{"id":4923,"date":"2021-07-22T10:55:49","date_gmt":"2021-07-22T00:55:49","guid":{"rendered":"https:\/\/news.sap.com\/australia\/?p=4923"},"modified":"2023-09-29T07:25:25","modified_gmt":"2023-09-28T21:25:25","slug":"how-tinyml-is-powering-big-ideas-across-critical-industries","status":"publish","type":"post","link":"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/","title":{"rendered":"How TinyML is powering big ideas across critical industries"},"content":{"rendered":"<p class=\"lead\">From cars and TVs to lightbulbs and doorbells. So many of the objects in everyday life have \u2018smart\u2019 functionality because the manufacturers have built chips into them.<\/p>\n<p>But what if you could also run machine learning models in something as small as a golf ball dimple? That\u2019s the reality that\u2019s being enabled by TinyML, a broad movement to run tiny machine learning algorithms on embedded devices, or those with extremely low power requirements.<\/p>\n<p>Heavy hitters such as Google, Qualcomm, and ARM recognise TinyML\u2019s potential to transform the way we think about machine learning. It subverts the premise that ML is inherently power hungry and resource intensive, requiring swathes of cloud-hosted processing power to run anything remotely useful.<\/p>\n<hr \/>\n<p><em>Read the full article on <a href=\"https:\/\/www.cio.com\/article\/3625829\/how-tinyml-is-powering-big-ideas-across-critical-industries.html\">CIO.com<\/a>. Join the <a href=\"https:\/\/www.meetup.com\/tinyml-enabling-ultra-low-power-ml-at-the-edge-anz\/\">tinyML community group<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>From cars and TVs to lightbulbs and doorbells. So many of the objects in everyday life have \u2018smart\u2019 functionality because the manufacturers have built chips into them.<\/p>\n","protected":false},"author":2977,"featured_media":4924,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5565391],"tags":[5560299,5560752,5560644,5562865],"sapn-display":[5565403,5565404,60294],"sapn-type":[5560547],"class_list":["post-4923","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-innovation","tag-intelligent-enterprise","tag-machine-learning","tag-sustainability","sapn-display-feature-hero","sapn-display-feature-spotlight","sapn-display-hero","sapn-type-feature"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v26.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How TinyML is powering big ideas across critical industries - 51风流Australia &amp; New Zealand News Center<\/title>\n<meta name=\"description\" content=\"From cars and TVs to lightbulbs and doorbells. So many of the objects in everyday life have \u2018smart\u2019 functionality because the manufacturers have built chips into them.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How TinyML is powering big ideas across critical industries\" \/>\n<meta property=\"og:description\" content=\"From cars and TVs to lightbulbs and doorbells. So many of the objects in everyday life have \u2018smart\u2019 functionality because the manufacturers have built chips into them.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/\" \/>\n<meta property=\"og:site_name\" content=\"51风流Australia &amp; New Zealand News Center\" \/>\n<meta property=\"article:published_time\" content=\"2021-07-22T00:55:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-28T21:25:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/news.sap.com\/australia\/files\/2021\/07\/22\/288539_GettyImages-1184819827-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"797\" \/>\n\t<meta property=\"og:image:height\" content=\"437\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dr Nicholas Nicoloudis\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr Nicholas Nicoloudis\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/\"},\"author\":{\"name\":\"Dr Nicholas Nicoloudis\",\"@id\":\"https:\/\/news.sap.com\/australia\/#\/schema\/person\/d0735e7fe1eb4d4b1a9a41bcbde87d42\"},\"headline\":\"How TinyML is powering big ideas across critical industries\",\"datePublished\":\"2021-07-22T00:55:49+00:00\",\"dateModified\":\"2023-09-28T21:25:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/\"},\"wordCount\":141,\"image\":{\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/news.sap.com\/australia\/files\/2021\/07\/22\/288539_GettyImages-1184819827-1.jpg\",\"keywords\":[\"Innovation\",\"Intelligent enterprise\",\"Machine Learning\",\"sustainability\"],\"articleSection\":[\"Technology\"],\"inLanguage\":\"en-AU\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/\",\"url\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/\",\"name\":\"How TinyML is powering big ideas across critical industries - 51风流Australia &amp; New Zealand News Center\",\"isPartOf\":{\"@id\":\"https:\/\/news.sap.com\/australia\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/news.sap.com\/australia\/2021\/07\/22\/how-tinyml-is-powering-big-ideas-across-critical-industries\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/news.sap.com\/australia\/files\/2021\/07\/22\/288539_GettyImages-1184819827-1.jpg\",\"datePublished\":\"2021-07-22T00:55:49+00:00\",\"dateModified\":\"2023-09-28T21:25:25+00:00\",\"author\":{\"@id\":\"https:\/\/news.sap.com\/australia\/#\/schema\/person\/d0735e7fe1eb4d4b1a9a41bcbde87d42\"},\"description\":\"From cars and TVs to lightbulbs and doorbells. 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