{"id":4112,"date":"2020-12-09T02:43:12","date_gmt":"2020-12-09T02:43:12","guid":{"rendered":"https:\/\/techclot.com\/index.php\/2020\/12\/09\/artificial-intelligence-guided-shark-detection-drones-are-the-next-step-in-beach-safety\/"},"modified":"2020-12-09T02:43:12","modified_gmt":"2020-12-09T02:43:12","slug":"artificial-intelligence-guided-shark-detection-drones-are-the-next-step-in-beach-safety","status":"publish","type":"post","link":"https:\/\/techclot.com\/index.php\/2020\/12\/09\/artificial-intelligence-guided-shark-detection-drones-are-the-next-step-in-beach-safety\/","title":{"rendered":"Artificial intelligence-guided shark detection drones are the next step in beach safety"},"content":{"rendered":"<p><a href=\"https:\/\/www.google.com\/url?rct=j&#038;sa=t&#038;url=https:\/\/www.abc.net.au\/news\/2020-12-08\/drone-technology-moves-closer-to-autonomous-shark-detection\/12961530&#038;ct=ga&#038;cd=CAIyHDkyYmU1MGQ5NjY1NjYxZTA6Y28udWs6ZW46R0I&#038;usg=AFQjCNE9pRKXuBBp8J1hGW4YCt__DXDCqg\">Artificial intelligence-guided shark detection drones are the next step in beach safety<\/a><\/p>\n<p><p class=\"_1HzXw\">Surfers know they share the waters they love with sharks, but technology may soon offer some added protection from a possible encounter.<\/p>\n<section class=\"vB11C _1tnlo _1w6Cw _1pc-9 _2EbnQ\" role=\"contentinfo\" aria-label=\"key points\" data-component=\"KeyPoints\">\n<h2 class=\"_3mduI _2gTdF _1deB8 jwLlj _1O6ck _1GKnS _2o9MN _1-RZJ\" data-component=\"Heading\">Key points:<\/h2>\n<ul class=\"W8pqX\" data-component=\"List\" role=\"list\">\n<li class data-component=\"ListItem\"><span class=\"XoNws _1Hwjq\"><\/span>Autonomous drones don&#8217;t require a line-of-sight operator<\/li>\n<li class data-component=\"ListItem\"><span class=\"XoNws _1Hwjq\"><\/span>Technology is almost at a point where sharks can be reliably detected and identified in real-time from drones using artificial intelligence<\/li>\n<li class data-component=\"ListItem\"><span class=\"XoNws _1Hwjq\"><\/span>Autonomous surveillance would allow drones to patrol for longer periods over longer stretches of coastline<\/li>\n<\/ul>\n<\/section>\n<p class=\"_1HzXw\">According to Southern Cross University researcher Andrew Colefax, the day is nearing that autonomous drones \u2014 which do not require a line-of-sight operator \u2014 will be able to offer shark detection at any point along the coastline.<\/p>\n<aside class=\"_1w6Cw _1pc-9 _2b4MK\" data-component=\"Pullquote\" readability=\"1.5\">\n<blockquote class=\"_3imm8\" readability=\"6\">\n<p class=\"_1HzXw\">&#8220;I feel like that&#8217;s around the corner,&#8221; Dr Colefax said.<\/p>\n<\/blockquote>\n<\/aside>\n<p class=\"_1HzXw\">He has spent four years of intense research and development in the field of drones and shark detection, and said artificial intelligence (AI) and machine learning will be a game changer on beaches in the near future.<\/p>\n<p class=\"_1HzXw\">&#8220;There is continual research in this method to make it more reliable and provide a better level of safety,&#8221; Dr Colefax said.<\/p>\n<figure class=\"_2w-Eq _1w6Cw _1pc-9 _357jP\" role=\"group\" data-print=\"inline-media\" aria-labelledby=\"dls-id-947086\" data-component=\"Figure\" id=\"12961024\">\n<div class=\"_3L4rN\" data-component=\"IntersectionObserver\">\n<div class=\"lt7xz\" data-component=\"AspectRatioContainer\"><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"Southern Cross University researcher Dr Andrew Colefax with a drone\" data-src=\"https:\/\/i0.wp.com\/www.abc.net.au\/cm\/rimage\/12961018-3x2-xlarge.jpg?w=640&#038;ssl=1\" class=\"_1MKdo _3lrlT lazyload\" data-component=\"Image\" data-nojs=\"true\" data-sizes=\"100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\"><noscript><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"Southern Cross University researcher Dr Andrew Colefax with a drone\" src=\"https:\/\/i0.wp.com\/www.abc.net.au\/cm\/rimage\/12961018-3x2-xlarge.jpg?w=640&#038;ssl=1\" class=\"_1MKdo _3lrlT\" sizes=\"100vw\" data-component=\"Image\"><\/noscript><\/div>\n<\/div><figcaption class=\"_21SmZ _3_Aqg _1hGzz _1-RZJ P8HGV _2FwWh\" id=\"dls-id-947086\" data-component=\"Figure__figcaption\"> <!-- -->Dr Colefax said autonomous shark-detecting drones could patrol for longer periods and over longer stretches of coastline without an operator.<cite class=\"_21SmZ _3_Aqg _1hGzz _1-RZJ P8HGV _16dJg\" data-component=\"Figure__cite\">(<!-- -->Supplied: Southern Cross University<!-- -->)<\/cite><\/figcaption><\/figure>\n<p class=\"_1HzXw\"><a class=\"_2f8qj FQVx7 _2tPjN _1QHxY\" href=\"https:\/\/www.abc.net.au\/news\/2020-07-01\/nsw-government-new-shark-strategy-more-drones-no-helicopters\/12409452\" data-component=\"ContentLink\">Drones are operating on many popular swimming beaches across the state<\/a> under a Surf Life Saving NSW and State Government program, however they require a pilot to operate them within the line of sight.<\/p>\n<aside class=\"_1w6Cw _1pc-9 _2b4MK\" data-component=\"Pullquote\" readability=\"2\">\n<blockquote class=\"_3imm8\" readability=\"7\">\n<p class=\"_1HzXw\">&#8220;It does limit them a little bit to the area that they can cover and having to rely on a pilot means it can be considered \u2026 a bit resource intensive,&#8221; he said.<\/p>\n<\/blockquote>\n<\/aside>\n<p class=\"_1HzXw\">Dr Colefax said another limitation was piloted drones under use were subject to a surf club&#8217;s hours of operation and tend to operate only the vicinity of surf clubs, which leaves surfers vulnerable.<\/p>\n<p class=\"_1HzXw\">&#8220;The majority of shark encounters tend to involve board riders rather than swimmers, so it&#8217;s important that we develop technology with the intention to provide surveillance beyond the red and yellow flags and hours of beach patrols,&#8221; he said.<\/p>\n<figure class=\"_2w-Eq _1w6Cw _1pc-9 _357jP\" role=\"group\" data-print=\"inline-media\" aria-labelledby=\"dls-id-947087\" data-component=\"Figure\">\n<div class=\"_1-ysJ H5GsE\" data-component=\"Player\" title=\"Surfer Matt Wilkinson has a near miss with a shark in Ballina\"><span class=\"_1gVuJ\" data-component=\"ScreenReaderOnly\">Space to play or pause, M to mute, left and right arrows to seek, up and down arrows for volume.<\/span><button class=\"_27aIt _39hwe\" data-component=\"PlayerButton\" aria-label=\"Play Video. Duration: 35 seconds\"><\/p>\n<div class=\"hRxJw _1-lYp\"><svg class=\"_3eobi _1cErb\" viewBox=\"0 0 24 24\" focusable=\"false\" width=\"24\" height=\"24\" data-component=\"Icon\" aria-hidden=\"true\"><use xlink:href=\"\/news-web\/assets\/icons-20200817.svg#dls-icon-play\" \/><\/svg><span class=\"sm9ca\">Watch<\/span><\/p>\n<div class=\"_3Pr5Q\" data-component=\"MediaDuration\"><span class=\"_1gVuJ\" data-component=\"ScreenReaderOnly\">Duration: 35 seconds<\/span><time class=\"_21SmZ _1deB8 _2Nyle _1-RZJ\" data-component=\"Typography\" aria-hidden=\"true\">35<abbr title=\"seconds\">s<\/abbr><\/time><\/div>\n<\/div>\n<p><\/button><\/p>\n<div class=\"_2AJgF\">\n<div class=\"_3L4rN\" data-component=\"IntersectionObserver\">\n<div class=\"lt7xz\" data-component=\"AspectRatioContainer\"><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"Play Video. Duration: 35 seconds\" data-src=\"https:\/\/i0.wp.com\/www.abc.net.au\/cm\/rimage\/12741214-16x9-xlarge.jpg?w=640&#038;ssl=1\" class=\"_1MKdo _3lrlT lazyload\" data-component=\"Image\" data-nojs=\"true\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\"><noscript><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"Play Video. Duration: 35 seconds\" src=\"https:\/\/i0.wp.com\/www.abc.net.au\/cm\/rimage\/12741214-16x9-xlarge.jpg?w=640&#038;ssl=1\" class=\"_1MKdo _3lrlT\" data-component=\"Image\"><\/noscript><\/div>\n<\/div>\n<p><noscript><video controls data-nojs=\"true\" class=\"_1-ysJ _2peyK\" poster=\"https:\/\/www.abc.net.au\/cm\/rimage\/12741214-16x9-xlarge.jpg?v=2\"><source src=\"https:\/\/abcmedia.akamaized.net\/news\/video\/202010\/CNs_WilkoShark_0710_1000k.mp4\" type=\"video\/mp4\"><\/video><\/noscript><\/div>\n<\/div><figcaption class=\"_21SmZ _3_Aqg _1hGzz _1-RZJ P8HGV _2FwWh\" id=\"dls-id-947087\" data-component=\"Figure__figcaption\"> <!-- -->Surfer Matt Wilkinson has a near miss with a shark in Ballina<\/figcaption><\/figure>\n<h2 class=\"NVRkN _38pgX _1deB8 jwLlj hsTMN _1GKnS _2o9MN _1-RZJ\" data-component=\"Heading\">Sharing the skies<\/h2>\n<p class=\"_1HzXw\">Autonomous shark detecting drones could patrol for longer periods of time and over longer stretches of coastline without requiring a line-of-sight operator, but roadblocks to the technology remain.<\/p>\n<p class=\"_1HzXw\">&#8220;We need that AI to be able to pick up and reliably distinguish one animal from another, or one shark that might be a threat to public safety versus another that is no cause for alarm,&#8221; Dr Colefax said.<\/p>\n<figure class=\"_2w-Eq _1w6Cw _1pc-9 _2EbnQ\" role=\"group\" data-print=\"inline-media\" aria-labelledby=\"dls-id-947088\" data-component=\"Figure\" id=\"12961062\">\n<div class=\"_3L4rN\" data-component=\"IntersectionObserver\">\n<div class=\"lt7xz\" data-component=\"AspectRatioContainer\"><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"A shark photographed from directly overhead by a drone.\" data-src=\"https:\/\/i0.wp.com\/www.abc.net.au\/cm\/rimage\/12961056-3x2-xlarge.jpg?w=640&#038;ssl=1\" class=\"_1MKdo _3lrlT lazyload\" data-component=\"Image\" data-nojs=\"true\" data-sizes=\"100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\"><noscript><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"A shark photographed from directly overhead by a drone.\" src=\"https:\/\/i0.wp.com\/www.abc.net.au\/cm\/rimage\/12961056-3x2-xlarge.jpg?w=640&#038;ssl=1\" class=\"_1MKdo _3lrlT\" sizes=\"100vw\" data-component=\"Image\"><\/noscript><\/div>\n<\/div><figcaption class=\"_21SmZ _3_Aqg _1hGzz _1-RZJ P8HGV _2FwWh\" id=\"dls-id-947088\" data-component=\"Figure__figcaption\"> <!-- -->CASA said extensive testing of autonomous shark detection drones would be needed before being approved for flight.<cite class=\"_21SmZ _3_Aqg _1hGzz _1-RZJ P8HGV _16dJg\" data-component=\"Figure__cite\">(<!-- -->Supplied: NSW DPI, Southern Cross University<!-- -->)<\/cite><\/figcaption><\/figure>\n<p class=\"_1HzXw\">Air safety regulations are another issue.<\/p>\n<p class=\"_1HzXw\">&#8220;Drones share the airspace with manned aircraft and so when you talk complete automation it needs to be reliable,&#8221; he said.<\/p>\n<aside class=\"_1w6Cw _1pc-9 _2b4MK\" data-component=\"Pullquote\" readability=\"2\">\n<blockquote class=\"_3imm8\" readability=\"7\">\n<p class=\"_1HzXw\">&#8220;I think what&#8217;s missing is a bit of traffic management development. Aircraft [need to be] able to monitor what drones are in the air, where [they are] and vice versa.&#8221;<\/p>\n<\/blockquote>\n<\/aside>\n<h2 class=\"NVRkN _38pgX _1deB8 jwLlj hsTMN _1GKnS _2o9MN _1-RZJ\" data-component=\"Heading\">Authorities keep &#8216;open mind&#8217;<\/h2>\n<p class=\"_1HzXw\">Drone systems are not new to the Australian aviation landscape. Semi-autonomous drone home deliveries of food and other goods have operated in Canberra and parts of Brisbane for many years.<\/p>\n<p class=\"_1HzXw\">Spokesperson for the Civil Aviation Safety Authority (CASA), Peter Gibson, said thousands of hours of stringent tests would be required to permit a more autonomous drone system to patrol the coastline.<\/p>\n<aside class=\"_1w6Cw _1pc-9 _2b4MK\" data-component=\"Pullquote\" readability=\"2\">\n<blockquote class=\"_3imm8\" readability=\"7\">\n<p class=\"_1HzXw\">&#8220;We are certainly not keen seeing autonomous drones flying directly over people at beaches,&#8221; Mr Gibson said. <\/p>\n<\/blockquote>\n<\/aside>\n<aside class=\"_1w6Cw _1pc-9 _3Jwam\" data-print=\"inline-media\" data-component=\"LegacyWysiwyg\">\n<h2 class=\"_3mduI _2gTdF _1deB8 jwLlj _1O6ck _1GKnS _2o9MN _1-RZJ\" data-component=\"Heading\">Find more local news<\/h2>\n<\/aside>\n<p class=\"_1HzXw\">He said the risk of a drone falling out of the sky and injuring a swimmer in the water or on the sand was the biggest risk.<\/p>\n<p class=\"_1HzXw\">But Mr Gibson said CASA had an &#8220;open mind&#8221; and will continue to work with universities like SCU to ensure public safety as drone technology advances.<\/p>\n<p class=\"_1HzXw\">&#8220;There&#8217;s lots of things that need to be done in terms of meeting the safety standards, but it certainly is possible having autonomous drones flying,&#8221; Mr Gibson said.<\/p>\n<p class=\"_1HzXw\">&#8220;We expect it will happen more into the future.&#8221;<\/p>\n<\/p>\n<p>Published at Tue, 08 Dec 2020 04:59:06 +0000<\/p>\n<p><a href=\"https:\/\/www.google.com\/url?rct=j&#038;sa=t&#038;url=https:\/\/astanatimes.com\/2020\/12\/kazakh-president-tokayev-addresses-artificial-intelligence-conference-together-with-russian-president-putin\/&#038;ct=ga&#038;cd=CAIyHDkyYmU1MGQ5NjY1NjYxZTA6Y28udWs6ZW46R0I&#038;usg=AFQjCNHvk9o0cxGMNf2NpyNhDrLcFOZVhA\">Kazakh President Tokayev Addresses Artificial Intelligence Conference Together With Russian &#8230;<\/a><\/p>\n<p><p><span>NUR-SULTAN \u2013 Kazakh President Kassym-Jomart Tokayev participated in the Artificial Intelligence Journey conference that gathered o<\/span><span>ver 28,000 participants from over 90 countries Dec. 3-5, Akorda reported.&nbsp;<\/span><\/p>\n<div id=\"attachment_45994\" class=\"wp-caption alignnone\" readability=\"32\"><img data-recalc-dims=\"1\" decoding=\"async\" aria-describedby=\"caption-attachment-45994\" class=\"size-full wp-image-45994 lazyload\" data-src=\"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2020\/12\/CvTFG8.jpg?resize=640%2C259&#038;ssl=1\" alt width=\"640\" height=\"259\" data-srcset=\"https:\/\/techclot.com\/wp-content\/uploads\/2020\/12\/CvTFG8.jpg 2560w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-300x121.jpg 300w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-700x283.jpg 700w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-768x311.jpg 768w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-1536x621.jpg 1536w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-2048x828.jpg 2048w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-800x324.jpg 800w, https:\/\/astanatimes.com\/wp-content\/uploads\/2020\/12\/f39717fb1c42204c0365ab9f4700fb39-2-1320x534.jpg 1320w\" data-sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 640px; --smush-placeholder-aspect-ratio: 640\/259;\"><\/p>\n<p id=\"caption-attachment-45994\" class=\"wp-caption-text\">During the meeting. Photo credit: Akorda press service<\/p>\n<\/div>\n<p><span>Artificial Intelligence Journey is a series of events focusing on artificial intelligence and data analysis and hosted by international companies, including Russian ones, working in AI technology development and application.&nbsp;<\/span><\/p>\n<p><span>Addressing the session \u201cArtificial Intelligence: Responsible Attitude Towards the Future\u201d also attended by the Russian President, Tokayev said the world already lives in the age of artificial intelligence, machine learning and neural networks permeating different areas, including economics, security, medicine and politics. All people were quick to realize this after the coronavirus outbreak.<\/span><\/p>\n<p><span>\u201cThis is a new world where new technologies lead us fast. What it will end up like, beautiful or frightening, what future we will leave to future generations depends on our common efforts, the efforts of engineers, IT specialists, economists and most importantly, politicians,\u201d said Tokayev.<\/span><\/p>\n<p><span>He noted the positive impact of artificial intelligence in healthcare, where AI-driven technologies can diagnose diseases and determine the outbreak of dangerous infections 18 months in advance allowing healthcare systems to prepare for such situations.<\/span><\/p>\n<p><span>Tokayev said the development of artificial intelligence and big data analysis is one of the main development priorities for Kazakhstan. It is important for geographically large countries to minimize the digital divide within the country, he added, noting the importance of a digital agglomeration.<\/span><\/p>\n<p><span>He also told the virtual gathering about Kazakhstan\u2019s experience in incorporating digital technologies and expressed interest in applying information technologies to improve the public administration system and the quality of public policies as well as the role of digitalization and big data analysis in the formation and effective implementation of public policies.<\/span><\/p>\n<p><span>Kazakhstan is currently working to introduce a Data Driven Government that will entail completely new approaches to real-time collecting and processing of big data.&nbsp;<\/span><\/p>\n<p><span>He also spoke about the new Institute of Smart Systems and Artificial Intelligence established at Nazarbayev University, the country\u2019s leading Western-style university, that will create a national artificial intelligence cluster with its own laboratory, data processing research center and artificial intelligence development science park in partnership with the World Bank<\/span><\/p>\n<p><span>The use of digital technologies, however, is not an end goal, but a tool to improve the lives of people and the business environment.&nbsp;<\/span><\/p>\n<p><span>\u201cThe state must work like a machine, that is true. But a listening state and its civil servants must have empathy, and spend more resources on interacting with citizens,\u201d said Tokayev.<\/span><\/p>\n<p><span>Tokayev also emphasized the risks in the development and introduction of artificial intelligence, including personal data protection. He also said artificial intelligence can be used in conflicts and future geopolitical confrontations.<\/span><\/p>\n<p><span>He suggested adopting a memorandum that will prohibit the use of artificial intelligence technologies to the detriment of a person and violation of his or her rights. The document, he noted, will become a moral and ethical pact for a person and a mandatory requirement for artificial intelligence and its developers.<\/span><\/p>\n<p><span>\u201cOur task is to create measures to prevent such negative impacts. But as paradoxical as it may sound, the success of the new era will depend on the level of humanity that we will put into these new technologies. The thinking processes of machines and robots must develop in a constructive direction,\u201d said Tokayev.<\/span><\/p>\n<\/p>\n<p>Published at Tue, 08 Dec 2020 04:52:30 +0000<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence-guided shark detection drones are the next step in beach safety Surfers know they&#8230;<\/p>\n","protected":false},"author":3,"featured_media":4113,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-4112","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2020\/12\/12961056-3x2-xlarge.jpg?fit=862%2C575&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p3orZX-14k","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts\/4112","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/comments?post=4112"}],"version-history":[{"count":0,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts\/4112\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/media\/4113"}],"wp:attachment":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/media?parent=4112"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/categories?post=4112"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/tags?post=4112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}