{"id":54334,"date":"2025-09-08T10:34:38","date_gmt":"2025-09-08T10:34:38","guid":{"rendered":"https:\/\/www.bravent.net\/?p=54334"},"modified":"2025-09-08T10:34:39","modified_gmt":"2025-09-08T10:34:39","slug":"computer-vision-edge-computing-smart-infrastructures","status":"publish","type":"post","link":"https:\/\/www.bravent.net\/en\/news\/computer-vision-edge-computing-smart-infrastructures","title":{"rendered":"Computer Vision and Edge Computing for Smart Infrastructures"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2><strong>The Power of Artificial Intelligence in Automating Critical Processes<\/strong><\/h2>\n<p>The intelligent automation of infrastructures such as bus stations, parking lots, or industrial production lines is revolutionizing how we manage critical spaces and processes. At Bravent, we combine <strong>Computer Vision, Machine Learning, and Edge Computing<\/strong> to deliver scalable, secure, and efficient solutions powered by leading technologies <strong>like Intel\u00ae OpenVINO\u2122 and Intel\u00ae Geti\u2122.<\/strong><\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2><strong>From Bus Bays to Industry: A Modular Computer Vision Ecosystem<\/strong><\/h2>\n<p>Our <strong>Computer Vision Framework<\/strong> adapts to multiple sectors thanks to its modular approach, composed of three services:<\/p>\n<ul>\n<li><strong>Computer Vision as a Service<\/strong>: Custom model training using technologies like Intel Geti.<\/li>\n<li><strong>Training for Model Development<\/strong>: Technical training for internal teams.<\/li>\n<li><strong>Platform for Model Training<\/strong>: Ready-to-use infrastructure, both cloud-based and on-premise.<\/li>\n<\/ul>\n<p>This ecosystem enables the deployment of computer vision solutions in local (edge) environments, reducing latency, enhancing privacy, and accelerating decision-making.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2><strong>Intel as a Technological Engine<\/strong><\/h2>\n<p>Collaboration with Intel is key to our solutions. Thanks to tools such as:<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/developer\/tools\/openvino-toolkit\/overview.html\" target=\"_blank\" rel=\"noopener\">Intel\u00ae OpenVINO\u2122<\/a><\/strong>: Model optimization for real-time inference.<\/li>\n<li><strong><a href=\"https:\/\/docs.geti.intel.com\/#:~:text=Intel%C2%AE%20Geti%E2%84%A2%20enables%20anyone%20from%20domain%20experts%20to,data%20to%20model%20in%20minimum%20amount%20of%20time.\" target=\"_blank\" rel=\"noopener\">Intel\u00ae Geti\u2122<\/a><\/strong>: A computer vision model training platform available in cloud, on-premise, or as a managed service by Bravent.<\/li>\n<\/ul>\n<p>These technologies enable:<\/p>\n<ul>\n<li>Local processing without cloud dependency.<\/li>\n<li>Up to 80% error reduction.<\/li>\n<li>Scalability without retraining models.<\/li>\n<li>Easy integration with existing systems (ERP, MES, etc.).<\/li>\n<\/ul>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2><strong>Use Case: Intelligent Control of Bus Bays<\/strong><\/h2>\n<p>In transportation environments like bus stations, we\u2019ve implemented <strong><a href=\"https:\/\/www.bravent.net\/en\/news\/intelligent-parking-control-with-ai-efficiency-safety-and-real-time-automation\/\" target=\"_blank\" rel=\"noopener\">Smart Parking<\/a><\/strong> solutions based on Intel\u2019s Edge Software Catalog, enabling:<\/p>\n<ul>\n<li>Automatic License Plate Recognition (ALPR)\u00a0for access management.<\/li>\n<li>Real-time visualization\u00a0of bay occupancy status.<\/li>\n<li>Automatic detection\u00a0of operational anomalies.<\/li>\n<\/ul>\n<p>This solution improves operational efficiency, reduces human error, and provides a smoother experience for operators and travellers.<\/p>\n<\/div>[vc_empty_space][vc_video link=&#8221;https:\/\/www.youtube.com\/watch?v=_5_L9D0A_1s&#8221; align=&#8221;center&#8221;][vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2><strong>Use Case: In-Store Behaviour Analysis<\/strong><\/h2>\n<p>For the retail sector, we\u2019ve developed an advanced system that combines surveillance cameras with Intel\u2019s computer vision models.<br \/>\nThis technology allows detailed tracking of customer movement within the store, identification of demographic features such as gender and age, and analysis of specific objects, like the brands visible on customers\u2019 shopping bags.<\/p>\n<p>To transform this complex data into accessible and actionable insights, we developed a PowerBI dashboard. This tool visualizes key collected data, facilitating analysis and data-driven decision-making.<\/p>\n<p>The implementation of this system provides the client with a deep understanding of visitor behaviour and characteristics. With access to real-time visual and numerical information, the client can now make informed decisions to enhance the shopping experience, adjust store layout based on areas of interest or dwell time, and develop more effective marketing strategies targeted at specific customer segments.<\/p>\n<p>Additionally, the ability to detect competitor products in visitors\u2019 bags offers a unique strategic advantage, allowing the client to adapt offerings and promotional strategies to compete more effectively in the market.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2><strong><a href=\"https:\/\/www.bravent.net\/en\/success-stories\/john-deere\/\" target=\"_blank\" rel=\"noopener\">Success Story<\/a>: John Deere and Production Automation<\/strong><\/h2>\n<p>In the industrial sector, <strong>John Deere<\/strong> faced the challenge of reducing human error in a large manual assembly line. With our <strong><a href=\"https:\/\/www.bravent.net\/en\/industries\/industry\/industrial-vision-solution\/\" target=\"_blank\" rel=\"noopener\">Industrial Vision Solution<\/a><\/strong>, developed using computer vision and machine learning algorithms, they achieved:<\/p>\n<ul>\n<li>Automated visual inspection of parts.<\/li>\n<li>Real-time deviation detection.<\/li>\n<li>Assurance of final product quality.<\/li>\n<li>Fast and secure response to any anomaly.<\/li>\n<\/ul>\n<p>Thanks to Intel technology, John Deere transformed its assembly line into a smart, connected, and highly efficient environment.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2 data-start=\"4732\" data-end=\"5039\"><strong data-start=\"4732\" data-end=\"4746\">Conclusion<\/strong><\/h2>\n<p>Computer vision combined with Edge Computing and Intel technologies not only enhances infrastructure monitoring\u2014it redefines how we operate in critical sectors. From bus bay management to industrial production, our solutions enable intelligent, secure, and scalable automation.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section>[vc_section]<section class=\"vc_row wpb_row vc_row-fluid  vc_custom_1750923353325 vc_row-has-fill vc_column-gap-15 vc_row-o-content-middle vc_row-flex\"><div class=\"wpb_column vc_column_container vc_col-sm-6  col-xs-mobile-fullwidth text-right md-text-right sm-text-right xs-text-center\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\">[vc_single_image image=&#8221;48034&#8243; img_size=&#8221;128&#215;128&#8243; alignment=&#8221;center&#8221; style=&#8221;vc_box_circle_2&#8243; el_class=&#8221;align-inherit&#8221;]<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6  col-xs-mobile-fullwidth xs-text-center\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><h3 class=\"text-extra-dark-gray margin-20px-bottom font-weight-600 display-block heading-style2  vc_custom_1756725018432  heading-1\"  style=\"font-size: 20px; font-weight: 400;\" data-fontsize=\"20px\">Mar\u00eda Soto Castro<\/h3><span class=\"text-extra-dark-gray margin-20px-bottom font-weight-600 display-block heading-style2  vc_custom_1756725041738  heading-2\"  style=\"font-size: 16px; font-weight: 400; color: #7a7a7a;\" data-fontsize=\"16px\">Head of Innovation - Bravent<\/span><div  class=\"pofo-social-links social-icon-style-8 social-icon-1\"><ul class=\"small-icon\"><li><a class=\"linkedin-in\" href=\"https:\/\/www.linkedin.com\/in\/mariasotocastro\/\" target=\"_blank\"><i class=\"fa-brands fa-linkedin-in\"><\/i><\/a><\/li><\/ul><\/div><\/div><\/div><\/div><\/section>[\/vc_section]<section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\">[vc_separator]<div class=\"last-paragraph-no-margin\"><p><strong>Want to know how to apply these technologies to your business?<\/strong><\/p>\n<p><strong><br \/>\n\ud83d\udc49\u00a0<\/strong>Contact our expert team at\u00a0<a href=\"mailto:info@bravent.net\">info@bravent.net<\/a>\u00a0and take the next step toward digital transformation.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><\/div><\/div><\/div><\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Discover how Bravent combines Computer Vision, Edge Computing, and Intel\u00ae technologies to automate critical infrastructures such as stations, retail stores, and production lines\u2014enhancing efficiency, security, and scalability.<\/p>\n","protected":false},"author":15,"featured_media":54347,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[743,736],"tags":[948,941,737,763,569,932,927,557,864],"class_list":["post-54334","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bravent-en","category-news-en","tag-business-strategy","tag-data-en","tag-digitalizacion-en","tag-innovacion-en","tag-microsoft-en","tag-microsoft-partner-en","tag-partnership","tag-security","tag-technology-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computer Vision and Edge Computing for Smart Infrastructures<\/title>\n<meta name=\"description\" content=\"Explore Computer Vision and Edge Computing 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