{"id":80529,"date":"2026-03-24T15:38:08","date_gmt":"2026-03-24T14:38:08","guid":{"rendered":"https:\/\/fhi.nl\/?page_id=80529"},"modified":"2026-03-24T15:38:11","modified_gmt":"2026-03-24T14:38:11","slug":"deploy-edge-ai-at-gpu-level-performance-for-industrial-applications","status":"publish","type":"page","link":"https:\/\/fhi.nl\/en\/deploy-edge-ai-at-gpu-level-performance-for-industrial-applications\/","title":{"rendered":"Deploy Edge AI at GPU-level Performance for Industrial Applications"},"content":{"rendered":"<header id=\"header\" class=\"header header--low header--branch\">\n\n\t\n\t\t\t<div class=\"header__background header__background--graphic\"><\/div>\n\t\n\t<div class=\"container\">\n\t\t<div class=\"header__content\">\n\t\t\t<div class=\"header__first\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"header__navigation-button\">\n\t\t\t\t\t\t<a class=\"header__navigation-button__arrow\" target=\"_self\" href=\"https:\/\/fhi.nl\/en\/programma-dene\/\">\n\t\t\t\t\t\t\t<svg 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0a1.645 1.645 0 1 1-3.29 0 1.645 1.645 0 0 1 3.29 0Zm-28.29 0a1.9 1.9 0 1 1-3.799 0 1.9 1.9 0 0 1 3.799 0Zm-28.799 0a2.154 2.154 0 1 1-4.308 0 2.154 2.154 0 0 1 4.308 0Zm-29.308 0a2.41 2.41 0 1 1-4.819 0 2.41 2.41 0 0 1 4.819 0Zm-29.819 0a2.663 2.663 0 1 1-5.326.001 2.663 2.663 0 0 1 5.326-.001Zm-30.327 0a2.919 2.919 0 1 1-5.837 0 2.919 2.919 0 0 1 5.837 0Zm-30.837 0a3.173 3.173 0 1 1-6.345.001 3.173 3.173 0 0 1 6.345 0Zm-31.346 0a3.428 3.428 0 1 1-6.856 0 3.428 3.428 0 0 1 6.856 0Zm-31.856 0a3.683 3.683 0 1 1-7.365 0 3.683 3.683 0 0 1 7.365 0Zm-32.365 0a3.937 3.937 0 1 1-7.875 0 3.937 3.937 0 0 1 7.875 0Zm-32.874 0a4.192 4.192 0 1 1-8.384 0 4.192 4.192 0 0 1 8.384 0Z\" fill=\"#FFF960\"\/><\/svg>\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"header__second\">\n\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"header__branch-logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/fhi.nl\/app\/uploads\/2024\/02\/Industriele-elektronica.svg\" class=\"header__branch-logo\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t<\/div>\n<\/header>\n\n\t<div class=\"header__meta\">\n\t<div class=\"container\">\n\t\t<div class=\"header__meta__category\">\n\n\t\t\t\t\t\t\t<div class=\"header__meta__detail\">\n\t\t\t\t\t<div>Branch<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/fhi.nl\/en\/kennishub\/?_branches_kennishub=industriele-elektronica\" class=\"header__meta__detail--branch\">\n\t\t\t\t\t\t\t\tIndustrial Electronics\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div class=\"image-text bg--offwhite\">\n\t<div class=\"container\">\n\t\t<div class=\"image-text__wrapper image-text__wrapper--reverse\">\n\t\t\t<div class=\"image-text-image 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1-4.968-4.966Zm38.828-.002a4.647 4.647 0 0 1 9.294 0 4.647 4.647 0 0 1-9.294 0Zm38.836.001a4.326 4.326 0 0 1 8.652 0 4.326 4.326 0 0 1-8.652 0Zm38.843-.001a4.005 4.005 0 0 1 8.009 0 4.004 4.004 0 0 1-8.009 0Zm38.856 0a3.682 3.682 0 0 1 7.366 0 3.682 3.682 0 0 1-7.366 0Zm38.832.001a3.361 3.361 0 0 1 6.723 0 3.361 3.361 0 0 1-6.723 0Zm38.844.001a3.04 3.04 0 0 1 6.08 0 3.04 3.04 0 0 1-6.08 0Zm38.84.001a2.718 2.718 0 1 1 5.436.002 2.718 2.718 0 0 1-5.436-.002Zm38.847-.002a2.397 2.397 0 0 1 4.795 0 2.397 2.397 0 0 1-4.795 0Zm38.832-.001a2.076 2.076 0 1 1 4.151.002 2.076 2.076 0 0 1-4.151-.002Zm38.832 0a1.754 1.754 0 1 1 3.509.002 1.754 1.754 0 0 1-3.509-.002Zm38.848-.001a1.433 1.433 0 1 1 2.866.001 1.433 1.433 0 0 1-2.866-.001Z\" fill=\"#2A5CEE\"\/><\/svg>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"image-text-content\">\n\t\t\t\t\t\t\t\t\t<div class='heading-wrapper'><svg width=\"13\" height=\"13\" viewbox=\"0 0 13 13\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"6.394\" cy=\"6.5\" r=\"6.394\" fill=\"#000\"\/><\/svg><h2 class='image-text-content__title'>14.30 \u2013 14.55<\/h2><\/div>\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"image-text-content__text\"><p>As edge AI workloads continue to increase, system designers face growing challenges related to power consumption, thermal limits, and system complexity when using traditional GPU-based approaches. This session explores the transition toward energy-efficient NPUs that are purpose-built for on-device AI inference.<\/p>\n<p>You will learn how modern edge AI architectures can deliver high performance per watt while maintaining accurate, high\u2011precision inference, making them well suited for deployment in constrained environments. The session highlights how DEEPX technology enables efficient local AI processing without relying on power-hungry accelerators.<\/p>\n<p>Practical examples will be discussed across a range of applications, including smart cameras, robotics, industrial automation, and IoT systems, showing how AI workloads can be accelerated while staying within strict power and thermal budgets.<\/p>\n<p>Speaker: Micha\u00ebl Uyttersprot \u2013 manager AI\/ML &amp; Embedded Vision for Avnet Silica<\/p>\n<p><a class=\"header__button button\" href=\"https:\/\/events.fhi.nl\/DesignAutomationEmbeddedSystems-2026\" target=\"_blank\" rel=\"noopener\">Register<\/a><\/p>\n<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":43,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"branches":[13],"events":[361],"secretariat":[],"categories":[],"themes_tax":[],"class_list":["post-80529","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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