{"id":26197,"date":"2019-05-27T10:08:36","date_gmt":"2019-05-27T07:08:36","guid":{"rendered":"http:\/\/www.revolvia.com\/?post_type=mmg_articles&#038;p=26197"},"modified":"2019-05-27T10:08:36","modified_gmt":"2019-05-27T07:08:36","slug":"yapay-zeka-ile-tek-bir-gorseli-konusan-animasyona-donusturmek","status":"publish","type":"mmg_articles","link":"https:\/\/www.revolvia.com\/en\/mmg-article\/yapay-zeka-ile-tek-bir-gorseli-konusan-animasyona-donusturmek\/","title":{"rendered":"Yapay zeka ile tek bir g\u00f6rseli konu\u015fan animasyona d\u00f6n\u00fc\u015ft\u00fcrmek"},"content":{"rendered":"<p style=\"text-align: center;\">Makine \u00f6\u011frenme ve\u00a0<a href=\"https:\/\/bigumigu.com\/etiket\/yapay-zeka\/\" target=\"_blank\" rel=\"noopener noreferrer\">yapay zeka<\/a>\u00a0kavramlar\u0131 insanl\u0131\u011f\u0131n teknoloji ile olan ili\u015fkisindeki g\u00fcncel s\u0131\u00e7rama tahtas\u0131 niteli\u011finde. Akademisyenler, ara\u015ft\u0131rmac\u0131lar ve teknoloji \u015firketleri s\u00fcrekli olarak bu alanda \u00e7al\u0131\u015fmalar yaparak ilerlemelerini payla\u015f\u0131yorlar. Google,\u00a0<a href=\"https:\/\/bigumigu.com\/haber\/google-makine-ogrenme-motorunu-tensorflow-u-acik-kaynakla-yayinladi\/\" target=\"_blank\" rel=\"noopener noreferrer\">TensorFlow\u2019u<\/a>\u00a04 sene \u00f6nce herkesin eri\u015fimine a\u00e7m\u0131\u015f, 2016\u2019da\u00a0<a href=\"https:\/\/bigumigu.com\/haber\/google-yapay-zekayla-deney-yapmak-isteyenler-icin-oyun-alani-yaratti\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI Experiments<\/a>\u00a0projesiyle yapay zeka deneylerini desteklemi\u015f, 2017\u2019de\u00a0<a href=\"https:\/\/bigumigu.com\/haber\/yapay-zeka-uretiminde-insana-ne-kadar-ihtiyac-kaldi\/\" target=\"_blank\" rel=\"noopener noreferrer\">AutoML\u2019i<\/a>\u00a0tan\u0131tm\u0131\u015ft\u0131. Microsoft 2015\u2019te foto\u011fraflardaki\u00a0<a href=\"https:\/\/bigumigu.com\/haber\/microsoft-un-yeni-platformu-fotografinizdan-duygularinizi-analiz-edebiliyor\/\" target=\"_blank\" rel=\"noopener noreferrer\">insanlar\u0131n y\u00fcz hallerinden<\/a>\u00a0duygu durumlar\u0131n\u0131 analiz edebiliyordu. Nvidia da foto\u011fraflardaki\u00a0<a href=\"https:\/\/bigumigu.com\/haber\/nvidianin-yeni-araci-kismen-silinmis-gorselleri-yapay-zekayla-onariyor\/\" target=\"_blank\" rel=\"noopener noreferrer\">silinmi\u015f alanlar\u0131<\/a>\u00a0makine \u00f6\u011frenme ile tamamlayabiliyor. MIT ise Shelly isimli botuyla yapay zekan\u0131n korkular\u0131na\u00a0<a href=\"https:\/\/bigumigu.com\/haber\/yapay-zekanin-gercek-korkulari\/\" target=\"_blank\" rel=\"noopener noreferrer\">inmi\u015fti<\/a>.<\/p>\n<p style=\"text-align: center;\">Samsung AI Center \u00e7at\u0131s\u0131 alt\u0131ndaki Egor Zakharov, Aliaksandra Shysheya, Egor Burkov ve Victor Lempitsky taraf\u0131ndan y\u00fcr\u00fct\u00fclen proje, tek bir foto\u011fraf \u00fczerinden ki\u015finin y\u00fcz hatlar\u0131n\u0131 \u00e7\u0131kar\u0131yor ve an\u0131nda canland\u0131r\u0131labilir hale getiriyor. Yap\u0131lan animasyon sadece ger\u00e7ek ki\u015filer ve foto\u011fraflarla da s\u0131n\u0131rl\u0131 kalmay\u0131p resimleri de kaps\u0131yor.\u00a0<a href=\"https:\/\/arxiv.org\/abs\/1905.08233\" target=\"_blank\" rel=\"noopener noreferrer\">Few-Shot Adversarial Learning of Realistic Neural Talking Head Models<\/a>\u00a0ba\u015fl\u0131kl\u0131 makale ile payla\u015f\u0131lan ilerlemeler kimi a\u00e7\u0131lardan hali haz\u0131rda olan geli\u015fmeler gibi g\u00f6r\u00fclse de birka\u00e7 detay ile ayr\u0131\u015fmay\u0131 ba\u015far\u0131yor.<\/p>\n<p style=\"text-align: center;\"><center><\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"tr\">\n<p lang=\"en\" dir=\"ltr\">Another great paper from Samsung AI lab! <a href=\"https:\/\/twitter.com\/egorzakharovdl?ref_src=twsrc%5Etfw\">@egorzakharovdl<\/a> et al. animate heads using only few shots of target person (or even 1 shot). Keypoints, adaptive instance norms and GANs, no 3D face modelling at all. <br \/>\u25b6\ufe0f <a href=\"https:\/\/t.co\/Xk5D4WccpD\">https:\/\/t.co\/Xk5D4WccpD<\/a> <br \/>\ud83d\udcdd <a href=\"https:\/\/t.co\/SxnVfY72TT\">https:\/\/t.co\/SxnVfY72TT<\/a> <a href=\"https:\/\/t.co\/GjVrJbejT0\">pic.twitter.com\/GjVrJbejT0<\/a><\/p>\n<p>&mdash; Dmitry Ulyanov (@DmitryUlyanovML) <a href=\"https:\/\/twitter.com\/DmitryUlyanovML\/status\/1131155659305705472?ref_src=twsrc%5Etfw\">22 May\u0131s 2019<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\n<\/center><\/p>\n<p style=\"text-align: center;\">Geli\u015ftirilen bu yeni method ile y\u00fcz hatlar\u0131 kaynak veri olarak al\u0131nan y\u00fcz ve ki\u015fiden hedef y\u00fcze aktar\u0131l\u0131yor. Hedef y\u00fcz de payla\u015f\u0131lan y\u00fcz verisi ile kaynak ki\u015fi ne yap\u0131yorsa ayn\u0131s\u0131n\u0131 kopyal\u0131yor. Bir g\u00f6rseli alarak ba\u015fka bir g\u00f6rsel \u00fczerine uygulamak ve sentetik imgeleme yaratmak g\u00fcn\u00fcm\u00fcz yapay zeka alan\u0131n\u0131n adeta kum havuzu gibi.\u00a0<a href=\"https:\/\/bigumigu.com\/etiket\/deepdream\/\" target=\"_blank\" rel=\"noopener noreferrer\">Deepdream<\/a>\u00a0olarak \u00e7\u0131kan eserler benzer bir prensiple \u00e7al\u0131\u015f\u0131yor. Ve\u00a0<a href=\"https:\/\/www.theverge.com\/2019\/3\/5\/18251736\/deepfake-propaganda-misinformation-troll-video-hoax\" target=\"_blank\" rel=\"noopener noreferrer\">Deepfakes<\/a>\u00a0<a href=\"https:\/\/www.csoonline.com\/article\/3293002\/deepfake-videos-how-and-why-they-work.html\" target=\"_blank\" rel=\"noopener noreferrer\">isimli<\/a>\u00a0kategori alt\u0131nda kopyalanan insan y\u00fczleri de benzerlikler ta\u015f\u0131yor. Ancak t\u00fcm bu mevcut y\u00f6ntemlerle Samsung AI Center ara\u015ft\u0131rmac\u0131lar\u0131n\u0131n ayr\u0131\u015ft\u0131\u011f\u0131 nokta gereken veri miktar\u0131. Ge\u00e7mi\u015ftekiler y\u00f6ntemlerde bir y\u00fcz\u00fcn kopyalanabilmesi i\u00e7in \u00e7ok fazla veriye ihtiya\u00e7 duyuyordu. Y\u00fcz modelinin \u00e7\u0131kmas\u0131 ve taklit edilmesi i\u00e7in yakla\u015f\u0131k olarak bir veya iki dakikal\u0131k video gerekiyordu.<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-130968\" src=\"https:\/\/bigumigu.com\/wp-content\/uploads\/2019\/05\/monalisa.gif\" alt=\"\" width=\"600\" height=\"281\" \/><\/p>\n<p style=\"text-align: center;\">Bu yeni method ile birlikte tek bir foto\u011fraf bile hedef ile kaynak aras\u0131nda bir k\u00f6pr\u00fc kurularak uyarlama yap\u0131labiliyor. Ancak 8 selfie oldu\u011funda yaz\u0131l\u0131m\u0131n ba\u015far\u0131s\u0131 art\u0131yor. Kaynak olarak foto\u011fraf miktar\u0131 32\u2019ye \u00e7\u0131kt\u0131\u011f\u0131nda ise yapay zeka \u00e7ok daha ba\u015far\u0131l\u0131 uyarlamalar yap\u0131yor. Video, selfie gibi basit ve yal\u0131n birka\u00e7 kaynak kullanarak yap\u0131lan bu uyarlamalar\u0131n ba\u015far\u0131s\u0131n\u0131 da yay\u0131nlad\u0131klar\u0131 videodan g\u00f6rebilirsiniz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Samsung AI Center&#8217;daki ara\u015ft\u0131rmac\u0131lar makine \u00f6\u011frenme ile bir g\u00f6rsel veya resim kullanarak ki\u015fiyi canland\u0131rmay\u0131 ba\u015fard\u0131klar\u0131n\u0131 a\u00e7\u0131klayan bir makale yay\u0131nlad\u0131.<\/p>\n","protected":false},"author":13,"featured_media":26198,"template":"","meta":{"_acf_changed":false,"footnotes":""},"tags":[],"class_list":["post-26197","mmg_articles","type-mmg_articles","status-publish","has-post-thumbnail","hentry"],"translation":{"provider":"WPGlobus","version":"3.0.0","language":"en","enabled_languages":["tr","en"],"languages":{"tr":{"title":true,"content":true,"excerpt":true},"en":{"title":false,"content":false,"excerpt":false}}},"acf":[],"_links":{"self":[{"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/mmg_articles\/26197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/mmg_articles"}],"about":[{"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/types\/mmg_articles"}],"author":[{"embeddable":true,"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/users\/13"}],"version-history":[{"count":0,"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/mmg_articles\/26197\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/media\/26198"}],"wp:attachment":[{"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/media?parent=26197"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.revolvia.com\/en\/wp-json\/wp\/v2\/tags?post=26197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}