{"id":21041,"date":"2022-11-23T10:14:56","date_gmt":"2022-11-23T09:14:56","guid":{"rendered":"https:\/\/dev.vision-components.com\/?page_id=21041"},"modified":"2024-09-03T16:22:58","modified_gmt":"2024-09-03T14:22:58","slug":"hard-to-decipher-deep-learning-will-do-it","status":"publish","type":"page","link":"https:\/\/dev.vision-components.com\/en\/referenzen\/schwer-zu-entziffern-deep-learning-hilft\/","title":{"rendered":"Hard to decipher? Deep learning will do it!"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"21041\" class=\"elementor elementor-21041\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2c4cd4d vc-bg-blue-navy elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c4cd4d\" 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-d890854 vc-content\" data-id=\"d890854\" 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-d9b38a3 elementor-widget elementor-widget-breadcrumbs\" data-id=\"d9b38a3\" 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:\/\/dev.vision-components.com\/en\/\">Homepage<\/a><\/span><\/span><\/p>\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 data-dce-background-image-url=\"https:\/\/dev.vision-components.com\/wp-content\/uploads\/2022\/11\/nvidia-referenz-header-2.jpg\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c28b7cb elementor-section-full_width vc-gradient elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"c28b7cb\" 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-663f50c vc-content\" data-id=\"663f50c\" 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-80b712b vc-content-left-70 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"80b712b\" 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-be80456 elementor-hidden-mobile\" data-id=\"be80456\" 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-286560b vc-color-white elementor-widget elementor-widget-heading\" data-id=\"286560b\" 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\">Hard to decipher? <br>Deep learning will do it!\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-598acb4 elementor-widget elementor-widget-html\" data-id=\"598acb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"adminActions\">\n    <button class=\"vc-button vc-button-primary bg-darkgreen contact-button\" id=\"toggleButton\">\n        <span class=\"text-white contactText\">Contact us<\/span>\n        <i class=\"fa fa-crossout\" style=\"display: none;\"><\/i>\n        <i class=\"fa fa-paperplane\"><\/i>\n    <\/button>\n    <div class=\"adminButtons\" id=\"adminButtons\">\n    <a href=\"https:\/\/dev.vision-components.com\/en\/contact\/\" title=\"Contact\" class=\"first-block\"><div class=\"bg-lightgrey\">Contact form<i class=\"fa fa-form-vc\"><\/i><\/div><\/a>\n    <a href=\"tel:+4972432167-0\" title=\"Call\"><div class=\"bg-lightgrey\">Call us<i class=\"fa fa-phone-vc\"><\/i><\/div><\/a>\n    <a href=\"mailto:info@vision-components.com\" title=\"Mail\"><div class=\"bg-lightgrey\">Email<i class=\"fa fa-email-vc\"><\/i><\/div><\/a>\n    <\/div>\n<\/div>\n\n    <script>\n   document.addEventListener(\"DOMContentLoaded\", function() {\n    const button = document.getElementById('toggleButton');\n    const adminButtons = document.querySelector('.adminButtons');\n    const contactButton = document.querySelector('.contact-button');\n    const cogIcon = button.querySelector('.fa-crossout');\n    const buildingIcon = button.querySelector('.fa-paperplane');\n    const adminLinks = adminButtons.querySelectorAll('a');\n    let isOn = false;\n\n    button.addEventListener('click', function() {\n        isOn = !isOn;\n        button.querySelector('span').textContent = isOn ? 'Kontakt aufnehmen' : 'Kontakt aufnehmen';\n        \n        if (isOn) {\n            adminButtons.classList.add('show', 'bg-white');\n            contactButton.classList.add('bg-lightgreen');\n            cogIcon.style.display = 'inline-flex';\n            buildingIcon.style.display = 'none';\n            adminLinks.forEach((link, index) => {\n                link.style.visibility = 'visible';\n                link.style.opacity = '1';\n                link.style.transitionDelay = `${0.15 + 0.05 * index}s`;\n            });\n        } else {\n            adminButtons.classList.remove('show', 'bg-white');\n            contactButton.classList.remove('bg-lightgreen');\n            cogIcon.style.display = 'none';\n            buildingIcon.style.display = 'inline-flex';\n            adminLinks.forEach((link) => {\n                link.style.visibility = 'hidden';\n                link.style.opacity = '0';\n                link.style.transitionDelay = '0s';\n            });\n        }\n    });\n});\n    <\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-180c57e vc-subtitle-1 vc-color-white elementor-widget elementor-widget-text-editor\" data-id=\"180c57e\" 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\tReading engraved characters with NVIDIA Jetson and VC MIPI\u00ae Cameras\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-babc00f vc-content-padding vc-bg-special-white-grey elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"babc00f\" 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-2362974 vc-content\" data-id=\"2362974\" 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-4be6a8f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4be6a8f\" 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-5120533 vc-bg-blue-navy vc-padding-24 vc-card-highlight vc-margin-bottom-32\" data-id=\"5120533\" 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-6e0adbc vc-color-white elementor-widget elementor-widget-heading\" data-id=\"6e0adbc\" 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\">The challenge: Barely readable characters<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1914d88 vc-color-white elementor-widget elementor-widget-text-editor\" data-id=\"1914d88\" 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\tIdentifying and reading engraved characters on used and often dirty machine parts, gas meters in outdoor installations and the likes.\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-1a7b4b5 vc-bg-blue-royal vc-padding-24 vc-card-highlight vc-margin-bottom-32\" data-id=\"1a7b4b5\" 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-feccb94 vc-color-white elementor-widget elementor-widget-heading\" data-id=\"feccb94\" 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\">The solution: Deep Learning and VC <span class=\"copyright\">MIPI<\/span>\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2ca5ff vc-color-white elementor-widget elementor-widget-text-editor\" data-id=\"d2ca5ff\" 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\tVision Components and Japanese MITECH Group develop a solution based on a NVIDIA Jetson nano processor board with VC MIPI\u00ae IMX296 camera.\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-006082f vc-content-padding elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"006082f\" 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-301ffdb vc-content\" data-id=\"301ffdb\" 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 data-dce-title-color=\"#001475\" class=\"elementor-element elementor-element-05c1bb9 elementor-cta--layout-image-left elementor-cta--valign-middle elementor-cta--mobile-layout-image-above elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"05c1bb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/dev.vision-components.com\/wp-content\/uploads\/2022\/11\/nvidia-referenz-768x1024.jpeg);\" role=\"img\" aria-label=\"Finden und Lesen eingravierter Zeichen\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h4 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tMITECH Group: Finding and reading engraved characters\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t<p>In this handheld edge-device, the VC MIPI\u00ae IMX296  camera takes images of the objects. Deep learning algorithms on the NVIDIA Jetson nano processor board find and read engraved characters (alphabet and 0-9) and output the results on a display. The device will be used to recognize numbers and letters engraved in metal parts. Especially in outdoor applications and installed over several years in humid and dirty environments, these characters are often barely readable for the human eye and thus time-consuming to find and identify. Deep Learning helps to recognize the characters quickly and provides reading results including confidence-values. This reduces the risk of faulty assignment.  <\/p>\n<br>\n<p>The image shows a demo-setup from an early prototyping stage. VC is a NVIDIA Preferred Partner and provides MIPI cameras, drivers and accessories for the quick and easy setup and development of embedded vision solutions with NVIDIA and MIPI. The NVIDIA processor boards of the Jetson TX2\u2122, Jetson Nano\u2122, Jetson Xavier NX\u2122 and Jetson Xavier AGX\u2122 platforms are characterized by their performance, industrial-grade quality and long-term availability. Our VC MIPI\u00ae camera modules also share these features and are in combination with the NVIDIA boards a perfect fit for any embedded project. With low power-consumption and ultra-compact design both processor boards and VC Cameras are ideally suitable for any mobile application and edge devices.<span style=\"background-color: var( --e-global-color-3601322 );font-size: 1rem\"><\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\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-46b7803 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"46b7803\" 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:\/\/dev.vision-components.com\/en\/products\/mipi\/mipi-compatible-cpu-boards\/nvidia\/\">\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\">NVIDIA and VC MIPI\u00ae: Learn more<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a881c85 vc-content-padding elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a881c85\" 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-0d5f416\" data-id=\"0d5f416\" 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-7ebaef4 vc-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ebaef4\" 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-c3da5c1\" data-id=\"c3da5c1\" 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-bf05a9b elementor-widget elementor-widget-video\" data-id=\"bf05a9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;https:\\\/\\\/dev.vision-components.com\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/Recognize-dirty-engraved-characters-with-deep-learning-by-MITECH-Corp-2-screenshot.png&quot;,&quot;id&quot;:21664,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;&quot;,&quot;source&quot;:&quot;library&quot;},&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/dev.vision-components.com\/wp-content\/uploads\/2022\/11\/vision-components-nvidia.mp4\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t\t\t<div class=\"elementor-custom-embed-image-overlay\" style=\"background-image: url(https:\/\/dev.vision-components.com\/wp-content\/uploads\/2022\/12\/Recognize-dirty-engraved-characters-with-deep-learning-by-MITECH-Corp-2-screenshot.png);\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-custom-embed-play\" role=\"button\" aria-label=\"Play Video\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-play\" viewbox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M838 162C746 71 633 25 500 25 371 25 258 71 163 162 71 254 25 367 25 500 25 633 71 746 163 837 254 929 367 979 500 979 633 979 746 933 838 837 929 746 975 633 975 500 975 367 929 254 838 162M808 192C892 279 933 379 933 500 933 621 892 725 808 808 725 892 621 938 500 938 379 938 279 896 196 808 113 725 67 621 67 500 67 379 108 279 196 192 279 108 383 62 500 62 621 62 721 108 808 192M438 392V642L642 517 438 392Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f79ed1a vc-margin-16\" data-id=\"f79ed1a\" 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-47524f2 vc-color-royal-blue elementor-widget elementor-widget-heading\" data-id=\"47524f2\" 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\">Key Facts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a29af32 vc-subtitle-3 vc-color-royal-blue elementor-widget elementor-widget-text-editor\" data-id=\"a29af32\" 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>Technology<\/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-e997413 vc-margin-bottom-32 elementor-widget elementor-widget-text-editor\" data-id=\"e997413\" 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=\"font-weight: 400;\">Deep Learning<\/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-9c12eeb vc-subtitle-3 vc-color-royal-blue elementor-widget elementor-widget-text-editor\" data-id=\"9c12eeb\" 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\tChallenge\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-9372238 vc-margin-bottom-32 elementor-widget elementor-widget-text-editor\" data-id=\"9372238\" 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=\"font-weight: 400;\">Barely readable characters<\/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-99a88f0 vc-subtitle-3 vc-color-royal-blue elementor-widget elementor-widget-text-editor\" data-id=\"99a88f0\" 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>VC Vision 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-cab72ee vc-margin-bottom-32 elementor-widget elementor-widget-text-editor\" data-id=\"cab72ee\" 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=\"font-weight: 400;\">VC MIPI\u00ae IMX296 for NVIDIA Jetson<\/p>\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-28f9f17 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"28f9f17\" 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-4761bfe\" data-id=\"4761bfe\" 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-5f1db32 elementor-widget elementor-widget-spacer\" data-id=\"5f1db32\" 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<div class=\"elementor-element elementor-element-65b3c28 vc-padding-top-160 vc-padding-bottom-160 vc-padding-bottom-320-mobile vc-padding-top-0-mobile kontakt-cta e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"65b3c28\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-2dcfe94 e-con-full vc-padding-32 e-ecs-flex e-flex e-con e-child\" data-id=\"2dcfe94\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6f46524 vc-color-royal-blue elementor-widget elementor-widget-heading\" data-id=\"6f46524\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Are you looking for the right camera for your deep learning application?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-539ca82 elementor-widget elementor-widget-text-editor\" data-id=\"539ca82\" 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>Talk to us about your project and the right Embedded Vision System - free of charge and without obligation.<\/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-efb95ba elementor-widget elementor-widget-qi_addons_for_elementor_button\" data-id=\"efb95ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"qi_addons_for_elementor_button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<a class=\"qodef-shortcode qodef-m vc-button-inside-card vc-button-primary qodef-qi-button qodef-html--link qodef-layout--filled qodef-type--standard qodef-icon--right qodef-hover--icon-move-horizontal-short\" href=\"https:\/\/book.calenso.com\/visioncomponents\" target=\"_self\">\n\t\t<span class=\"qodef-m-text\">Arrange an expert meeting<\/span>\n\t\t\t<\/a>\n\t\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\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Schwer zu entziffern? Deep Learning hilft! Kontakt aufnehmen Kontaktformular Anruf E-Mail Gravierte Zeichen finden und lesen \u2013 mit NVIDIA Jetson und VC MIPI\u00ae Kameras Die Heraus\u00adforderung: Schwer lesbare Zeichen Erkennen und Lesen von eingravierten Zeichen auf gebrauchten und oft verschmutzten Maschinenteilen, Gasz\u00e4hlern in Au\u00dfenanlagen und dergleichen. Die L\u00f6sung: Deep Learning und VC MIPI Vision Components [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":864,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"schema_is_product":false,"footnotes":""},"class_list":["post-21041","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Gravierte Zeichen lesen \u2013 mit Deep Learning und VC MIPI\u00ae<\/title>\n<meta name=\"description\" content=\"VC MIPI\u00ae Kameramodule erm\u00f6glichen mit einem NVIDIA Jetson nano\u2122 Prozessorboard das Erkennen eingravierter Zeichen auf Maschinenteilen.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dev.vision-components.com\\\/referenzen\\\/schwer-zu-entziffern-deep-learning-hilft\\\/\",\"url\":\"https:\\\/\\\/dev.vision-components.com\\\/referenzen\\\/schwer-zu-entziffern-deep-learning-hilft\\\/\",\"name\":\"Gravierte Zeichen lesen \u2013 mit Deep Learning und VC MIPI\u00ae\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dev.vision-components.com\\\/#website\"},\"datePublished\":\"2022-11-23T09:14:56+00:00\",\"dateModified\":\"2024-09-03T14:22:58+00:00\",\"description\":\"VC MIPI\u00ae Kameramodule erm\u00f6glichen mit einem NVIDIA Jetson nano\u2122 Prozessorboard das Erkennen eingravierter Zeichen auf Maschinenteilen.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dev.vision-components.com\\\/referenzen\\\/schwer-zu-entziffern-deep-learning-hilft\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dev.vision-components.com\\\/referenzen\\\/schwer-zu-entziffern-deep-learning-hilft\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dev.vision-components.com\\\/referenzen\\\/schwer-zu-entziffern-deep-learning-hilft\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\\\/\\\/dev.vision-components.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Referenzen\",\"item\":\"https:\\\/\\\/dev.vision-components.com\\\/referenzen\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Schwer zu entziffern? 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