{"id":3014,"date":"2020-01-27T14:08:24","date_gmt":"2020-01-27T14:08:24","guid":{"rendered":"https:\/\/www.innovationnewsnetwork.com\/?p=3014"},"modified":"2020-01-27T14:09:43","modified_gmt":"2020-01-27T14:09:43","slug":"cattle-facial-recognition-could-combat-agricultural-fraud","status":"publish","type":"post","link":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/","title":{"rendered":"Cattle facial recognition could combat agricultural fraud"},"content":{"rendered":"<h2>False insurance claims and stolen stock are some of the issues effecting the cattle industry. Start-ups are now using facial recognition and machine learning to tackle these problems.<\/h2>\n<p>A start-up in the dairy industry, <a href=\"http:\/\/www.stellapps.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Stellapps<\/a>, are in the early stages of developing <a href=\"https:\/\/www.innovationnewsnetwork.com\/edge-computing-and-artificial-intelligence-a-new-competitor-for-5g\/670\/\">facial recognition<\/a> systems for cows. According to the company\u2019s co-founder Ranjith Mukunthan, this technology could revolutionise the dairy industry.<\/p>\n<p>Stellapps\u2019s facial recognition system aims to strengthen animal-related digital data for insurance companies, nutrition providers, and financial institutions which offer loans on cattle.<\/p>\n<p>\u201cThe existing ID mechanisms for cattle are either ear-tags or RF (radio frequency) chips\u201d Mukunthan said.<\/p>\n<p>Mukunthan continued: \u201cBoth of these are highly vulnerable for ID theft and manipulation. But this system will significantly bring down manipulation as it documents bovine IDs using facial images, body structure and teeth.\u201d<\/p>\n<p>According to Stellapps: \u201cStellapps\u2019 SmartMoo\u2122 IoT platform acquires data via sensors that are embedded in milking systems, animal wearables, milk chilling equipment and milk procurement peripherals.<\/p>\n<p>\u201cThe data acquired is transmitted to the Stellapps SmartMoo\u2122 Big Data Cloud Service Delivery Platform (SDP) where the Stellapps SmartMoo\u2122 suite of applications analyse and crunch the received data before forwarding the analytics &amp; data science outcome to various stakeholders over low-end and smart mobile devices. The patent-pending hardware and software is designed to scale horizontally across other industry verticals.\u201d<\/p>\n<p>Agricultural technology firm, <a href=\"http:\/\/mooofarm.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Moofarms<\/a>, have begun a project using machine learning to tell the difference between cows. According to the researchers, their algorithm is 95% accurate at distinguishing one cow from another.<\/p>\n<p>\u201cThis technology can help solve the fraudulent claim settlement issue in the cattle insurance sector wherein the farmer claims (sends ear\/ear tag) of an insured cattle, whereas the death has been of uninsured cattle,\u201d Aashna Singh, co-founder, Mooofarm.<\/p>\n<p>In countries that rely greatly on animal agriculture to sustain their economy, this technology is invaluable to the financial security of farmers.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>False insurance claims and stolen stock are some of the issues effecting the cattle industry. Start-ups are now using facial recognition and machine learning to tackle these problems. A start-up in the dairy industry, Stellapps, are in the early stages of developing facial recognition systems for cows. According to the company\u2019s co-founder Ranjith Mukunthan, this [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":3018,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[830],"tags":[570],"acf":[],"yoast_head":"\n<title>Cattle facial recognition could combat agricultural fraud<\/title>\n<meta name=\"description\" content=\"False insurance claims and stolen stock are some of the issue effecting the cattle industry. Start-ups are now using facial recognition to tackle this.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cattle facial recognition could combat agricultural fraud\" \/>\n<meta property=\"og:description\" content=\"False insurance claims and stolen stock are some of the issue effecting the cattle industry. Start-ups are now using facial recognition to tackle this.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\" \/>\n<meta property=\"og:site_name\" content=\"Innovation News Network\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/InnoNewsNetwork\" \/>\n<meta property=\"article:published_time\" content=\"2020-01-27T14:08:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-01-27T14:09:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Caitlin Magee\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@InnoNewsNetwork\" \/>\n<meta name=\"twitter:site\" content=\"@InnoNewsNetwork\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Caitlin Magee\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\"},\"author\":{\"name\":\"Caitlin Magee\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/person\/5186ad57c79ad5162638977775a065d2\"},\"headline\":\"Cattle facial recognition could combat agricultural fraud\",\"datePublished\":\"2020-01-27T14:08:24+00:00\",\"dateModified\":\"2020-01-27T14:09:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\"},\"wordCount\":320,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg\",\"keywords\":[\"Artificial Intelligence\"],\"articleSection\":[\"Technology\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#respond\"]}],\"copyrightYear\":\"2020\",\"copyrightHolder\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\",\"url\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\",\"name\":\"Cattle facial recognition could combat agricultural fraud\",\"isPartOf\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg\",\"datePublished\":\"2020-01-27T14:08:24+00:00\",\"dateModified\":\"2020-01-27T14:09:43+00:00\",\"description\":\"False insurance claims and stolen stock are some of the issue effecting the cattle industry. Start-ups are now using facial recognition to tackle this.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage\",\"url\":\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg\",\"contentUrl\":\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg\",\"width\":1920,\"height\":1080,\"caption\":\"\u00a9 iStock\/FrankvandenBergh\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.innovationnewsnetwork.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cattle facial recognition could combat agricultural fraud\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#website\",\"url\":\"https:\/\/www.innovationnewsnetwork.com\/\",\"name\":\"Innovation News Network\",\"description\":\"Science, Research &amp; Innovation News\",\"publisher\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.innovationnewsnetwork.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#organization\",\"name\":\"Innovation News Network\",\"url\":\"https:\/\/www.innovationnewsnetwork.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2022\/01\/inn-logo-yoast-seo-organisation-1920-1080-001.jpg\",\"contentUrl\":\"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2022\/01\/inn-logo-yoast-seo-organisation-1920-1080-001.jpg\",\"width\":1920,\"height\":1080,\"caption\":\"Innovation News Network\"},\"image\":{\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/InnoNewsNetwork\",\"https:\/\/x.com\/InnoNewsNetwork\",\"https:\/\/www.linkedin.com\/company\/innovation-news-network\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/person\/5186ad57c79ad5162638977775a065d2\",\"name\":\"Caitlin Magee\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9317ff5b599c1691af439d8adbf8433d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9317ff5b599c1691af439d8adbf8433d?s=96&d=mm&r=g\",\"caption\":\"Caitlin Magee\"},\"sameAs\":[\"https:\/\/www.innovationnewsnetwork.com\"],\"url\":\"https:\/\/www.innovationnewsnetwork.com\/author\/caitlinmagee\/\"}]}<\/script>\n","yoast_head_json":{"title":"Cattle facial recognition could combat agricultural fraud","description":"False insurance claims and stolen stock are some of the issue effecting the cattle industry. Start-ups are now using facial recognition to tackle this.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/","og_locale":"en_GB","og_type":"article","og_title":"Cattle facial recognition could combat agricultural fraud","og_description":"False insurance claims and stolen stock are some of the issue effecting the cattle industry. Start-ups are now using facial recognition to tackle this.","og_url":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/","og_site_name":"Innovation News Network","article_publisher":"https:\/\/www.facebook.com\/InnoNewsNetwork","article_published_time":"2020-01-27T14:08:24+00:00","article_modified_time":"2020-01-27T14:09:43+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg","type":"image\/jpeg"}],"author":"Caitlin Magee","twitter_card":"summary_large_image","twitter_creator":"@InnoNewsNetwork","twitter_site":"@InnoNewsNetwork","twitter_misc":{"Written by":"Caitlin Magee","Estimated reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#article","isPartOf":{"@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/"},"author":{"name":"Caitlin Magee","@id":"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/person\/5186ad57c79ad5162638977775a065d2"},"headline":"Cattle facial recognition could combat agricultural fraud","datePublished":"2020-01-27T14:08:24+00:00","dateModified":"2020-01-27T14:09:43+00:00","mainEntityOfPage":{"@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/"},"wordCount":320,"commentCount":0,"publisher":{"@id":"https:\/\/www.innovationnewsnetwork.com\/#organization"},"image":{"@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage"},"thumbnailUrl":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg","keywords":["Artificial Intelligence"],"articleSection":["Technology"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#respond"]}],"copyrightYear":"2020","copyrightHolder":{"@id":"https:\/\/www.innovationnewsnetwork.com\/#organization"}},{"@type":"WebPage","@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/","url":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/","name":"Cattle facial recognition could combat agricultural fraud","isPartOf":{"@id":"https:\/\/www.innovationnewsnetwork.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage"},"image":{"@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage"},"thumbnailUrl":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg","datePublished":"2020-01-27T14:08:24+00:00","dateModified":"2020-01-27T14:09:43+00:00","description":"False insurance claims and stolen stock are some of the issue effecting the cattle industry. Start-ups are now using facial recognition to tackle this.","breadcrumb":{"@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#primaryimage","url":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg","contentUrl":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2020\/01\/cattle-facial-recognition.jpg","width":1920,"height":1080,"caption":"\u00a9 iStock\/FrankvandenBergh"},{"@type":"BreadcrumbList","@id":"https:\/\/www.innovationnewsnetwork.com\/cattle-facial-recognition-could-combat-agricultural-fraud\/3014\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.innovationnewsnetwork.com\/"},{"@type":"ListItem","position":2,"name":"Cattle facial recognition could combat agricultural fraud"}]},{"@type":"WebSite","@id":"https:\/\/www.innovationnewsnetwork.com\/#website","url":"https:\/\/www.innovationnewsnetwork.com\/","name":"Innovation News Network","description":"Science, Research &amp; Innovation News","publisher":{"@id":"https:\/\/www.innovationnewsnetwork.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.innovationnewsnetwork.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/www.innovationnewsnetwork.com\/#organization","name":"Innovation News Network","url":"https:\/\/www.innovationnewsnetwork.com\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2022\/01\/inn-logo-yoast-seo-organisation-1920-1080-001.jpg","contentUrl":"https:\/\/www.innovationnewsnetwork.com\/wp-content\/uploads\/2022\/01\/inn-logo-yoast-seo-organisation-1920-1080-001.jpg","width":1920,"height":1080,"caption":"Innovation News Network"},"image":{"@id":"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/InnoNewsNetwork","https:\/\/x.com\/InnoNewsNetwork","https:\/\/www.linkedin.com\/company\/innovation-news-network\/"]},{"@type":"Person","@id":"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/person\/5186ad57c79ad5162638977775a065d2","name":"Caitlin Magee","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.innovationnewsnetwork.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9317ff5b599c1691af439d8adbf8433d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9317ff5b599c1691af439d8adbf8433d?s=96&d=mm&r=g","caption":"Caitlin Magee"},"sameAs":["https:\/\/www.innovationnewsnetwork.com"],"url":"https:\/\/www.innovationnewsnetwork.com\/author\/caitlinmagee\/"}]}},"publishpress_future_action":{"enabled":false,"date":"2025-02-07 15:56:17","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category"},"_links":{"self":[{"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/posts\/3014"}],"collection":[{"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/comments?post=3014"}],"version-history":[{"count":2,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/posts\/3014\/revisions"}],"predecessor-version":[{"id":3019,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/posts\/3014\/revisions\/3019"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/media\/3018"}],"wp:attachment":[{"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/media?parent=3014"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/categories?post=3014"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.innovationnewsnetwork.com\/wp-json\/wp\/v2\/tags?post=3014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}