DE","og_type":"article","og_title":"Product Recognition - STS Software GmbH","og_description":"Mithilfe von KI-basierten Computer-Vision-Techniken erkennt und kategorisiert das Produkterkennungssystem selbstst\u00e4ndig Produkte in Bildern oder Videos.","og_url":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/","og_site_name":"STS Software GmbH","article_modified_time":"2024-09-10T10:00:51+00:00","og_image":[{"width":916,"height":884,"url":"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-6.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"5 Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/","url":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/","name":"Product Recognition - STS Software GmbH","isPartOf":{"@id":"https:\/\/stssoftware.ch\/#website"},"primaryImageOfPage":{"@id":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/#primaryimage"},"image":{"@id":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/#primaryimage"},"thumbnailUrl":"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-6.webp","datePublished":"2024-01-04T08:17:58+00:00","dateModified":"2024-09-10T10:00:51+00:00","breadcrumb":{"@id":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/#breadcrumb"},"inLanguage":"de-DE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/"]}]},{"@type":"ImageObject","inLanguage":"de-DE","@id":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/#primaryimage","url":"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-6.webp","contentUrl":"https:\/\/stssoftware.ch\/wp-content\/uploads\/product-recognition-6.webp","width":916,"height":884,"caption":"product-recognition"},{"@type":"BreadcrumbList","@id":"https:\/\/stssoftware.ch\/de\/case_studies\/product-recognition\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/stssoftware.ch\/de\/"},{"@type":"ListItem","position":2,"name":"KI und ML","item":"https:\/\/stssoftware.ch\/de\/case_studies_category\/ki-und-ml\/"},{"@type":"ListItem","position":3,"name":"Product Recognition"}]},{"@type":"WebSite","@id":"https:\/\/stssoftware.ch\/#website","url":"https:\/\/stssoftware.ch\/","name":"STS Software GmbH","description":"Innovative Software Development Company in Switzerland - STS Software GmbH","publisher":{"@id":"https:\/\/stssoftware.ch\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/stssoftware.ch\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de-DE"},{"@type":"Organization","@id":"https:\/\/stssoftware.ch\/#organization","name":"STS Software GmbH","url":"https:\/\/stssoftware.ch\/","logo":{"@type":"ImageObject","inLanguage":"de-DE","@id":"https:\/\/stssoftware.ch\/#\/schema\/logo\/image\/","url":"https:\/\/stssoftware.ch\/wp-content\/uploads\/2022\/06\/Logo_software_Gmbh.svg","contentUrl":"https:\/\/stssoftware.ch\/wp-content\/uploads\/2022\/06\/Logo_software_Gmbh.svg","width":167,"height":50,"caption":"STS Software GmbH"},"image":{"@id":"https:\/\/stssoftware.ch\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/case_studies\/8033","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/case_studies"}],"about":[{"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/types\/case_studies"}],"version-history":[{"count":10,"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/case_studies\/8033\/revisions"}],"predecessor-version":[{"id":8333,"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/case_studies\/8033\/revisions\/8333"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/media\/8332"}],"wp:attachment":[{"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/media?parent=8033"}],"wp:term":[{"taxonomy":"case_studies_category","embeddable":true,"href":"https:\/\/stssoftware.ch\/de\/wp-json\/wp\/v2\/case_studies_category?post=8033"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}