{"id":11125,"date":"2023-06-28T08:47:15","date_gmt":"2023-06-28T06:47:15","guid":{"rendered":"https:\/\/mjoelner.wp.webtester.dk\/?page_id=11125"},"modified":"2025-12-01T13:57:08","modified_gmt":"2025-12-01T12:57:08","slug":"edge-machine-learning","status":"publish","type":"page","link":"https:\/\/mjolner.dk\/en\/edge-machine-learning\/","title":{"rendered":"Edge Machine Learning"},"content":{"rendered":"<div>\n<h1>BECOME A FRONT-RUNNER WITH EDGE MACHINE LEARNING<\/h1>\n<p>EDGE MACHINE LEARNING<\/p>\n<\/div>\n<p>\n    <a href=\"#\">Join our webinar to learn how<\/a>\n<\/p>\n<div>\n<h3>EXPLOIT THE POWER OF CUTTING-EDGE TECHNOLOGY<\/h3>\n<div>\n<p>Edge Machine Learning is a game changer. Some even call it revolutionary. In short, the technology allows you to im\u00adple\u00adment machine learning on small devices and process all data locally. This is possible without internet connectivity, while pre\u00adser\u00adving privacy, low latency, and all at a very low cost. You no longer need to transmit data back and forth between your device and the cloud. This offers a wide range of advantages.<\/p>\n<\/div>\n<\/div>\n<p><video src=\"\/wp-content\/uploads\/2023\/06\/Edge-Machine-Learning-from-Mjoelner-Informatics.mp4\" poster=\"\"><\/video><\/p>\n<div>\n<h2>5 ADVANTAGES OF WORKING WITH EDGE MACHINE LEARNING<\/h2>\n<\/div>\n<div>\n<p>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/Process-data-in-real-time-50x50-blue.png\" alt=\"\"><\/p>\n<div>Process data in real-time<\/div>\n<div>\n<p>which is not possible if data needs to be processed remotely.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/Apply-machine-learning-on-low-cost-hardware-50x50-blue.png\" alt=\"\"><\/p>\n<div>Apply machine learning on low-cost hardware<\/div>\n<div>\n<p>keeping costs down while wielding the power of machine learning.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/Reduce-bandwidth-requirements-50x50-blue.png\" alt=\"\"><\/p>\n<h3>Remove dependency towards Cloud computation<\/h3>\n<div>\n<p>by processing data locally.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/Improve-data-privacy-50x50-blue.png\" alt=\"\"><\/p>\n<div>Improve data privacy<\/div>\n<div>\n<p>by treating sensitive information locally instead of in the Cloud.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/streamlinehq-gauge-dashboard-interface-essential-100-50x50-blue.png\" alt=\"\"><\/p>\n<div>Reduce bandwidth requirements<\/div>\n<div>\n<p>by only transmitting processed results.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/mjoelner-edge-machine-learning-cutting-edge-technology.jpg\" alt=\"\"><\/p>\n<h3>FROM GOOD TO GREAT<\/h3>\n<div>\n<p>Working with Edge Machine Learning isn\u2019t necessarily only about solving problems \u2013 it\u2019s also about improving existing processes and products. This is why the tech&shy;nology is aimed at companies who are eager to go from good to great. Perhaps that\u2019s you?<\/p>\n<p>Learn how to advance your product or process with Edge Machine Learning in our webinar.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>\n<\/div>\n<div>\n<h3>3 AREAS WHERE EDGE MACHINE LEARNING IS PIVOTAL<\/h3>\n<\/div>\n<div>\n<p>\n<\/div>\n<div>\n<h3>WHEN YOU SEEK PRIVACY<\/h3>\n<div>\n<p>In some cases, transmitting sensitive infor&shy;mation to a cloud service may not be feasible.<\/p>\n<p>With Edge Machine Learning you are proces&shy;sing data locally, which can be crucial in some use cases, e.g. video surveillance in sensitive environments.<\/p>\n<\/div>\n<\/div>\n<div>\n<h3>WHEN EVERY MILLISECOND MATTERS<\/h3>\n<div>\n<p>Sometimes a millisecond can mean the diffe&shy;rence between life and death. Just think about autonomous vehicles.<\/p>\n<p>With Edge Machine Learning, devices are able to process data in real-time locally \u2013 without sending data back and forth between the edge device and the cloud. The result is faster cal&shy;culations and actions. In addition to autono&shy;mous vehicles, this is also great news to e.g. mobile robotics and medical devices.<\/p>\n<\/div>\n<\/div>\n<div>\n<h3>When you\u2019re offline<\/h3>\n<div>\n<p>What will you do when the network is down? In the case of an Edge Machine Learning product, you will go on as if nothing happened.<\/p>\n<p>With Edge Machine Learning, devices can be fully functional even without access to the Internet. As a result, you can apply the techno&shy;logy anywhere \u2013 even on the edge of the world.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/06\/mjoelner-edge-machine-learning-is-a-game-changer-1.jpg\" alt=\"End-to-end projekt for HedeDanmark\"><\/p>\n<p>Brian Burke, Research Vice President, Gartner<\/p>\n<div>\n<p><a href=\"http:\/\/mjoelner.wp.webtester.dk\/wp-content\/uploads\/2023\/06\/Hedeselskabet_WHITE-u-payoff.svg\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/mjoelner.wp.webtester.dk\/wp-content\/uploads\/2023\/06\/gartner-neg.svg\" alt=\"\" class=\"alignnone  wp-image-7372\" width=\"117\" height=\"29\" \/><\/a><\/p>\n<p>Edge computing will become a dominant factor across vir&shy;tu&shy;al&shy;ly all industries and use cases as the edge is empowered with increasingly more sophisticated and specialized compute re&shy;sources and more data storage.<\/p>\n<\/div>\n<\/div>\n<div>\n<h3>3 EXAMPLES ON HOW TO USE EDGE MACHINE LEARNING<\/h3>\n<div>For years, we have helped ambitious companies exploit the advantages of Edge Machine Learning. It\u2019s been a lot of fun and top top secret. Therefore, we cannot exhibit our work \u2013 even though we would love to.<\/p>\n<p>To help you go from idea to execution, we have developed 3 examples on how to use Edge Machine Learning in your business. Hopefully, they will give a better understanding on how to exploit the potential of this cutting-edge technology.<\/p><\/div>\n<\/div>\n<div>\n<p>\n<\/div>\n<div>\n<h3>Example #1 <br \/> Optimize maintenance<\/h3>\n<div>\n<p>This example is all about predictive main&shy;te&shy;nance.<\/p>\n<p>It is hard to tell when pumps for sewage and groundwater should be serviced because they often are situated in hard-to-reach places. However, by applying sensors on the pumps, you can.<\/p>\n<p>The technology could give you infor&shy;ma&shy;tion on e.g. vibrations, temperatures, and power con&shy;sumption, so technicians can schedule their maintenance accor&shy;ding to actual needs. This helps you re&shy;duce costs and increase customer satis&shy;faction.<\/p>\n<p>The technology is well-known and ma&shy;ture. Think of it like an Apple Watch. You get a lot of information which can be used to assist pre&shy;dicting future needs and actions.<\/p>\n<\/div>\n<\/div>\n<div>\n<h3>Example #2 <br \/> Extend product life time<\/h3>\n<div>\n<p>Like the example above, this one is about pre&shy;dictive maintenance. However, this time we\u2019re in a production hall. More precisely, in a pro&shy;duc&shy;tion hall specia&shy;li&shy;zed in high-precision CNC milling.<\/p>\n<p>If the milling bit is no longer sharp, it will da&shy;mage precision and ultimately destroy the workpiece or the machine. So how do you replace the bit before it gets worn out?<\/p>\n<p>Edge Machine Learning offers a solution. By applying e.g. an acoustic sensor, Edge Machine Learning will detect when to replace the milling bit. This helps you reduce downtime and main&shy;tenance costs while improving the product quality.<\/p>\n<\/div>\n<\/div>\n<div>\n<h3>Example #3 <br \/> Improve customer experience<\/h3>\n<div>\n<p>We have all seen automatic sliding doors being a bit too eager to welcome people (or animals) passing randomly by on the street. All this un&shy;necessary sliding is not only annoying, it is also a waste of heat, energy, and money.<\/p>\n<p>Fortunately, it is possible to improve the auto&shy;matic sliding doors. The key is a sen&shy;sor fusion of an image sensor and the existing infrared sensor, which will ensure that the door opens only for peo&shy;ple who actually want to use the door.<\/p>\n<p>Such a door will give door-sensor sup&shy;pliers an edge on competitors \u2013 and it is a great example on how Edge Machine Learning can make a dif&shy;ference in every&shy;day life.<\/p>\n<\/div>\n<\/div>\n<div>\n<h3>DO YOU FACE THESE CHALLENGES? <br \/>THEN EDGE MACHINE LEARNING WILL HELP YOU<\/h3>\n<div>\n<ul>\n<li>The cloud network bandwidth is limited<\/li>\n<li>Device resources are limited<\/li>\n<li>Protecting data in the cloud is an issue<\/li>\n<li>Data timing and delay requirements break your solution<\/li>\n<li>Internet connection is not always available<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/05\/mjolner-test-skal-slettes-78.jpg\" alt=\"\"><\/p>\n<h3>POWERED BY MICROCONTROLLERS<\/h3>\n<div>\n<p>The great thing about being on the edge is you no longer have to trans&shy;mit information back and forth to the cloud. This improves the re&shy;spon&shy;siveness and security of your device, and it is only possible thanks to a micro&shy;sco&shy;pic yet signi&shy;ficant chip.<\/p>\n<\/div>\n<\/div>\n<div>\n<p>\n<\/div>\n<div>\n<p>\n<\/div>\n<div>\n<h3>WHO WE ARE<\/h3>\n<div>\n<p>At Mj\u00f8lner, we are more than 300 experts passionate about making businesses grow through software development and user-friendly design. We create innovative and holistic digital solutions for major international brands \u2013 and we can help you too.<\/p>\n<\/div>\n<\/div>\n<h3>LETS GET IN TOUCH<\/h3>\n<div>\n<h3>E-mail<\/h3>\n<\/div>\n<div>\n<h3>Telefon<\/h3>\n<\/div>\n<h3>Bliv ringet op<\/h3>\n<p><!--more--><br \/>\n<!-- {\"type\":\"layout\",\"children\":[{\"type\":\"section\",\"props\":{\"animation\":\"fade\",\"animation_delay\":\"500\",\"header_transparent\":true,\"header_transparent_noplaceholder\":true,\"height\":\"viewport\",\"height_offset_top\":true,\"height_viewport\":80,\"image\":\"wp-content\\\/uploads\\\/2017\\\/12\\\/03-1.png\",\"image_loading\":true,\"image_position\":\"center-center\",\"image_size\":\"cover\",\"media_background\":\"#09479D\",\"media_blend_mode\":\"multiply\",\"overlap\":false,\"padding_remove_bottom\":true,\"padding_remove_horizontal\":false,\"padding_remove_top\":true,\"style\":\"default\",\"text_color\":\"light\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"middle\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content_column_breakpoint\":\"m\",\"icon_width\":80,\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"link_style\":\"default\",\"link_text\":\"\",\"margin\":\"default\",\"meta\":\"EDGE MACHINE LEARNING\",\"meta_align\":\"above-title\",\"meta_color\":\"success\",\"meta_element\":\"h4\",\"meta_style\":\"h4\",\"text_align\":\"center\",\"title\":\"BECOME A FRONT-RUNNER WITH EDGE MACHINE LEARNING\",\"title_align\":\"top\",\"title_element\":\"h1\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"heading-medium\"}},{\"type\":\"button\",\"props\":{\"grid_column_gap\":\"small\",\"grid_row_gap\":\"small\",\"margin\":\"default\",\"text_align\":\"center\"},\"children\":[{\"type\":\"button_item\",\"props\":{\"button_style\":\"secondary\",\"content\":\"Join our webinar to learn how\",\"icon_align\":\"left\",\"link\":\"#\",\"link_title\":\"Kom godt i gang med os\"}}]}]}]}],\"name\":\"Hero\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"panel\",\"props\":{\"block_align\":\"center\",\"content\":\"\n\n<p>Edge Machine Learning is a game changer. Some even call it revolutionary. In short, the technology allows you to im\\u00adple\\u00adment machine learning on small devices and process all data locally. This is possible without internet connectivity, while pre\\u00adser\\u00adving privacy, low latency, and all at a very low cost. You no longer need to transmit data back and forth between your device and the cloud. 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\\u2013\"},{\"type\":\"fragment\",\"children\":[{\"type\":\"row\",\"props\":{\"layout\":\"1-2,1-2\"},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"1-2\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content\":\"\n\n<p>which is not possible if data needs to be processed remotely.<\\\/p>\",\"content_column_breakpoint\":\"m\",\"content_style\":\"text-large\",\"height_expand\":true,\"icon_width\":80,\"image\":\"wp-content\\\/uploads\\\/2023\\\/06\\\/Process-data-in-real-time-50x50-blue.png\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"image_width\":\"70\",\"link_style\":\"default\",\"link_text\":\"Read more\",\"margin\":\"default\",\"meta_align\":\"below-title\",\"meta_element\":\"div\",\"meta_style\":\"text-meta\",\"panel_padding\":\"default\",\"panel_style\":\"card-default\",\"title\":\"Process data in real-time\",\"title_align\":\"top\",\"title_element\":\"div\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"h3\"}}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"1-2\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content\":\"\n\n<p>keeping costs down while wielding the power of machine learning.<\\\/p>\",\"content_column_breakpoint\":\"m\",\"height_expand\":true,\"icon_width\":80,\"image\":\"wp-content\\\/uploads\\\/2023\\\/06\\\/Apply-machine-learning-on-low-cost-hardware-50x50-blue.png\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"image_width\":\"70\",\"link_style\":\"default\",\"link_text\":\"Read 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computation\",\"title_align\":\"top\",\"title_element\":\"h3\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"h3\"},\"name\":\"Panel\"}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"1-2\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content\":\"\n\n<p>by treating sensitive information locally instead of in the Cloud.<\\\/p>\",\"content_column_breakpoint\":\"m\",\"content_style\":\"text-large\",\"height_expand\":true,\"icon_width\":80,\"image\":\"wp-content\\\/uploads\\\/2023\\\/06\\\/Improve-data-privacy-50x50-blue.png\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"image_width\":\"70\",\"link_style\":\"default\",\"link_text\":\"Read 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results.<\\\/p>\",\"content_column_breakpoint\":\"m\",\"icon_width\":80,\"image\":\"wp-content\\\/uploads\\\/2023\\\/06\\\/streamlinehq-gauge-dashboard-interface-essential-100-50x50-blue.png\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"image_width\":\"70\",\"link_style\":\"default\",\"link_text\":\"Read more\",\"margin\":\"default\",\"meta\":\"\",\"meta_align\":\"above-title\",\"meta_element\":\"div\",\"meta_style\":\"text-meta\",\"panel_padding\":\"default\",\"panel_style\":\"card-default\",\"title\":\"Reduce bandwidth requirements\",\"title_align\":\"top\",\"title_element\":\"div\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"h3\"}}]}]}],\"props\":{\"margin\":\"default\"}}]}]}],\"name\":\"2 kolonner\"},{\"type\":\"section\",\"props\":{\"animation\":\"fade\",\"image_position\":\"center-center\",\"padding_remove_bottom\":true,\"padding_remove_top\":false,\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"panel\",\"props\":{\"class\":\"pt-0\",\"content\":\"\n\n<p>Working with Edge Machine Learning isn\\u2019t necessarily only about solving problems \\u2013 it\\u2019s also about improving existing processes and products. This is why the tech&shy;nology is aimed at companies who are eager to go from good to great. 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Just think about autonomous vehicles.<\\\/p>\\n\n\n<p>With Edge Machine Learning, devices are able to process data in real-time locally \\u2013 without sending data back and forth between the edge device and the cloud. The result is faster cal&shy;culations and actions. 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In the case of an Edge Machine Learning product, you will go on as if nothing happened.<\\\/p>\\n\n\n<p>With Edge Machine Learning, devices can be fully functional even without access to the Internet. 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After the webinar you\\u2019ll know much more about \\u2026<br \\\/>\\n\n\n<ul>\\n\n\n<li>How Edge Machine Learning can be used to improve physical products<\\\/li>\\n\n\n<li>What possibilities and limitations the technology offers<\\\/li>\\n\n\n<li>Why the cutting-edge technology is hailed to be revolutionary<\\\/li>\\n<\\\/ul>\\n<strong>Price:<\\\/strong> Free<br \\\/><strong>Date:<\\\/strong> October 11, 2022<br \\\/><strong>Time:<\\\/strong> 10 AM Central European Time (CET)\",\"title_element\":\"div\",\"title_style\":\"text-large\"}}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"1-2\"},\"children\":[{\"type\":\"headline\",\"props\":{\"content\":\"Sign me up\",\"title_element\":\"h3\",\"title_style\":\"h3\"}},{\"type\":\"module\",\"props\":{\"menu_image_align\":\"center\",\"menu_image_margin\":true,\"menu_style\":\"default\",\"menu_type\":\"nav\"}}]}],\"props\":{\"column_gap\":\"large\",\"layout\":\"1-2,1-2\",\"margin\":\"remove-vertical\",\"margin_remove_bottom\":true,\"width\":\"default\"}}],\"name\":\"Kontaktperson + formular\",\"source\":{\"query\":{\"name\":\"medarbejdere.customTeam\",\"arguments\":{\"terms\":[],\"category_operator\":\"IN\",\"users\":[],\"users_operator\":\"IN\",\"offset\":0,\"order\":\"date\",\"order_direction\":\"DESC\",\"id\":471}},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"title\"}}},\"formid\":\"428a8442\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"padding_remove_bottom\":true,\"padding_remove_top\":false,\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content\":\"\n\n<p><a href=\\\"http:\\\/\\\/mjoelner.wp.webtester.dk\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Hedeselskabet_WHITE-u-payoff.svg\\\"><img src=\\\"http:\\\/\\\/mjoelner.wp.webtester.dk\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/gartner-neg.svg\\\" alt=\\\"\\\" class=\\\"alignnone  wp-image-7372\\\" width=\\\"117\\\" height=\\\"29\\\" \\\/><\\\/a><\\\/p>\\n\n\n<p>Edge computing will become a dominant factor across vir&shy;tu&shy;al&shy;ly all industries and use cases as the edge is empowered with increasingly more sophisticated and specialized compute re&shy;sources and more data storage.<\\\/p>\",\"content_column_breakpoint\":\"m\",\"content_style\":\"text-lead\",\"icon_width\":80,\"image\":\"wp-content\\\/uploads\\\/2023\\\/06\\\/mjoelner-edge-machine-learning-is-a-game-changer-1.jpg\",\"image_align\":\"left\",\"image_alt\":\"End-to-end projekt for HedeDanmark\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-3\",\"image_svg_color\":\"emphasis\",\"image_vertical_align\":true,\"link_style\":\"default\",\"link_text\":\"Tilmeld dig nu\",\"margin\":\"default\",\"meta\":\"Brian Burke, Research Vice President, Gartner\",\"meta_align\":\"below-content\",\"meta_element\":\"h4\",\"meta_style\":\"text-small\",\"panel_expand\":\"image\",\"panel_image_no_padding\":true,\"panel_padding\":\"large\",\"panel_style\":\"card-primary\",\"title\":\"\",\"title_align\":\"top\",\"title_element\":\"h3\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"h2\"}}]}]}],\"name\":\"Citatboks\"},{\"type\":\"section\",\"props\":{\"animation\":\"fade\",\"image_position\":\"center-center\",\"padding_remove_bottom\":false,\"padding_remove_top\":false,\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"small\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"panel\",\"props\":{\"block_align\":\"center\",\"content\":\"For years, we have helped ambitious companies exploit the advantages of Edge Machine Learning. It\\u2019s been a lot of fun and top top secret. Therefore, we cannot exhibit our work \\u2013 even though we would love to.\n\n\\nTo help you go from idea to execution, we have developed 3 examples on how to use Edge Machine Learning in your business. Hopefully, they will give a better understanding on how to exploit the potential of this cutting-edge technology.\",\"content_column_breakpoint\":\"m\",\"content_style\":\"text-lead\",\"icon_width\":80,\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"link_style\":\"default\",\"link_text\":\"Read more\",\"margin\":\"default\",\"maxwidth\":\"2xlarge\",\"maxwidth_breakpoint\":\"m\",\"meta\":\"\",\"meta_align\":\"above-title\",\"meta_color\":\"secondary\",\"meta_element\":\"h4\",\"meta_style\":\"h4\",\"text_align\":\"center\",\"title\":\"3 EXAMPLES ON HOW TO USE EDGE MACHINE LEARNING\",\"title_align\":\"top\",\"title_element\":\"h3\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"heading-medium\"}},{\"type\":\"html\",\"props\":{\"content\":\"<br \/>\"},\"name\":\"\\u2013 ekstra luft \\u2013\"}]}]}],\"name\":\"Tekst (x-small)\"},{\"type\":\"section\",\"props\":{\"animation\":\"slide-bottom-medium\",\"animation_delay\":\"100\",\"class\":\"mjoelner-servies-container\",\"image_effect\":\"parallax\",\"image_position\":\"center-center\",\"image_size\":\"cover\",\"overlap\":false,\"padding_remove_bottom\":true,\"padding_remove_horizontal\":false,\"padding_remove_top\":true,\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"props\":{\"column_gap\":\"collapse\",\"layout\":\"1-3,1-3,1-3\",\"margin_remove_top\":false,\"row_gap\":\"collapse\",\"yooessentials_access_conditions\":[],\"yooessentials_access_mode\":\"AND\"},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"1-3\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content\":\"\n\n<p>This example is all about predictive main&shy;te&shy;nance.<\\\/p>\\n\n\n<p>It is hard to tell when pumps for sewage and groundwater should be serviced because they often are situated in hard-to-reach places. However, by applying sensors on the pumps, you can.<\\\/p>\\n\n\n<p>The technology could give you infor&shy;ma&shy;tion on e.g. vibrations, temperatures, and power con&shy;sumption, so technicians can schedule their maintenance accor&shy;ding to actual needs. This helps you re&shy;duce costs and increase customer satis&shy;faction.<\\\/p>\\n\n\n<p>The technology is well-known and ma&shy;ture. Think of it like an Apple Watch. You get a lot of information which can be used to assist pre&shy;dicting future needs and actions.<\\\/p>\",\"content_column_breakpoint\":\"m\",\"height_expand\":true,\"icon_width\":80,\"image\":\"\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"link_style\":\"secondary\",\"link_text\":\"L\\u00e6s mere\",\"margin\":\"default\",\"meta_align\":\"below-title\",\"meta_element\":\"div\",\"meta_style\":\"text-meta\",\"panel_image_no_padding\":true,\"panel_link\":true,\"panel_padding\":\"default\",\"panel_style\":\"card-default\",\"text_align\":\"left\",\"title\":\"Example #1 <br \/> Optimize maintenance\",\"title_align\":\"top\",\"title_element\":\"h3\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\",\"title_style\":\"h4\"}}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"1-3\"},\"children\":[{\"type\":\"panel\",\"props\":{\"content\":\"\n\n<p>Like the example above, this one is about pre&shy;dictive maintenance. However, this time we\\u2019re in a production hall. More precisely, in a pro&shy;duc&shy;tion hall specia&shy;li&shy;zed in high-precision CNC milling.<\\\/p>\\n\n\n<p>If the milling bit is no longer sharp, it will da&shy;mage precision and ultimately destroy the workpiece or the machine. So how do you replace the bit before it gets worn out?<\\\/p>\\n\n\n<p>Edge Machine Learning offers a solution. By applying e.g. an acoustic sensor, Edge Machine Learning will detect when to replace the milling bit. 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All this un&shy;necessary sliding is not only annoying, it is also a waste of heat, energy, and money.<\\\/p>\\n\n\n<p>Fortunately, it is possible to improve the auto&shy;matic sliding doors. 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