{"id":2599,"date":"2022-10-20T14:22:54","date_gmt":"2022-10-20T12:22:54","guid":{"rendered":"https:\/\/db-eco.com\/?p=2599"},"modified":"2025-05-07T01:15:11","modified_gmt":"2025-05-06T23:15:11","slug":"computer-vision-a-transformation-process-into-a-more-efficient-world-of-digital-rail","status":"publish","type":"post","link":"https:\/\/db-eco.com\/en\/updates\/computer-vision-a-transformation-process-into-a-more-efficient-world-of-digital-rail\/","title":{"rendered":"&#8220;Computer Vision&#8221; &#8211; a transformation process into a more efficient world of digital rail"},"content":{"rendered":"\n<div class=\"wp-block-dbec-core-layout-grid  layout-grid layout-grid--outer-margin-large layout-grid--expanded\"><div class=\"grid grid--child-margin-large\">\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-6-medium column--expanded\"><div class=\"layout-column\"><nav class=\"breadcrumbs\"><div class=\"breadcrumbs__inner\"><a class=\"breadcrumbs__home\" href=\"https:\/\/db-eco.com\/en\/\" aria-label=\"Link Home\"><svg class=\"breadcrumbs__home-icon\"><use xlink:href=\"#home\"><\/use><\/svg><\/a> <svg class=\"breadcrumbs__delimiter\"><use xlink:href=\"#icon-arrow-right\"><\/use><\/svg> <a data-is-distributor=\"true\" href=\"https:\/\/db-eco.com\/en\/updates\/\">Updates<\/a> <svg class=\"breadcrumbs__delimiter\"><use xlink:href=\"#icon-arrow-right\"><\/use><\/svg><span class=\"breadcrumbs__actual-page\">&#8220;Computer Vision&#8221; &#8211; a transformation process into a more efficient world of digital rail<\/span><\/div><\/nav><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-grid  layout-grid layout-grid--outer-margin-small layout-grid--expanded\"><div class=\"grid grid--child-margin-small\">\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-3-medium column--expanded\"><div class=\"layout-column\">\n<div class=\"wp-block-dbec-core-layout-text  wp-block-dbec-core-layout-text--expanded\"><div class=\"layout-column layout-column--text\"><div class=\"article-header\"><div class=\"article-header__tags\"><a class=\"tag\" href=\"https:\/\/db-eco.com\/en\/updates\/?categories=1\">News<\/a><\/div><h1 class=\"article-header__headline\">&#8220;Computer Vision&#8221; &#8211; a transformation process into a more efficient world of digital rail<\/h1><div class=\"article-header__date\">October 20, 2022 &#8211; 2:22 pm<\/div><\/div>\n\n\n<div class=\"wp-block-dbec-core-sub-headline\"><p class=\"sub-headline\">Artificial intelligence, used in the right way, can automate more and more processes in the future, speeding them up significantly and also reducing error rates. The experts at DB Engineering &amp; Consulting (DB E&amp;C), together with colleagues from infraView GmbH and ESE GmbH, are currently developing the &#8220;Computer Vision&#8221; digitalization project, a future-oriented tool for object detection in image data. <\/p><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-figure\"><figure class=\"figure\"><div class=\"figure__inner\"><img decoding=\"async\" class=\"figure__image\" src=\"https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-scaled.jpeg\" srcset=\"https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-300x180.jpeg 300w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-1024x614.jpeg 1024w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-150x150.jpeg 150w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-768x461.jpeg 768w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-1536x922.jpeg 1536w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-2048x1229.jpeg 2048w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-520x312.jpeg 520w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-768x461.jpeg 768w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-1280x768.jpeg 1280w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-1920x1152.jpeg 1920w\" alt=\"Close up of eye with digital business hud interface. Face ID and password concept. Multiexposure\" width=\"2560\" height=\"1536\" loading=\"lazy\" sizes=\"auto, (min-width: 1330px) calc(((1200px - 35px * 5) * (3 \/ 6)) + (35px * (3 - 1))), (min-width: 768px) calc((((100vw - 130px) - 35px * 5) * (3 \/ 6)) + (35px * (3 - 1))), calc(100vw - 60px)\"\/><div class=\"enlarge-image\"><template data-name=\"lightbox-content\"><div class=\"lightbox-image\"><div class=\"lightbox-image__image\" style=\"background-image:url(&quot;https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_AdobeStock_AI-Impression-scaled.jpeg&quot;)\"><\/div><\/div><\/template><\/div><div class=\"label-reference\" data-image-reference=\"<p&gt;Who is Danny- adobe.stock.com<\/p&gt;\n\"><\/div><\/div><\/figure><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-2-medium is-offset-left-1-medium column--expanded\"><div class=\"layout-column\">\n<div class=\"wp-block-dbec-core-layout-text  wp-block-dbec-core-layout-text--expanded\"><div class=\"layout-column layout-column--text\"><div class=\"wp-block-dbec-core-social-sharing\"><div class=\"social-sharing\" data-subject=\"\" data-recipient=\"\" data-body=\"\"><span class=\"social-sharing__label\">Share<\/span><div class=\"social-sharing__links\"><a class=\"social-sharing__link social-sharing__link--linkedin\" href=\"\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Link LinkedIn\"><svg class=\"social-sharing__icon\"><use xlink:href=\"#icon-linked-in\"\/><\/svg><\/a><a class=\"social-sharing__link social-sharing__link--mail\" href=\"\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Link Mail\"><svg class=\"social-sharing__icon\"><use xlink:href=\"#icon-mail\"\/><\/svg><\/a><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-text  wp-block-dbec-core-layout-text--expanded\"><div class=\"layout-column layout-column--text\">\n<h2 class=\"wp-block-heading headline-h4\">Contact<\/h2>\n\n\n<div class=\"contact-person\"><h3 class=\"contact-person__name\">DB E.C.O. Group<\/h3><div class=\"contact-person__position\">Team Marketing &#038; Communications<\/div><div class=\"contact-person__address\">EUREF-Campus 14<br \/>\r\n10829 Berlin<br \/>\r\nGermany<\/div><a class=\"contact-person__link-communication\" href=\"mailto:marketing@db-eco.com\"><svg class=\"contact-person__icon-mail\"><use xlink:href=\"#icon-mail\"><\/use><\/svg><span>E-Mail<\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-grid  layout-grid layout-grid--outer-margin-small layout-grid--expanded\"><div class=\"grid grid--child-margin-small\">\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-6-medium column--expanded\"><div class=\"layout-column\">\n<div class=\"wp-block-dbec-core-layout-text  wp-block-dbec-core-layout-text--expanded\"><div class=\"layout-column layout-column--text\">\n<p>Working with image data is the main focus of the &#8220;Computer Vision&#8221; digitalization project team, which comprises ten engineers and computer scientists from <a href=\"https:\/\/db-engineering-consulting.com\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">DB E&amp;C<\/a>, <a href=\"https:\/\/infraview.net\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">infraView GmbH<\/a> and <a href=\"https:\/\/www.ese.de\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">ESE GmbH<\/a>.<\/p>\n\n\n\n<p>Their first task was to identify how existing processes could be optimized. Then, a feasibility study on the use of artificial intelligence (AI), especially for object detection in image data, was conducted in order to develop solutions. In addition, its potential in terms of innovations and simplified operations can be visualized for concrete use cases.<br>The goal of the research and field tests that commenced in February 2021 is to design and build a central platform for the DB E.C.O. Group that can be tested and used by all employees involved in object detection within their own technical disciplines.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-6-medium column--expanded\"><div class=\"layout-column\">\n<h2 class=\"wp-block-heading headline-h4\">Wide range of applications<\/h2>\n\n\n\n<p>Currently, the use cases resulting from this project cover five areas:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>object detection in signal overview plans and site plans<\/li>\n\n\n\n<li>object detection in 3D point clouds<\/li>\n\n\n\n<li>object detection in panoramic images from 360\u00b0 cameras<\/li>\n\n\n\n<li>detection of <a href=\"https:\/\/db-engineering-consulting.com\/en\/productportfolio\/design\/#systems-engineering-design\" target=\"_blank\" rel=\"noreferrer noopener\">control and command technology<\/a> (CCT) objects in raw <a href=\"https:\/\/db-engineering-consulting.com\/en\/insights\/unmanned-aircraft-systems\/preparing-and-performing-flights\/\" target=\"_blank\" rel=\"noreferrer noopener\">drone images <\/a>and their subsequent localization in a 3D space<\/li>\n\n\n\n<li>object detection of CCT objects in orthophotos based on helicopter survey flights<\/li>\n<\/ul>\n\n\n\n<p>The use of helicopter photographs for object detection of CCT elements is an important sub-project here. For example, in <a href=\"https:\/\/db-engineering-consulting.com\/en\/productportfolio\/construction-supervision\/\" target=\"_blank\" rel=\"noreferrer noopener\">construction supervision<\/a>, such photographs are used to document and analyze the progress of construction. If the relevant control and command technology (CCT) objects can now be recognized automatically and subsequently used in the analysis, there will be a considerable gain in efficiency.<\/p>\n\n\n\n<p>The results of this project are already bringing improvements: object detection, which was previously only possible in manual processes, and was therefore inefficient, time-consuming and also prone to error, is now automated and highly accurate. Based on current use cases, a time saving of over 90 percent can be achieved through the high degree of automation, along with data processing that is also flexible in terms of time. In addition, the model enables straightforward and efficient object detection even in previously unseen drone survey data. Subsequently, the results are provided as geo-objects.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-6-medium column--expanded\"><div class=\"layout-column\">\n<div class=\"wp-block-dbec-core-figure\"><figure class=\"figure\"><div class=\"figure__inner\"><img decoding=\"async\" class=\"figure__image\" src=\"https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-scaled.jpg\" srcset=\"https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-150x150.jpg 150w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-300x120.jpg 300w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-1024x411.jpg 640w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-520x209.jpg 520w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-768x308.jpg 640w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-1280x514.jpg 640w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-1920x770.jpg 640w\" alt=\"Object detection_flowchart DB ECO\" width=\"2560\" height=\"1027\" loading=\"lazy\" sizes=\"auto, (min-width: 1330px) 1200px, (min-width: 768px) calc(100vw - 130px), calc(100vw - 60px)\"\/><div class=\"enlarge-image\"><template data-name=\"lightbox-content\"><div class=\"lightbox-image\"><div class=\"lightbox-image__image\" style=\"background-image:url(&quot;https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_flowchart_en-scaled.jpg&quot;)\"><\/div><div class=\"lightbox-image__caption\"><span>Schematic process flow of AI object recognition based on helicopter survey flights<\/span><\/div><\/div><\/template><\/div><div class=\"label-reference\" data-image-reference=\"DB Engineering &amp; Consulting\"><\/div><\/div><figcaption class=\"figure__caption\">Schematic process flow of AI object recognition based on helicopter survey flights<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading headline-h4\">Standardized process flows<\/h2>\n\n\n\n<p>The detection process flow for this use case always follows the same principle: The drone survey data is first divided into smaller image sections temporarily. The model trained specifically for the use case is then applied to each of the tiles for the purpose of &#8220;instance segmentation&#8221;. In addition to its spatial geotagging as a polygon, information on the center of gravity and the recognition value, among other things, is assigned to each individual recognized object on the basis of the model quality.<\/p>\n\n\n\n<p>The integration of the software solution provided into <a href=\"https:\/\/db-engineering-consulting.com\/en\/insights\/unmanned-aircraft-systems\/drones2bim-data-platform\/\" target=\"_blank\" rel=\"noreferrer noopener\">Drones2BIM<\/a> makes its use easy and cost-effective. At first, its feasibility was tested only with regard to track magnets for intermittent automatic train control (PZB). However, the model can also be replaced with a version that can identify other elements of the control and command technology.<\/p>\n\n\n\n<div class=\"wp-block-dbec-core-figure\"><figure class=\"figure\"><div class=\"figure__inner\"><img decoding=\"async\" class=\"figure__image\" src=\"https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data.jpg\" srcset=\"https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data-150x150.jpg 150w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data-300x192.jpg 300w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data-1024x656.jpg 640w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data-520x333.jpg 520w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data-768x492.jpg 640w, https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data-1280x820.jpg 640w\" alt=\"object detection_Caption Visualization of helicopter data\" width=\"1361\" height=\"872\" loading=\"lazy\" sizes=\"auto, (min-width: 1330px) 1200px, (min-width: 768px) calc(100vw - 130px), calc(100vw - 60px)\"\/><div class=\"enlarge-image\"><template data-name=\"lightbox-content\"><div class=\"lightbox-image\"><div class=\"lightbox-image__image\" style=\"background-image:url(&quot;https:\/\/db-eco.com\/wp-content\/uploads\/2022\/10\/object-detection_DBEC_Caption-Visualization-of-helicopter-data.jpg&quot;)\"><\/div><div class=\"lightbox-image__caption\"><span>Caption Visualization of helicopter data with superimposed detection of PZB magnets (including detection value)<\/span><\/div><\/div><\/template><\/div><div class=\"label-reference\" data-image-reference=\"DB Engineering &amp; Consulting\"><\/div><\/div><figcaption class=\"figure__caption\">Caption Visualization of helicopter data with superimposed detection of PZB magnets (including detection value)<\/figcaption><\/figure><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-6-medium column--expanded\"><div class=\"layout-column\">\n<h2 class=\"wp-block-heading headline-h4\">En route to the world of digital rail<\/h2>\n\n\n\n<p>The &#8220;Computer Vision&#8221; digitalization project opens up a range of possibilities that will make working with image files much more efficient in the future. For example, when different sensors are used or their different data sources are used as input for automated object detection. Or if the objects to be recognized also have a geo-reference, thus facilitating their unique spatial geotagging. Or if the as-built survey and the comparison of as-built documents can be performed directly. The &#8220;Computer Vision&#8221; project paves the way for a further transformation process into a more efficient world of digital rail.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-dbec-core-layout-column  column is-6-small is-6-medium column--expanded\"><div class=\"layout-column\">\n<div class=\"wp-block-dbec-core-layout-linked-items  wp-block-dbec-core-layout-linked-items--expanded\"><section class=\"layout-linked-items\"><div class=\"layout-linked-items__header\"><div class=\"grid\"><div class=\"column is-6-small is-3-medium\"><h2 class=\"layout-linked-items__headline\">More news<\/h2><\/div><div class=\"column is-6-small is-3-medium\"><div class=\"layout-linked-items__wrapper-link layout-linked-items__wrapper-link--top\"><a class=\"layout-linked-items__link\" href=\"https:\/\/db-eco.com\/en\/news\/\" target=\"_self\" rel=\"noopener noreferrer\">Back to overview page<\/a><\/div><\/div><\/div><\/div><div class=\"layout-linked-items__inner\"><div class=\"related-posts\"><div class=\"related-posts__post\"><a class=\"base-card\" href=\"https:\/\/db-eco.com\/en\/updates\/jahresendgruss-2025-der-db-e-c-o-group-2\/\"><figure class=\"base-card__figure\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"528\" src=\"https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-768x528.jpg\" class=\"base-card__image wp-post-image\" alt=\"Jahresendgru\u00df\" sizes=\"auto, (min-width: 1330px) calc(((1200px - 35px * 5) * (2 \/ 6)) + (35px * (2 - 1))), (min-width: 1024px) calc((((100vw - 130px) - 35px * 5) * (2 \/ 6)) + (35px * (2 - 1))), (min-width: 768px) calc((((100vw - 130px) - 35px * 5) * (3 \/ 6)) + (35px * (3 - 1))), calc(100vw - 60px)\" srcset=\"https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-768x528.jpg 768w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-300x206.jpg 300w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-1024x703.jpg 1024w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-1536x1055.jpg 1536w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-520x357.jpg 520w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-1280x879.jpg 1280w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame-1920x1319.jpg 1920w, https:\/\/db-eco.com\/wp-content\/uploads\/2025\/12\/DB_ECO_JAHRESENDFILM-2025_-Frame.jpg 1996w\" \/><div class=\"label-reference\" data-image-reference=\"Jahresendgru\u00df\"><\/div><\/figure><h3 class=\"base-card__title\">Year-End Greetings from DB E.C.O. Group\u00a0<\/h3><div class=\"base-card__date\">December 18, 2025<\/div><div class=\"base-card__copy\">The year is coming to an end, and we would like to thank all our partners and customers for a successful 2025. <\/div><\/a><\/div><div class=\"related-posts__post\"><a class=\"base-card\" href=\"https:\/\/db-eco.com\/en\/updates\/year-end-greetings-from-db-e-c-o-group\/\"><figure class=\"base-card__figure\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"401\" src=\"https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-768x401.png\" class=\"base-card__image wp-post-image\" alt=\"Photo excerpt from the end-of-year greeting video by Niko Warbanoff\" sizes=\"auto, (min-width: 1330px) calc(((1200px - 35px * 5) * (2 \/ 6)) + (35px * (2 - 1))), (min-width: 1024px) calc((((100vw - 130px) - 35px * 5) * (2 \/ 6)) + (35px * (2 - 1))), (min-width: 768px) calc((((100vw - 130px) - 35px * 5) * (3 \/ 6)) + (35px * (3 - 1))), calc(100vw - 60px)\" srcset=\"https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-768x401.png 768w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-300x157.png 300w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-1024x535.png 1024w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-1536x803.png 1536w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-520x272.png 520w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609-1280x669.png 1280w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/12\/screenshot-year-end-greeting-e1734518824609.png 1757w\" \/><div class=\"label-reference\" data-image-reference=\"DB Engineering &#038; Consulting\"><\/div><\/figure><h3 class=\"base-card__title\">Year-end greetings from DB E.C.O. Group<\/h3><div class=\"base-card__date\">December 19, 2024<\/div><div class=\"base-card__copy\">The year 2024 is drawing to a close and the DB E.C.O. Group would like to thank all its customers and partners for a successful year together. In our year-end greetings, Niko Warbanoff, CEO of DB E.C.O. Group, addresses personal words of thanks to you &#8211; for your trust, your support and your cooperation. <\/div><\/a><\/div><div class=\"related-posts__post\"><a class=\"base-card\" href=\"https:\/\/db-eco.com\/en\/updates\/eib-and-db-ec-launch-urban-mobility-competence-hub-in-delhi\/\"><figure class=\"base-card__figure\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-768x512.jpg\" class=\"base-card__image wp-post-image\" alt=\"Group picture of representatives from DB E&amp;C and EIB at Launch even Urban Mobility Competence Hub\" sizes=\"auto, (min-width: 1330px) calc(((1200px - 35px * 5) * (2 \/ 6)) + (35px * (2 - 1))), (min-width: 1024px) calc((((100vw - 130px) - 35px * 5) * (2 \/ 6)) + (35px * (2 - 1))), (min-width: 768px) calc((((100vw - 130px) - 35px * 5) * (3 \/ 6)) + (35px * (3 - 1))), calc(100vw - 60px)\" srcset=\"https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-768x512.jpg 768w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-300x200.jpg 300w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-1024x683.jpg 1024w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-1536x1024.jpg 1536w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-2048x1365.jpg 2048w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-520x347.jpg 520w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-1280x853.jpg 1280w, https:\/\/db-eco.com\/wp-content\/uploads\/2024\/10\/1-UMCH-1920x1280.jpg 1920w\" \/><div class=\"label-reference\" data-image-reference=\"DB Engineering &#038; Consulting\"><\/div><\/figure><h3 class=\"base-card__title\">EIB and DB E&amp;C Launch Urban Mobility Competence Hub in India<\/h3><div class=\"base-card__date\">October 28, 2024<\/div><div class=\"base-card__copy\">The European Investment Bank (EIB) has taken a significant step towards addressing India&#8217;s urban mobility challenges with the launch of the Urban Mobility Competence Hub (UMCH) in Delhi this February. In partnership with DB Engineering &#038; Consulting, this initiative aims to support India&#8217;s rapidly growing cities in developing sustainable and efficient urban transport systems. <\/div><\/a><\/div><\/div><\/div><div class=\"layout-linked-items__wrapper-link layout-linked-items__wrapper-link--bottom\"><a class=\"layout-linked-items__link\" href=\"https:\/\/db-eco.com\/en\/news\/\" target=\"_self\" rel=\"noopener noreferrer\">Back to overview page<\/a><\/div><\/section><\/div>\n<\/div><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence, used in the right way, can automate more and more processes in the future, speeding them up significantly and also reducing error rates. The experts at DB Engineering &#038; Consulting (DB E&#038;C), together with colleagues from infraView GmbH and ESE GmbH, are currently developing the &#8220;Computer Vision&#8221; digitalization project, a future-oriented tool for object detection in image data. <\/p>\n","protected":false},"author":10,"featured_media":2608,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"allow-other-domains":"1"},"categories":[1],"tags":[195,196,140,198,197,199],"class_list":["post-2599","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-assignments","tag-ai","tag-artificial-intelligence","tag-construction-supervision","tag-control-and-command-technology","tag-digitalization-2","tag-drone"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Object detection is possible with &quot;Computer Vision&quot;<\/title>\n<meta name=\"description\" content=\"Experts at DB E.C.O. 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