{"id":2397,"date":"2016-09-05T04:27:01","date_gmt":"2016-09-05T08:27:01","guid":{"rendered":"https:\/\/www.kaspersky.com.tr\/blog\/?p=2397"},"modified":"2019-11-15T14:57:47","modified_gmt":"2019-11-15T11:57:47","slug":"good-facial-recognition","status":"publish","type":"post","link":"https:\/\/www.kaspersky.com.tr\/blog\/good-facial-recognition\/2397\/","title":{"rendered":"Y\u00fcz tan\u0131ma teknolojisi gittik\u00e7e ilgin\u00e7le\u015fiyor ve kullan\u0131\u015fl\u0131 hale geliyor"},"content":{"rendered":"<p>Y\u00fcz tan\u0131ma sistemi iyilik ya da k\u00f6t\u00fcl\u00fck i\u00e7in kullan\u0131labilecek g\u00fc\u00e7l\u00fc bir teknolojidir. Bu g\u00f6nderide, 10 iyi yan\u0131n\u0131 sizlerle payla\u015faca\u011f\u0131z.<\/p>\n<p><strong><br>\n1. Su\u00e7lular\u0131 yakalamak<\/strong><br>\nSu\u00e7lar\u0131na bak\u0131lmaks\u0131z\u0131n, Minnesota\u2019da bulunan Hennepin Country hapishanesindeki her mahkum <a href=\"http:\/\/kstp.com\/news\/hennepin-county-facial-recognition-software-id-suspects-solves-crimes-technology\/4167777\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">y\u00fcz izi vermek zorunda<\/a>. Bu y\u0131l uygulanmaya ba\u015flanan y\u00fcz tan\u0131ma sistemi, yakla\u015f\u0131k 80 defa kullan\u0131ld\u0131 \u2013 32 ki\u015fiyi tespit etti. Benzer bir sistem Los Angeles\u2019te ve Amerika\u2019da \u00e7evresindeki ba\u015fka \u00fclkelerde kullan\u0131lmaya ba\u015fland\u0131.<\/p>\n<p><strong>2. \u00dclkeye giri\u015f \u00e7\u0131k\u0131\u015flar\u0131 izlemek <\/strong><br>\n2004\u2019ten beri Amerika Birle\u015fik Devletleri D\u0131\u015f \u0130\u015fleri Bakanl\u0131\u011f\u0131 portre foto\u011fraflar\u0131 topluyor, \u015fimdiye kadar 75 milyon foto\u011fraf birikti. 2018\u2019de bu veriler vize i\u015flemleri s\u0131ras\u0131nda kullan\u0131lacak \u2013 \u00fclkeye ter\u00f6ristler ve su\u00e7lular al\u0131nmayacak.<\/p>\n<p><strong>3. Dijital kimlik h\u0131rs\u0131zlar\u0131n\u0131 bulmak <\/strong><br>\n2008\u2019den beri, Motorlu Ara\u00e7lar Dairesi di\u011fer insanlar\u0131n kimliklerini \u00e7alarak ehliyet almaya \u00e7al\u0131\u015fan <a href=\"http:\/\/www.washingtontimes.com\/news\/2010\/aug\/9\/facial-recognition-technology-identity-thieves\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">insanlar\u0131 y\u00fcz tan\u0131ma sistemi ile buluyor<\/a>. Bu sistem sayesinde \u0130ndiana eyaletinde bu su\u00e7 yar\u0131 yar\u0131ya azald\u0131.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">RT <a href=\"https:\/\/twitter.com\/chthierry?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">@chthierry<\/a>: How <a href=\"https:\/\/twitter.com\/hashtag\/BigData?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">#BigData<\/a> helps to catch criminals: <a href=\"https:\/\/t.co\/nIu1L9sd4S\" target=\"_blank\" rel=\"noopener nofollow\">https:\/\/t.co\/nIu1L9sd4S<\/a> via <a href=\"https:\/\/twitter.com\/kaspersky?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">@kaspersky<\/a><\/p>\n<p>\u2014 Kaspersky (@kaspersky) <a href=\"https:\/\/twitter.com\/kaspersky\/status\/684487957928132608?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">January 5, 2016<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br>\n<strong><br>\n4. Kay\u0131p insanlar\u0131 bulmak <\/strong><br>\nEricsson\u2019un <a href=\"http:\/\/www.helpingfaceless.com\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Helping Faceless<\/a> projesini duydunuz mu? Bu projenin hedefi kay\u0131p \u00e7ocuklar\u0131 ailelerine geri getirmek ve \u00e7ocuk ka\u00e7ak\u00e7\u0131l\u0131\u011f\u0131n\u0131 durdurmak.<\/p>\n<p><span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" type=\"text\/html\" width=\"640\" height=\"390\" src=\"https:\/\/www.youtube.com\/embed\/cdOyKR6BYj4?version=3&amp;rel=1&amp;fs=1&amp;showsearch=0&amp;showinfo=1&amp;iv_load_policy=1&amp;wmode=transparent\" frameborder=\"0\" allowfullscreen=\"true\"><\/iframe><\/span><\/p>\n<p>Sistem \u015f\u00f6yle i\u015fliyor: Yeti\u015fkinler bir telefon uygulamas\u0131 kullanarak sokaklarda dilencilik yapan \u00e7ocuklar\u0131n foto\u011fraflar\u0131n\u0131 \u00e7ekiyorlar. \u00c7ekilen foto\u011fraflar otomatik olarak projenin sunucusuna y\u00fckleniyor, sunucuda da y\u00fcz tan\u0131ma sistemi sunucuda bulunan di\u011fer foto\u011fraflar ile e\u015fle\u015ftirmeye \u00e7al\u0131\u015f\u0131yor. Bu veriler ayn\u0131 zamanda bu \u00e7ocuklara yard\u0131m etmek isteyen onlayl\u0131 Sivil Toplum Kurulu\u015flar\u0131 ile payla\u015f\u0131l\u0131yor.<\/p>\n<p><strong>5. Uykusu gelen \u015fof\u00f6r\u00fc uyand\u0131rmak<\/strong><\/p>\n<p>Hi\u00e7 devasa i\u015f makinesi g\u00f6rd\u00fcn\u00fcz m\u00fc? O kadar b\u00fcy\u00fck oluyorlar ki, s\u0131radan bir arabay\u0131 d\u00fcmd\u00fcz edebilir ve i\u015f makinesinin operat\u00f6r\u00fc bu s\u0131rada sadece ufak bir sallant\u0131 hisseder. \u015eimdi bu operat\u00f6r\u00fcn uyuya kald\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcn!<\/p>\n<p>Bu dev ara\u00e7lar 7\/24 \u00e7al\u0131\u015f\u0131rlar, ve baz\u0131 operat\u00f6rlerin gece \u00e7al\u0131\u015fmas\u0131 gerekir. Bu da dalg\u0131nl\u0131\u011f\u0131n sebebp oldu\u011fu kazalar\u0131n ihtimalini artt\u0131r\u0131r. Bu problem sebebiyle Caterpillar markas\u0131 <a href=\"http:\/\/www.huffingtonpost.com\/entry\/caterpillar-sleep-fatigue-center_us_577d4c2ce4b0a629c1ab9b58\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">y\u00fcz tan\u0131ma sistemine ge\u00e7ti<\/a>.<\/p>\n<p>\u00d6zel bir program yorgunluk i\u015faretlerini \u00f6l\u00e7\u00fcyor, mesela s\u00fcr\u00fcc\u00fcn\u00fcn g\u00f6z\u00fcn kapanmas\u0131 ve kafas\u0131n\u0131n pozisyonu. E\u011fer bu yaz\u0131l\u0131m herhangi k\u00f6t\u00fc bir i\u015faret yakalarsa, arac\u0131n i\u00e7erisinde alarm \u00e7al\u0131yor ve s\u00fcr\u00fcc\u00fcn\u00fcn videosunu Caterpillar\u2019\u0131n 24 saat a\u00e7\u0131k olan uyku-yorgunluk merkezine g\u00f6nderiyor. E\u011fer gerekli g\u00f6r\u00fcn\u00fcrse, g\u00fcvenlik dan\u0131\u015fmas\u0131 yorgun \u015fof\u00f6r\u00fc dinlenmesi i\u00e7in g\u00f6nderiyor ya da uyku sorununu \u00e7\u00f6zmek i\u00e7in doktora g\u00f6nderiyor. Bu yaz\u0131l\u0131m d\u00fcnya \u00e7evresinde binlerce araca y\u00fcklenmi\u015f olacak.<\/p>\n<p><strong>6. Prosopagnotiklere yard\u0131m<\/strong><br>\n\u0130nsanlar i\u00e7in y\u00fcz tan\u0131mlama bir reflex de\u011fil zamanla kazan\u0131lan bir yetenektir. <a href=\"https:\/\/www.kaspersky.com.tr\/blog\/how-facial-recognition-works\/2302\/\" target=\"_blank\" rel=\"noopener noreferrer\">Bebekli\u011fimizde iki ki\u015fiyi bir birinden nas\u0131l ay\u0131rt edece\u011fimizi \u00f6\u011freniriz<\/a>, fakat herkes bu durumu \u00f6\u011frenemeyebilir. Asl\u0131nda idraksal bozukluk olan <a href=\"https:\/\/tr.wikipedia.org\/wiki\/Prosopagnosia\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">prosopagnosia<\/a>, insanlar\u0131n y\u00fczleri tan\u0131yamamas\u0131 durumuna deniliyor. Kendi y\u00fczleri ya da yak\u0131n arkabalar\u0131n\u0131n y\u00fczlerini dahi tan\u0131yamayabiliyorlar.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"tr\" dir=\"ltr\">\u0130nsan vs makine: y\u00fcz tan\u0131ma <a href=\"https:\/\/t.co\/HRpKWr4x3R\" target=\"_blank\" rel=\"noopener nofollow\">https:\/\/t.co\/HRpKWr4x3R<\/a> <a href=\"https:\/\/t.co\/ES974DBKZx\" target=\"_blank\" rel=\"noopener nofollow\">pic.twitter.com\/ES974DBKZx<\/a><\/p>\n<p>\u2014 Kaspersky T\u00fcrkiye (@KasperskyTR) <a href=\"https:\/\/twitter.com\/KasperskyTR\/status\/760060590081671168?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">August 1, 2016<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>Y\u00fcz tan\u0131ma sistemindeki geli\u015fmeler bu hastal\u0131ktan muzdarip olman insanlara yard\u0131mc\u0131 olmay\u0131 kolayla\u015ft\u0131r\u0131yor. Giyilebilir cihazlar (ak\u0131ll\u0131 g\u00f6zl\u00fckler gibi), y\u00fcz tan\u0131ma sistemi kullan\u0131p g\u00fcn i\u00e7erisinde g\u00f6rd\u00fc\u011f\u00fc ve ileti\u015fimde oldu\u011fu insanlar\u0131n verilerini kaydederek gerekli zamanlarda isimlerini ve k\u0131sa bilgiler g\u00f6sterebilir.<\/p>\n<p><span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" type=\"text\/html\" width=\"640\" height=\"390\" src=\"https:\/\/www.youtube.com\/embed\/kviA4w4i-VA?version=3&amp;rel=1&amp;fs=1&amp;showsearch=0&amp;showinfo=1&amp;iv_load_policy=1&amp;wmode=transparent\" frameborder=\"0\" allowfullscreen=\"true\"><\/iframe><\/span><\/p>\n<p><strong>7. Sorunlu kumarbazlar<\/strong><br>\n2011\u2019de O<a href=\"https:\/\/en.wikipedia.org\/wiki\/Ontario_Lottery_and_Gaming_Corporation\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">ntario Piyango ve Oyun \u015eirketi<\/a> Ottawa\u2019n\u0131n tek kumar merkerzi olan Rideau Carleton Raceway\u2019e olan ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 gidermek i\u00e7in <a href=\"http:\/\/www.ottawacommunitynews.com\/news-story\/3797588-raceway-uses-facial-recognition-to-help-problem-gamblers\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">kumarbazlara yard\u0131m etme karar\u0131 ald\u0131<\/a>.<\/p>\n<p>Yaz\u0131l\u0131m kumarhanede 24 saat \u00e7ekilen videolar\u0131, kendilerinin kumar oynamaktan uzak tutulmas\u0131n\u0131 isteyen insanlar\u0131n foto\u011fraflar\u0131yla kar\u015f\u0131la\u015ft\u0131r\u0131yor. Sistem e\u015fle\u015ftirme buldu\u011fu zaman g\u00fcvenlik tak\u0131m\u0131na haber veriyor, g\u00fcvenlikle kumar ba\u011f\u0131ml\u0131lar\u0131na gizlice yana\u015farak kumarhanenin d\u0131\u015f\u0131na kadar e\u015flik ediyorlar.<\/p>\n<p><strong>8. Re\u015fit olmayan gen\u00e7lere alkol ve sigara sat\u0131\u015f\u0131n\u0131 durdurma<\/strong><br>\n2007\u2019de Japonya\u2019da y\u00fcz tan\u0131ma sistemi kullan\u0131larak gen\u00e7lerin otomatlardan sigara almalar\u0131 engellenmeye <a href=\"https:\/\/tech.slashdot.org\/story\/07\/11\/13\/2316245\/facial-recognition-vending-machine-debuts\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">\u00e7al\u0131\u015f\u0131ld\u0131<\/a>. Bu otomatlara konulan kamera sigara almaya gelen insanlar\u0131n y\u00fczlerini inceledi. Y\u00fczdeki k\u0131r\u0131\u015f\u0131k say\u0131s\u0131, kemik yap\u0131s\u0131, derinin y\u00fcze oturu\u015fu gibi \u015feyler incelenerek sat\u0131n almaya gelen insanlar\u0131n ya\u015f aral\u0131\u011f\u0131 \u00e7\u0131kart\u0131l\u0131yor.<\/p>\n<p>Sigara sat\u0131n almak isteyen gen\u00e7ler bu y\u00f6ntemi a\u015fmak i\u00e7in yeti\u015fkin birinin foto\u011fraf\u0131n\u0131 kullanabiliyordu. Bir y\u0131l sonra, \u0130ngiliz perakende zinciri Budgens benzer bir sistemi s\u00fcpermarketlerden alkol almaya \u00e7al\u0131\u015fan \u00e7ocuklar\u0131 tespit etmek i\u00e7in <a href=\"http:\/\/news.bbc.co.uk\/2\/hi\/uk\/7397454.stm\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">kulland\u0131<\/a>. \u0130lk gelen raporlardan anlad\u0131\u011f\u0131m\u0131za g\u00f6re, sistem ba\u015far\u0131s\u0131z oldu.<\/p>\n<p>10 y\u0131l oldu, ve 2016 itibariyle teknolojik a\u00e7\u0131klar\u0131n \u00e7o\u011fu yok edildi. \u00d6rne\u011fin, Mobile Wold Kongresi 2016\u2019da, MasterCard s\u0131radan bir foto\u011fraf ile kand\u0131r\u0131lamayacak bir kimlik tan\u0131ma sistemini duyurdu \u2013 en az\u0131ndan kand\u0131r\u0131lamayaca\u011f\u0131n\u0131 s\u00f6ylediler. Teknoloji ilerlemeye devam ettik\u00e7e y\u00fcz tan\u0131ma sisteminin bu tarz sorunlar\u0131 \u00e7\u00f6zme \u015fans\u0131 da artacak. Yine de hala geli\u015fmekte olan bir teknoloji, ne kadar g\u00fcvenilir olabilece\u011fini s\u00f6yleyemeyiz.<\/p>\n<p><span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" type=\"text\/html\" width=\"640\" height=\"390\" src=\"https:\/\/www.youtube.com\/embed\/xGMlz-0gvjs?version=3&amp;rel=1&amp;fs=1&amp;showsearch=0&amp;showinfo=1&amp;iv_load_policy=1&amp;wmode=transparent\" frameborder=\"0\" allowfullscreen=\"true\"><\/iframe><\/span><br>\n<strong><br>\n9. D\u00fczenli m\u00fc\u015fterileri kar\u015f\u0131lamak<\/strong><br>\nY\u00fcz tan\u0131ma sistemi yaz\u0131l\u0131m\u0131n yan\u0131 s\u0131ra kaliteli kamera, sunucular ve di\u011fer altyap\u0131lar\u0131 gerektiren y\u00fcksek maliyetli bir teknolojidir. Ama y\u0131llar ge\u00e7tik\u00e7e bu teknoloji git gide ucuzluyor. Pazarlama uzmanlar\u0131 yak\u0131nda y\u00fcz tan\u0131ma sistemlerini cafelerde, otellerde, e\u011flence parklar\u0131nda ve di\u011fer kamuya a\u00e7\u0131k alanlarda g\u00f6rebilece\u011fimizi s\u00f6yl\u00fcyor.<\/p>\n<p>Baz\u0131 oteller <a href=\"http:\/\/www.theregister.co.uk\/2009\/02\/13\/face_ware_hotel_guests\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">\u00e7oktan y\u00fcz tan\u0131ma sistemini kullanmaya ba\u015flad\u0131<\/a>. \u00d6rne\u011fin; iki y\u0131l \u00f6nce, Japonya \u2013 Osaka\u2019da bulunan Universal Studios Japan oteli b\u00f6yle bir sistem kullanmaya ba\u015flad\u0131. Sistem, tan\u0131d\u0131klar\u0131 m\u00fc\u015fteriler mekana girdi\u011fi zaman, mekanda dola\u015fan g\u00fcvenlik g\u00f6revlilerine haber veriyor \u2013 ya da lobi \u00e7al\u0131\u015fanlar\u0131na \u2018s\u00fcrekli gelen bir m\u00fc\u015fterinin yakla\u015ft\u0131\u011f\u0131n\u0131\u2019 haber veriyor.<\/p>\n<blockquote class=\"twitter-pullquote\"><p>Y\u00fcz tan\u0131ma teknolojisinin hayat\u0131m\u0131za katt\u0131\u011f\u0131 10 ilgin\u00e7 proje<\/p><a href=\"https:\/\/twitter.com\/share?url=https%3A%2F%2Fkas.pr%2F4ASy&amp;text=%3C%2Fp%3E%0A%3Cp+style%3D%22margin-left%3A+36.0pt%22%3EY%C3%BCz+tan%C4%B1ma+teknolojisinin+hayat%C4%B1m%C4%B1za+katt%C4%B1%C4%9F%C4%B1+10+ilgin%C3%A7+proje%3C%2Fp%3E%0A%3Cp%3E\" class=\"btn btn-twhite\" data-lang=\"en\" data-count=\"0\" target=\"_blank\" rel=\"noopener nofollow\">Tweet<\/a><\/blockquote>\n<p><strong>10. Foto\u011fraflar\u0131 organize etmek <\/strong><br>\nSon olarak, bu teknolojinin en yayg\u0131n kullan\u0131m yollar\u0131: <a href=\"http:\/\/www.theverge.com\/2016\/6\/16\/11934456\/apple-google-facial-recognition-photos-privacy-faceprint\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Apple<\/a>, <a href=\"https:\/\/support.google.com\/photos\/answer\/6128838?co=genie.platform%253dandroid&amp;hl=en\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Google<\/a> ve hatta <a href=\"https:\/\/www.kaspersky.com.tr\/blog\/how-facial-recognition-works\/2302\/\" target=\"_blank\" rel=\"noopener noreferrer\">Facebook<\/a> bu sistemi kullanarak portreleri manzara foto\u011fraflar\u0131ndan ay\u0131r\u0131yor, foto\u011fraftaki kullan\u0131c\u0131y\u0131 buluyor, ve foto\u011fraflar\u0131 kategorilere g\u00f6re ay\u0131r\u0131yor. <\/p>\n<p>Yukar\u0131dakilerin hepsi  y\u00fcz tan\u0131ma teknolojisinin iyi yanlar\u0131n\u0131n kullan\u0131m ama\u00e7lar\u0131. Teknoloji yayg\u0131nla\u015ft\u0131k\u00e7a, d\u00fcnyam\u0131z daha ilgin\u00e7 bir yer haline gelecek. Bu teknoloji korkun\u00e7 sonu\u00e7lar da do\u011furabilir. Yak\u0131nda sizlerle k\u00f6t\u00fc kullan\u0131mlar\u0131ndan bahsedece\u011fiz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Y\u00fcz tan\u0131ma sistemi iyilik ya da k\u00f6t\u00fcl\u00fck i\u00e7in kullan\u0131labilecek g\u00fc\u00e7l\u00fc bir teknolojidir. Bu g\u00f6nderide, 10 iyi yan\u0131n\u0131 sizlerle payla\u015faca\u011f\u0131z. 1. Su\u00e7lular\u0131 yakalamak Su\u00e7lar\u0131na bak\u0131lmaks\u0131z\u0131n, Minnesota\u2019da bulunan Hennepin Country hapishanesindeki her<\/p>\n","protected":false},"author":696,"featured_media":2398,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1351],"tags":[989,943,990,941],"class_list":{"0":"post-2397","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-threats","8":"tag-buyuk-veri","9":"tag-gelecek","10":"tag-teknolojiler","11":"tag-yuz-tanima"},"hreflang":[{"hreflang":"tr","url":"https:\/\/www.kaspersky.com.tr\/blog\/good-facial-recognition\/2397\/"},{"hreflang":"en-ae","url":"https:\/\/me-en.kaspersky.com\/blog\/good-facial-recognition\/5534\/"},{"hreflang":"ar","url":"https:\/\/me.kaspersky.com\/blog\/good-facial-recognition\/3873\/"},{"hreflang":"en-us","url":"https:\/\/usa.kaspersky.com\/blog\/good-facial-recognition\/7538\/"},{"hreflang":"en-gb","url":"https:\/\/www.kaspersky.co.uk\/blog\/good-facial-recognition\/7555\/"},{"hreflang":"es-mx","url":"https:\/\/latam.kaspersky.com\/blog\/good-facial-recognition\/7531\/"},{"hreflang":"es","url":"https:\/\/www.kaspersky.es\/blog\/good-facial-recognition\/8962\/"},{"hreflang":"it","url":"https:\/\/www.kaspersky.it\/blog\/good-facial-recognition\/8790\/"},{"hreflang":"ru","url":"https:\/\/www.kaspersky.ru\/blog\/good-facial-recognition\/12796\/"},{"hreflang":"x-default","url":"https:\/\/www.kaspersky.com\/blog\/good-facial-recognition\/12796\/"},{"hreflang":"pl","url":"https:\/\/plblog.kaspersky.com\/good-facial-recognition\/5290\/"},{"hreflang":"de","url":"https:\/\/www.kaspersky.de\/blog\/good-facial-recognition\/8489\/"},{"hreflang":"ja","url":"https:\/\/blog.kaspersky.co.jp\/good-facial-recognition\/12297\/"},{"hreflang":"ru-kz","url":"https:\/\/blog.kaspersky.kz\/good-facial-recognition\/12796\/"},{"hreflang":"en-au","url":"https:\/\/www.kaspersky.com.au\/blog\/good-facial-recognition\/12796\/"},{"hreflang":"en-za","url":"https:\/\/www.kaspersky.co.za\/blog\/good-facial-recognition\/12796\/"}],"acf":[],"banners":"","maintag":{"url":"https:\/\/www.kaspersky.com.tr\/blog\/tag\/buyuk-veri\/","name":"b\u00fcy\u00fck veri"},"_links":{"self":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts\/2397","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/users\/696"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=2397"}],"version-history":[{"count":2,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts\/2397\/revisions"}],"predecessor-version":[{"id":7148,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts\/2397\/revisions\/7148"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/media\/2398"}],"wp:attachment":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=2397"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=2397"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=2397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}