{"id":422,"date":"2022-07-05T21:26:00","date_gmt":"2022-07-05T21:26:00","guid":{"rendered":"https:\/\/artigonews.com\/?p=422"},"modified":"2026-03-04T21:28:30","modified_gmt":"2026-03-04T21:28:30","slug":"fungovani-rozpoznavani-obliceje-v-mobilnich-zarizenich","status":"publish","type":"post","link":"https:\/\/artigonews.com\/cs\/o-funcionamento-por-tras-do-reconhecimento-facial-em-dispositivos-moveis\/","title":{"rendered":"Fungov\u00e1n\u00ed rozpozn\u00e1v\u00e1n\u00ed obli\u010deje na mobiln\u00edch za\u0159\u00edzen\u00edch."},"content":{"rendered":"<p class=\"wp-block-paragraph\">Rozpozn\u00e1v\u00e1n\u00ed obli\u010deje se stalo jednou z nejobl\u00edben\u011bj\u0161\u00edch forem ov\u011b\u0159ov\u00e1n\u00ed na mobiln\u00edch za\u0159\u00edzen\u00edch. Mnoho chytr\u00fdch telefon\u016f pou\u017e\u00edv\u00e1 tuto technologii k odem\u010den\u00ed za\u0159\u00edzen\u00ed, autorizaci plateb nebo p\u0159\u00edstupu k chr\u00e1n\u011bn\u00fdm aplikac\u00edm. Pro u\u017eivatele se proces zd\u00e1 jednoduch\u00fd: sta\u010d\u00ed se pod\u00edvat na telefon a b\u011bhem n\u011bkolika sekund je odem\u010den.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Za touto snadnost\u00ed pou\u017eit\u00ed se skr\u00fdv\u00e1 komplexn\u00ed sada technologi\u00ed, kter\u00e9 kombinuj\u00ed senzory, zpracov\u00e1n\u00ed obrazu a pokro\u010dil\u00e9 algoritmy um\u011bl\u00e9 inteligence. Tyto syst\u00e9my analyzuj\u00ed jedine\u010dn\u00e9 charakteristiky lidsk\u00e9ho obli\u010deje a transformuj\u00ed je do digit\u00e1ln\u00edch dat schopn\u00fdch p\u0159esn\u011b identifikovat u\u017eivatele.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Po\u010d\u00e1te\u010dn\u00ed zachycen\u00ed obrazu obli\u010deje.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Prvn\u00edm krokem v rozpozn\u00e1v\u00e1n\u00ed obli\u010deje je zachycen\u00ed obrazu obli\u010deje u\u017eivatele.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">K tomu obvykle doch\u00e1z\u00ed, kdy\u017e u\u017eivatel funkci nastavuje poprv\u00e9. P\u0159edn\u00ed fotoapar\u00e1t telefonu zaznamen\u00e1v\u00e1 obli\u010dej z r\u016fzn\u00fdch \u00fahl\u016f a vytv\u00e1\u0159\u00ed tak digit\u00e1ln\u00ed model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato \u0161ablona slou\u017e\u00ed jako reference pro budouc\u00ed ov\u011b\u0159ov\u00e1n\u00ed toto\u017enosti.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Transformace tv\u00e1\u0159\u00ed do digit\u00e1ln\u00edch dat<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Po po\u0159\u00edzen\u00ed obrazu syst\u00e9m transformuje rysy obli\u010deje do matematick\u00fdch dat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmus identifikuje specifick\u00e9 body na obli\u010deji, jako je vzd\u00e1lenost mezi o\u010dima, tvar nosu, obrys \u010delisti a poloha \u00fast.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tyto charakteristiky tvo\u0159\u00ed jedine\u010dnou sadu m\u011b\u0159en\u00ed zvanou \u201cmapa obli\u010deje\u201d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Vytvo\u0159en\u00ed biometrick\u00e9ho modelu<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Na z\u00e1klad\u011b t\u011bchto identifikovan\u00fdch bod\u016f syst\u00e9m vytvo\u0159\u00ed biometrick\u00fd model obli\u010deje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento model nen\u00ed jednoduch\u00e1 fotografie. M\u00edsto toho reprezentuje obli\u010dej jako soubor matematick\u00fdch informac\u00ed, kter\u00e9 popisuj\u00ed jeho strukturu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To zvy\u0161uje bezpe\u010dnost, proto\u017ee syst\u00e9m nemus\u00ed ukl\u00e1dat kompletn\u00ed sn\u00edmky obli\u010deje.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bezpe\u010dn\u00e9 ukl\u00e1d\u00e1n\u00ed dat<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Biometrick\u00e9 \u00fadaje jsou obvykle ulo\u017eeny v chr\u00e1n\u011bn\u00e9 oblasti za\u0159\u00edzen\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mnoho mobiln\u00edch telefon\u016f pou\u017e\u00edv\u00e1 k ukl\u00e1d\u00e1n\u00ed t\u011bchto informac\u00ed zabezpe\u010den\u00fd prostor v hardwaru. To br\u00e1n\u00ed b\u011b\u017en\u00fdm aplikac\u00edm nebo extern\u00edm syst\u00e9m\u016fm v p\u0159\u00edstupu k dat\u016fm o obli\u010deji.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Toto chr\u00e1n\u011bn\u00e9 \u00falo\u017ei\u0161t\u011b pom\u00e1h\u00e1 chr\u00e1nit soukrom\u00ed u\u017eivatel\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Proces ov\u011b\u0159en\u00ed obli\u010deje<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kdy\u017e se u\u017eivatel pokus\u00ed telefon odemknout, p\u0159edn\u00ed fotoapar\u00e1t po\u0159\u00edd\u00ed nov\u00fd sn\u00edmek.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Syst\u00e9m pot\u00e9 tento sn\u00edmek analyzuje a znovu extrahuje charakteristick\u00e9 body obli\u010deje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmus pot\u00e9 porovn\u00e1 tyto informace s ulo\u017eenou biometrickou \u0161ablonou.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Porovn\u00e1n\u00ed dat obli\u010deje<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmus vypo\u010d\u00edt\u00e1v\u00e1 stupe\u0148 podobnosti mezi zachycen\u00fdm obli\u010dejem a registrovan\u00fdm modelem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokud shoda p\u0159ekro\u010d\u00ed ur\u010ditou \u00farove\u0148 spolehlivosti, syst\u00e9m pova\u017euje identitu za potvrzenou.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Jinak je odem\u010den\u00ed zam\u00edtnuto.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Vyu\u017eit\u00ed um\u011bl\u00e9 inteligence<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">V tomto procesu hraje kl\u00ed\u010dovou roli um\u011bl\u00e1 inteligence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modely strojov\u00e9ho u\u010den\u00ed jsou tr\u00e9nov\u00e1ny k rozpozn\u00e1v\u00e1n\u00ed obli\u010dej\u016f s v\u011bt\u0161\u00ed p\u0159esnost\u00ed. Jsou schopny identifikovat slo\u017eit\u00e9 vzory, kter\u00e9 odli\u0161uj\u00ed jeden obli\u010dej od druh\u00e9ho.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Toto \u0161kolen\u00ed umo\u017e\u0148uje, aby se syst\u00e9my staly st\u00e1le efektivn\u011bj\u0161\u00edmi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rozpozn\u00e1v\u00e1n\u00ed v r\u016fzn\u00fdch sv\u011bteln\u00fdch podm\u00ednk\u00e1ch<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Jednou z v\u00fdzev rozpozn\u00e1v\u00e1n\u00ed obli\u010deje je, \u017ee funguje v prost\u0159ed\u00ed s prom\u011bnliv\u00fdm osv\u011btlen\u00edm.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">K vy\u0159e\u0161en\u00ed tohoto probl\u00e9mu syst\u00e9my pou\u017e\u00edvaj\u00ed algoritmy schopn\u00e9 automaticky upravovat jas, kontrast a expozici.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00edky tomu m\u016f\u017ee rozpozn\u00e1v\u00e1n\u00ed fungovat jak v dob\u0159e osv\u011btlen\u00e9m, tak i ve \u0161patn\u011b osv\u011btlen\u00e9m prost\u0159ed\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pou\u017eit\u00ed dal\u0161\u00edch senzor\u016f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">N\u011bkter\u00e1 za\u0159\u00edzen\u00ed pou\u017e\u00edvaj\u00ed pro zv\u00fd\u0161en\u00ed p\u0159esnosti dal\u0161\u00ed senzory.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tyto senzory dok\u00e1\u017e\u00ed prom\u00edtat neviditeln\u00e9 body na obli\u010dej a mapovat tak jeho strukturu ve t\u0159ech rozm\u011brech.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato metoda vytv\u00e1\u0159\u00ed detailn\u011bj\u0161\u00ed model obli\u010deje.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3D mapov\u00e1n\u00ed obli\u010deje<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nejpokro\u010dilej\u0161\u00ed rozpozn\u00e1v\u00e1n\u00ed obli\u010deje vyu\u017e\u00edv\u00e1 technologii trojrozm\u011brn\u00e9ho mapov\u00e1n\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00edsto anal\u00fdzy pouze ploch\u00e9ho obrazu syst\u00e9m identifikuje hloubku a strukturu obli\u010deje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00edky tomu je rozpozn\u00e1v\u00e1n\u00ed bezpe\u010dn\u011bj\u0161\u00ed a br\u00e1n\u00ed se pokus\u016fm o podvod.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Detekce p\u0159\u00edtomnosti v re\u00e1ln\u00e9m \u010dase<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Aby se zabr\u00e1nilo pou\u017eit\u00ed fotografie u\u017eivatele k odem\u010den\u00ed telefonu, syst\u00e9my zahrnuj\u00ed mechanismy pro ov\u011b\u0159en\u00ed fyzick\u00e9 p\u0159\u00edtomnosti.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tyto mechanismy analyzuj\u00ed p\u0159irozen\u00e9 pohyby obli\u010deje nebo mal\u00e9 odchylky v obraze.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To pom\u00e1h\u00e1 potvrdit, \u017ee obli\u010dej pat\u0159\u00ed skute\u010dn\u00e9 osob\u011b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Neust\u00e1l\u00e9 u\u010den\u00ed syst\u00e9mu<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">N\u011bkter\u00e9 syst\u00e9my se dok\u00e1\u017eou v pr\u016fb\u011bhu \u010dasu u\u010dit z pou\u017e\u00edv\u00e1n\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokud se vzhled u\u017eivatele zm\u011bn\u00ed \u2013 nap\u0159\u00edklad no\u0161en\u00edm br\u00fdl\u00ed, nar\u016fst\u00e1n\u00edm vous\u016f nebo zm\u011bnou \u00fa\u010desu \u2013 syst\u00e9m m\u016f\u017ee postupn\u011b aktualizovat model obli\u010deje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To zlep\u0161uje m\u00edru rozpozn\u00e1v\u00e1n\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rychl\u00e9 zpracov\u00e1n\u00ed na za\u0159\u00edzen\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Cel\u00fd proces rozpozn\u00e1v\u00e1n\u00ed prob\u011bhne b\u011bhem n\u011bkolika sekund.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modern\u00ed procesory maj\u00ed specializovan\u00e9 jednotky um\u011bl\u00e9 inteligence, kter\u00e9 tento typ v\u00fdpo\u010dt\u016f urychluj\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To umo\u017e\u0148uje t\u00e9m\u011b\u0159 okam\u017eitou identifikaci obli\u010dej\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Integrace s bezpe\u010dnostn\u00edmi syst\u00e9my<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Rozpozn\u00e1v\u00e1n\u00ed obli\u010deje se nepou\u017e\u00edv\u00e1 jen k odemknut\u00ed telefonu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lze jej tak\u00e9 pou\u017e\u00edt k autorizaci plateb, p\u0159\u00edstupu k bankovn\u00edm aplikac\u00edm nebo ochran\u011b soubor\u016f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato integrace roz\u0161i\u0159uje vyu\u017eit\u00ed biometrie v ka\u017edodenn\u00edm digit\u00e1ln\u00edm \u017eivot\u011b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rozd\u00edl mezi jednoduch\u00fdm a pokro\u010dil\u00fdm rozpozn\u00e1v\u00e1n\u00edm.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">N\u011bkter\u00e1 za\u0159\u00edzen\u00ed pou\u017e\u00edvaj\u00ed rozpozn\u00e1v\u00e1n\u00ed obli\u010deje v\u00fdhradn\u011b na z\u00e1klad\u011b fotoapar\u00e1tu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato metoda analyzuje dvourozm\u011brn\u00fd obraz a m\u016f\u017ee b\u00fdt m\u00e9n\u011b spolehliv\u00e1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokro\u010dilej\u0161\u00ed syst\u00e9my vyu\u017e\u00edvaj\u00ed dal\u0161\u00ed senzory a trojrozm\u011brn\u00e9 mapov\u00e1n\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">P\u0159esnost a chybovost<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Modern\u00ed syst\u00e9my se vyzna\u010duj\u00ed velmi vysokou p\u0159esnost\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Stejn\u011b jako ka\u017ed\u00e1 technologie v\u0161ak nejsou dokonal\u00e9. Rozpozn\u00e1v\u00e1n\u00ed mohou ovlivnit faktory, jako je extr\u00e9mn\u00ed osv\u011btlen\u00ed nebo velmi velk\u00e9 zm\u011bny vzhledu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I p\u0159esto se technologie neust\u00e1le vyv\u00edjej\u00ed, aby tyto probl\u00e9my zm\u00edrnila.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Srovn\u00e1n\u00ed s jin\u00fdmi metodami ov\u011b\u0159ov\u00e1n\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Rozpozn\u00e1v\u00e1n\u00ed obli\u010deje je jen jednou z forem biometrick\u00e9 autentizace.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mezi dal\u0161\u00ed metody pat\u0159\u00ed otisky prst\u016f, rozpozn\u00e1v\u00e1n\u00ed hlasu a skenov\u00e1n\u00ed duhovky.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ka\u017ed\u00e1 technologie m\u00e1 specifick\u00e9 v\u00fdhody v z\u00e1vislosti na kontextu pou\u017eit\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">V\u00fdvoj biometrie v chytr\u00fdch telefonech<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">V d\u0159\u00edv\u011bj\u0161\u00edch chytr\u00fdch telefonech bylo odemyk\u00e1n\u00ed mo\u017en\u00e9 pouze pomoc\u00ed hesla nebo vzoru.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00edky pokroku v senzorech a um\u011bl\u00e9 inteligenci se biometrick\u00e9 metody staly dostupn\u011bj\u0161\u00edmi a efektivn\u011bj\u0161\u00edmi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rozpozn\u00e1v\u00e1n\u00ed obli\u010dej\u016f je dnes sou\u010d\u00e1st\u00ed ka\u017edodenn\u00edho \u017eivota milion\u016f u\u017eivatel\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Probl\u00e9my s ochranou soukrom\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Navzdory sv\u00fdm v\u00fdhod\u00e1m biometrie tak\u00e9 vyvol\u00e1v\u00e1 obavy t\u00fdkaj\u00edc\u00ed se soukrom\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vzhledem k tomu, \u017ee \u00fadaje o obli\u010deji jsou extr\u00e9mn\u011b citliv\u00e9 informace, v\u00fdrobci investuj\u00ed do bezpe\u010dn\u00fdch \u00falo\u017en\u00fdch syst\u00e9m\u016f a \u0161ifrov\u00e1n\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato opat\u0159en\u00ed pom\u00e1haj\u00ed chr\u00e1nit u\u017eivatelsk\u00e9 informace.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Neviditeln\u00e1 technologie v ka\u017edodenn\u00edm \u017eivot\u011b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Rozpozn\u00e1v\u00e1n\u00ed obli\u010deje ukazuje, jak se slo\u017eit\u00e9 technologie mohou st\u00e1t v ka\u017edodenn\u00edm pou\u017e\u00edv\u00e1n\u00ed t\u00e9m\u011b\u0159 neviditeln\u00fdmi. B\u011bhem n\u011bkolika sekund senzory, kamery a algoritmy spolupracuj\u00ed a identifikuj\u00ed obli\u010dej s p\u016fsobivou p\u0159esnost\u00ed. Co se zd\u00e1 b\u00fdt jednoduch\u00fdm gestem pohledu na obrazovku, zahrnuje pokro\u010dil\u00e9 zpracov\u00e1n\u00ed, um\u011blou inteligenci a sofistikovan\u00e9 bezpe\u010dnostn\u00ed syst\u00e9my, kter\u00e9 transformuj\u00ed lidsk\u00fd obli\u010dej v digit\u00e1ln\u00ed kl\u00ed\u010d schopn\u00fd chr\u00e1nit za\u0159\u00edzen\u00ed a osobn\u00ed \u00fadaje v propojen\u00e9m sv\u011bt\u011b.<\/p>","protected":false},"excerpt":{"rendered":"<p>O reconhecimento facial se tornou uma das formas mais populares de autentica\u00e7\u00e3o em dispositivos m\u00f3veis. Muitos smartphones utilizam essa tecnologia para desbloquear o aparelho, autorizar pagamentos ou acessar aplicativos protegidos. Para o usu\u00e1rio, o processo parece simples: basta olhar para o celular e ele \u00e9 desbloqueado em poucos segundos. Por tr\u00e1s dessa facilidade existe um [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":426,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-422","post","type-post","status-publish","format-standard","has-post-thumbnail","category-curiosidades"],"_links":{"self":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts\/422","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/comments?post=422"}],"version-history":[{"count":1,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts\/422\/revisions"}],"predecessor-version":[{"id":424,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts\/422\/revisions\/424"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/media\/426"}],"wp:attachment":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/media?parent=422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/categories?post=422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/tags?post=422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}