{"id":37258,"date":"2019-10-31T22:16:37","date_gmt":"2019-10-31T19:16:37","guid":{"rendered":"https:\/\/prohoster.info\/blog\/ai-pomogaet-izuchat-zhivotnyh-afriki\/"},"modified":"2019-10-31T22:16:37","modified_gmt":"2019-10-31T19:16:37","slug":"ai-pomogaet-izuchat-zhivotnyh-afriki","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/news\/ai-pomogaet-izuchat-zhivotnyh-afriki","title":{"rendered":"AI aitab uurida Aafrika loomi","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"AI aitab uurida Aafrika loomi\" src=\"\/wp-content\/uploads\/2019\/08\/82b43b50b9151dc37248828567759026.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Iga internetiga \u00fchendatud veekeetjast v\u00f5ib kuulda, kuidas tehisintellekt v\u00f5idab e-spordim\u00e4nge, annab vanadele tehnoloogiatele uusi v\u00f5imalusi ja joonistab teie visandi j\u00e4rgi kasse. Kuid sellest, et masin\u00f5pe suudab ka keskkonna eest hoolitseda, r\u00e4\u00e4gitakse harvemini. Cloud4Y otsustas selle puuduj\u00e4\u00e4gi parandada.<\/p>\n<p>R\u00e4\u00e4gime k\u00f5ige huvitavamatest projektidest, mis Aafrikas ellu viiakse.<\/i><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h4>DeepMind j\u00e4lgib Serengeti karju<\/h4>\n<p>\n<img decoding=\"async\" alt=\"AI aitab uurida Aafrika loomi\" src=\"\/wp-content\/uploads\/2019\/08\/88f215edfe1e62e14170b4c784462b42.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nViimase 10 aasta jooksul on bioloogid, \u00f6koloogid ja vabatahtlikud loodusvarade kaitsjad programmi Serengeti L\u00f5vi Uuring raames kogunud ja anal\u00fc\u00fcsinud andmeid sadadelt v\u00e4litcameraid, mis asuvad Serengeti Rahvuspargis (Tansaanias). See on vajalik teatud loomaliikide, kellele ohustab oht, k\u00e4itumise uurimiseks. Teabe t\u00f6\u00f6tlemiseks, uurides demograafiat, liikumisi ja muid loomade aktiivsuse m\u00e4rke, kulutasid vabatahtlikud terve aasta. AI DeepMind teeb seda t\u00f6\u00f6d juba praegu 9 kuu jooksul.<\/p>\n<p>DeepMind on Briti ettev\u00f5te, mis arendab tehisintellekti tehnoloogiaid. 2014. aastal ostis selle Alphabet. Kasutades andmekogumeid<noindex><a rel=\"nofollow\" href=\"https:\/\/www.nature.com\/articles\/sdata201526\"> Snapshot Serengeti<\/a><\/noindex> AI mudeli \u00f5petamiseks saavutas teadusr\u00fchm suurep\u00e4raseid tulemusi: <noindex><a rel=\"nofollow\" href=\"https:\/\/www.deepmind.com\/blog\/article\/using-machine-learning-to-accelerate-ecological-research\">AI DeepMind<\/a><\/noindex> suudab automaatselt avastada, tuvastada ja lugeda Aafrika loomi piltidel, tehes oma t\u00f6\u00f6d 3 kuud kiiremini. Miks see oluline on, selgitavad DeepMindi t\u00f6\u00f6tajad:<\/p>\n<blockquote><p>\u201eSerengeti on \u00fcks viimaseid kohti maailmas, kus asub puutumatu suurte imetajate kogukond... Kuna inimtegevus pargi \u00fcmber intensiivistub, on need liigid sunnitud oma k\u00e4itumist muutma elluj\u00e4\u00e4miseks. Suurenev p\u00f5llumajandus, salak\u00fcttimine ja kliima anomaaliad muutuvad loomade k\u00e4itumises ja populatsioonid\u00fcnaamikas, kuid need muutused toimuvad ruumilistes ja ajastulistes mastaapides, mida on raske j\u00e4lgida traditsiooniliste uurimismeetoditega.\u201c<\/p><\/blockquote>\n<p> Miks on tehisintellekt efektiivsem kui bioloogilised? Sellel on mitu p\u00f5hjust.<\/p>\n<ul>\n<li><b>Kasutatakse rohkem fotosid<\/b>. Alates seadistamisest on v\u00e4li-kaamerad pildistanud sadu miljoneid pilte. K\u00f5iki neist ei ole lihtne tuvastada, mist\u00f5ttu peavad vabatahtlikud k\u00e4sitsi liikide tuvastamiseks kasutama veebit\u00f6\u00f6riista nimega Zooniverse. Andmebaasis on praegu 50 erinevat liiki, kuid andmete t\u00f6\u00f6tlemiseks kulub liiga palju aega. Seet\u00f5ttu ei kasutata k\u00f5iki fotosid.<\/li>\n<li><b>Liikide kiire tuvastamine<\/b>. Ettev\u00f5te v\u00e4idab, et nende eelnevalt koolitatud s\u00fcsteem, mis peagi v\u00e4litingimustes k\u00e4iku l\u00e4heb, suudab t\u00f6\u00f6tada v\u00f5rdselt (v\u00f5i isegi paremini) inimannotaatoreid \u00fcletades, m\u00e4letades ja tunnustades \u00fcle saja loomaliigi, mis elavad selles piirkonnas.<\/li>\n<li><b>Odav varustus<\/b>. AI DeepMind suudab t\u00f5husalt t\u00f6\u00f6tada \"mugava\" varustusega, millel on ebausaldusv\u00e4\u00e4rne interneti\u00fchendus, mis on eriti oluline Aafrika mandril, kus v\u00f5imas arvuti ja kiire interneti\u00fchendus v\u00f5ivad loodusele kahjulikud olla ja rakendamisel \u00fclem\u00e4\u00e4ra kalliks muutuda. Bioloogiline ohutus ja rahalised s\u00e4\u00e4stud on olulised eelised AI jaoks \u00f6koaktivistide seas.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"AI aitab uurida Aafrika loomi\" src=\"\/wp-content\/uploads\/2019\/08\/77260f0edb0af627c89794fe86a9c551.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nOodatakse, et DeepMindi masin\u00f5ppes\u00fcsteem suudab mitte ainult \u00fcksikasjalikult j\u00e4lgida k\u00e4itumist ja populatsiooni jaotust, vaid ka piisavalt kiiresti andmeid pakkuda, et keskkonnaaktivistid saaksid \u00f5igel ajal reageerida Serengeti loomade k\u00e4itumise l\u00fchiajalistele muudatustele.<\/p>\n<h4>Microsoft j\u00e4lgib elevante<\/h4>\n<p>\n<img decoding=\"async\" alt=\"AI aitab uurida Aafrika loomi\" src=\"\/wp-content\/uploads\/2019\/08\/c6d1e9ad1ff62951ab137897a659d48d.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n\u00d5iglasuse nimel tuleb m\u00e4rkida, et DeepMind ei ole ainus ettev\u00f5te, kes on mures haavatavate metsloomade populatsioonide p\u00e4\u00e4stmiseks. Microsoft m\u00e4rgib Santa Cruzis oma idufirmaga <noindex><a rel=\"nofollow\" href=\"http:\/\/conservationmetrics.com\/\">Conservation Metrics<\/a><\/noindex>, mis kasutab AI-d Aafrika savanni elevantide j\u00e4lgimiseks. <\/p>\n<p>Alustav on Elephant Listening Project, mille raames on Cornelli \u00dclikooli laboratoorium v\u00e4lja t\u00f6\u00f6tanud s\u00fcsteemi, mis suudab koguda ja anal\u00fc\u00fcsida andmeid akustilistelt anduritelt, mis on asetatud \u00fcle kogu Nouabale-Ndoki rahvuspargi ja \u00fcmbritsevate metsade alade Kanadas. Tehisintellekt tuvastab salvestistes elevantide h\u00e4\u00e4led \u2013 madalsageduslikud m\u00fcrisevad helid, mida nad kasutavad \u00fcksteisega suhtlemiseks, ning kogub teavet karja suuruse ja liikumise suuna kohta. Conservation Metricsi tegevjuhi Matthew McCowni s\u00f5nul suudab tehisintellekt t\u00e4pselt tuvastada \u00fcksikuid loomi, keda \u00f5hust ei ole v\u00f5imalik n\u00e4ha. <\/p>\n<p>Huvitav on see, et t\u00e4nu sellele projektile on v\u00e4lja t\u00f6\u00f6tatud masin\u00f5ppe algoritm, mis on koolitatud Snapshot Serengetil, mis suudab tuvastada, kirjeldada ja arvestada <noindex><a rel=\"nofollow\" href=\"https:\/\/www.pnas.org\/content\/115\/25\/E5716\">loodust<\/a><\/noindex> 96,6% t\u00e4psusega.<\/p>\n<h4>TrailGuard Resolve aitab hoiatada jahimeestest<\/h4>\n<p>\n<center><div class=\"youtube-placeholder\" data-id=\"yYY0Jg0qGH0\" onclick=\"loadVideo(this)\">\r\n        <img decoding=\"async\" src=\"https:\/\/img.youtube.com\/vi\/yYY0Jg0qGH0\/hqdefault.jpg\" alt=\"M\u00e4ngi videot\" loading=\"lazy\" width=\"480\" height=\"360\" style=\"width:100%;height:auto;\">\r\n        <div class=\"play-button\"><\/div>\r\n    <\/div><\/center><br \/>\nNutikaamera, mis p\u00f5hineb Intelil, kasutab AI-d, et kaitsta Aafrika ohustatud liikide loomi salak\u00fcttide eest. Selle s\u00fcsteemi erip\u00e4ra on, et see hoiatab seadusvastaste loomareidide katsetest ette. <\/p>\n<p>Rahvuspargi territooriumil paiknevad kaamerad kasutavad Intel arvutin\u00e4gemise protsessorit (Movidius Myriad 2), mis suudab reaalajas tuvastada loomi, inimesi ja s\u00f5idukeid, mis v\u00f5imaldab pargi valvuritel kinni p\u00fc\u00fcda salak\u00fctid enne, kui nad kuritegevust toime panevad.<\/p>\n<p>Uus tehnoloogia, mille on v\u00e4lja t\u00f6\u00f6tanud Resolve, lubab olla t\u00f5husam kui tavap\u00e4rased tuvastamisandurid. Antij\u00e4lgimiskaamerad saadavad teateid iga kord, kui nad tuvastavad liikumise, mis p\u00f5hjustab paljusid valeh\u00e4ireid ning piirab aku kasutusiga neljale n\u00e4dalale. TrailGuard kaamera kasutab liikumist ainult kaamera \u00e4ratamiseks ja saadab teateid ainult siis, kui n\u00e4eb kaadris inimesi. See t\u00e4hendab, et valeh\u00e4ireid on oluliselt v\u00e4hem. <\/p>\n<p>Lisaks ei tarbi Resolve kaamera praktiliselt energiakulu ootere\u017eiimis ja selle t\u00f6\u00f6aeg ilma laadimiseta v\u00f5ib olla kuni poolteist aastat. Teisis\u00f5nu, pargipersonal ei pea enam nii sageli oma ohutuse nimel riske v\u00f5tma. Isegi kaamera suurus on pliiatsi m\u00f5\u00f5tu, mis v\u00e4hendab selle avastamise t\u00f5en\u00e4osust piraatide poolt.<\/p>\n<p><b>Millest veel huvitavat lugeda blogis <noindex><a rel=\"nofollow\" href=\"https:\/\/www.cloud4y.ru\/?utm_source=habr&amp;utm_medium=referral&amp;utm_campaign=article\">Cloud4Y<\/a><\/noindex><\/b><\/p>\n<p>\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/460627\/\">vGPU - kasutamine pole lubatud<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/cloud4y\/blog\/461697\/\">\u00d5lleintellekt \u2014 AI leiutab \u00f5lut<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/461713\/\">4 viisi, kuidas pilve varundamisel raha s\u00e4\u00e4sta<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/462151\/\">5 parimat Kubernetes'i distributsiooni<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/460129\/\">Robotid ja maasikad: kuidas AI t\u00f5stab p\u00f5ldude saaki<\/a><\/noindex><\/p>\n<p>Telli meie <noindex><a rel=\"nofollow\" href=\"https:\/\/t.me\/cloud4y\">Telegram<\/a><\/noindex>-kanal, et mitte j\u00e4\u00e4da ilma j\u00e4rgmise artikli lugemisest! Kirjutame mitte sagedamini kui kaks korda n\u00e4dalas ja ainult olulistel teemadel.<br \/>\n<br \/>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/cloud4y\/blog\/464155\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0418\u0437 \u043b\u044e\u0431\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0447\u0430\u0439\u043d\u0438\u043a\u0430, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d\u043d\u043e\u0433\u043e \u043a \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0443, \u043c\u043e\u0436\u043d\u043e \u0443\u0441\u043b\u044b\u0448\u0430\u0442\u044c \u043f\u0440\u043e \u0442\u043e, \u043a\u0430\u043a \u0418\u0418 \u0432\u044b\u0438\u0433\u0440\u044b\u0432\u0430\u0435\u0442 \u0443 \u043a\u0438\u0431\u0435\u0440\u0441\u043f\u043e\u0440\u0442\u0441\u043c\u0435\u043d\u043e\u0432, \u0434\u0430\u0440\u0438\u0442 \u043d\u043e\u0432\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0442\u0430\u0440\u044b\u043c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043c \u0438 \u0440\u0438\u0441\u0443\u0435\u0442 \u043a\u043e\u0442\u0438\u043a\u043e\u0432 \u043f\u043e \u0432\u0430\u0448\u0435\u043c\u0443 \u043d\u0430\u0431\u0440\u043e\u0441\u043a\u0443. \u0410 \u0432\u043e\u0442 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u043c\u0430\u0448\u0438\u043d\u043d\u044b\u0439 \u0440\u0430\u0437\u0443\u043c \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u0442 \u0435\u0449\u0451 \u0438 \u0437\u0430\u0431\u043e\u0442\u0438\u0442\u044c\u0441\u044f \u043e\u0431 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u0435, \u0433\u043e\u0432\u043e\u0440\u044f\u0442 \u0440\u0435\u0436\u0435. Cloud4Y \u0440\u0435\u0448\u0438\u043b \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u044d\u0442\u043e \u0443\u043f\u0443\u0449\u0435\u043d\u0438\u0435. \u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0442\u0441\u044f \u0432 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":27944,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-37258","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0418\u0437 \u043b\u044e\u0431\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0447\u0430\u0439\u043d\u0438\u043a\u0430, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d\u043d\u043e\u0433\u043e \u043a \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0443.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/et\/blog\/news\/ai-pomogaet-izuchat-zhivotnyh-afriki\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"et_EE\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47AI \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0438\u0437\u0443\u0447\u0430\u0442\u044c \u0436\u0438\u0432\u043e\u0442\u043d\u044b\u0445 \u0410\u0444\u0440\u0438\u043a\u0438 | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0418\u0437 \u043b\u044e\u0431\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0447\u0430\u0439\u043d\u0438\u043a\u0430, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d\u043d\u043e\u0433\u043e \u043a \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0443.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/et\/blog\/news\/ai-pomogaet-izuchat-zhivotnyh-afriki\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2019-10-31T19:16:37+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2019-10-31T19:16:37+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47AI aitab uurida Aafrika loomi | ProHoster","description":"Mistahes veekeetjast, mis on \u00fchendatud internetiga.","canonical_url":"https:\/\/prohoster.info\/et\/blog\/news\/ai-pomogaet-izuchat-zhivotnyh-afriki","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47AI \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0438\u0437\u0443\u0447\u0430\u0442\u044c \u0436\u0438\u0432\u043e\u0442\u043d\u044b\u0445 \u0410\u0444\u0440\u0438\u043a\u0438 | ProHoster","og:description":"\u0418\u0437 \u043b\u044e\u0431\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0447\u0430\u0439\u043d\u0438\u043a\u0430, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d\u043d\u043e\u0433\u043e \u043a \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0443.","og:url":"https:\/\/prohoster.info\/et\/blog\/news\/ai-pomogaet-izuchat-zhivotnyh-afriki","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:16:37+00:00","article:modified_time":"2019-10-31T19:16:37+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"37258","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-23 16:58:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 01:30:01","updated":"2026-01-23 16:58:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/37258","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/comments?post=37258"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/37258\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media\/27944"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media?parent=37258"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/categories?post=37258"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/tags?post=37258"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}