{"id":118893,"date":"2025-05-28T12:12:09","date_gmt":"2025-05-28T12:12:09","guid":{"rendered":"https:\/\/kamucalisani.net\/?p=118893"},"modified":"2025-05-28T12:12:09","modified_gmt":"2025-05-28T12:12:09","slug":"sokaklarin-sesinden-goruntusunu-olusturabilen-yapay-zeka-gelistirildi","status":"publish","type":"post","link":"https:\/\/kamucalisani.net\/index.php\/2025\/05\/28\/sokaklarin-sesinden-goruntusunu-olusturabilen-yapay-zeka-gelistirildi\/","title":{"rendered":"Sokaklar\u0131n sesinden g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc olu\u015fturabilen yapay zeka geli\u015ftirildi"},"content":{"rendered":"<p><figure> <span> <img decoding=\"async\" src=\"https:\/\/kamucalisani.net\/wp-content\/uploads\/2025\/05\/sokaklarin-sesinden-goruntusunu-olusturabilen-yapay-zeka-gelistirildi-0-2ZicClhC.jpg\"\/> <\/span> \u015eehirlerin sokaklar\u0131n\u0131n veya di\u011fer yerlerin g\u00f6r\u00fcnt\u00fclerine bakarak, buralara uyan ses efektleri \u00fcreten yapay zeka ara\u00e7lar\u0131 halihaz\u0131rda bulunuyor. Ancak bu yeni teknoloji tam tersini yap\u0131yor ve <strong>sokaklar\u0131n ses kay\u0131tlar\u0131ndan soka\u011f\u0131n ger\u00e7ek g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc inan\u0131lmaz bir do\u011frulukla olu\u015fturabiliyor.<\/strong> <\/figure>\n<p><b>Sistem, 10 saniyelik kliplerle e\u011fitildi<\/b><\/p>\n<p>Teksas \u00dcniversitesi&#8217;nden Do\u00e7. Dr. Yuhao Kang ve meslekta\u015flar\u0131 taraf\u0131ndan geli\u015ftirilen &#8220;Ses Manzaras\u0131ndan G\u00f6r\u00fcnt\u00fcye Yay\u0131lma Modeli&#8221;, <strong>10 saniyelik sesli-g\u00f6rsel kliplerden olu\u015fan bir veri k\u00fcmesi <\/strong>\u00fczerinde e\u011fitildi.<\/p>\n<p>Bu klipler, Kuzey Amerika, Asya ve Avrupa&#8217;daki kentsel ve k\u0131rsal sokaklar\u0131n YouTube videolar\u0131ndan al\u0131nan dura\u011fan g\u00f6r\u00fcnt\u00fclerden ve ortam seslerinden olu\u015fuyor.<strong> Derin \u00f6\u011frenme <\/strong>algoritmalar\u0131n\u0131 kullanan sistem, hangi seslerin g\u00f6r\u00fcnt\u00fclerdeki hangi \u00f6\u011felere kar\u015f\u0131l\u0131k geldi\u011finin yan\u0131nda, hangi ses niteliklerinin hangi g\u00f6rsel ortamlara kar\u015f\u0131l\u0131k geldi\u011fini de \u00f6\u011frendi.\u00a0E\u011fitim tamamland\u0131ktan sonra, sistemden 100 farkl\u0131 sokak g\u00f6r\u00fcnt\u00fcs\u00fc videosunun yaln\u0131zca kaydedilen ortam sesine dayanarak g\u00f6r\u00fcnt\u00fcler \u00fcretmesi istendi ve her video i\u00e7in bir g\u00f6r\u00fcnt\u00fc olu\u015fturdu.<\/p>\n<figure> <span> <img decoding=\"async\" src=\"https:\/\/kamucalisani.net\/wp-content\/uploads\/2025\/05\/sokaklarin-sesinden-goruntusunu-olusturabilen-yapay-zeka-gelistirildi-1-Dlvy1h4U.jpg\"\/> <\/span> Daha sonra bir grup j\u00fcri \u00fcyesi, bu g\u00f6r\u00fcnt\u00fclerin her birini, di\u011fer sokaklara ait iki farkl\u0131 \u00fcretilmi\u015f g\u00f6r\u00fcnt\u00fcyle birlikte izledi ve g\u00f6r\u00fcnt\u00fcn\u00fcn temel al\u0131nd\u0131\u011f\u0131 video ses kayd\u0131n\u0131 dinledi.\u00a0\u00dc\u00e7 g\u00f6r\u00fcnt\u00fcden hangisinin m\u00fczi\u011fe kar\u015f\u0131l\u0131k geldi\u011fini belirlemeleri istendi\u011finde, <strong>%80 oran\u0131nda do\u011fru \u015fekilde tespit edebildiler.<\/strong> <\/figure>\n<p>Dahas\u0131, olu\u015fturulan g\u00f6r\u00fcnt\u00fcler bilgisayar analizinde, g\u00f6ky\u00fcz\u00fc, ye\u015fil alanlar ve binalar\u0131n g\u00f6receli oranlar\u0131n\u0131n orijinal videolardakilerle g\u00fc\u00e7l\u00fc bir \u015fekilde ili\u015fkili oldu\u011fu bulundu.<\/p>\n<p>Hatta bir\u00e7ok durumda olu\u015fturulan g\u00f6r\u00fcnt\u00fcler, kaynak videolar\u0131n g\u00fcne\u015fli, bulutlu veya gece gibi \u0131\u015f\u0131k ko\u015fullar\u0131n\u0131 da yans\u0131tt\u0131. Bu durum, geceleri azalan trafik g\u00fcr\u00fclt\u00fcs\u00fc veya gece b\u00f6ceklerinin sesleri gibi fakt\u00f6rlerle m\u00fcmk\u00fcn olmu\u015f olabilir.<\/p>\n<p>Teknolojinin, bir ses kayd\u0131n\u0131n nerede yap\u0131ld\u0131\u011f\u0131na dair kabataslak bir fikir edinmek gibi <strong>adli uygulamalarda<\/strong> kullan\u0131labilme potansiyeline ra\u011fmen, \u00e7al\u0131\u015fma daha \u00e7ok <strong>sesin yer duygumuza nas\u0131l katk\u0131da bulundu\u011funu ke\u015ffetmeyi ama\u00e7l\u0131yor.<\/strong><\/p>\n<p>Bilim insanlar\u0131 yak\u0131n zamanda Nature dergisinde yay\u0131nlanan makalelerinde \u00e7al\u0131\u015fman\u0131n \u00f6nemini \u015fu \u015fekilde a\u00e7\u0131kl\u0131yor: <em>&#8220;Sonu\u00e7lar, g\u00f6rsel ve i\u015fitsel alg\u0131lar\u0131n insan ruh sa\u011fl\u0131\u011f\u0131 \u00fczerindeki etkilerine dair bilgimizi art\u0131rabilir, kentsel tasar\u0131m uygulamalar\u0131na rehberlik edebilir ve topluluklardaki genel ya\u015fam kalitesini iyile\u015ftirebilir.&#8221;<\/em><\/p>\n\n<p>Kaynak\u00a0 :\u00a0<span style=\"background-color: rgb(255, 249, 236); color: rgb(55, 58, 60); font-size: 14px;\">https:\/\/www.donanimhaber.com\/bu-yapay-zeka-sokaklarin-sesinden-goruntusunu-olusturabiliyor&#8211;184872<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u015eehirlerin sokaklar\u0131n\u0131n veya di\u011fer yerlerin g\u00f6r\u00fcnt\u00fclerine bakarak, buralara uyan ses efektleri \u00fcreten yapay zeka ara\u00e7lar\u0131 halihaz\u0131rda bulunuyor. Ancak bu yeni teknoloji tam tersini yap\u0131yor ve sokaklar\u0131n ses kay\u0131tlar\u0131ndan soka\u011f\u0131n ger\u00e7ek &#8230;<\/p>\n","protected":false},"author":1,"featured_media":118894,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[1407,2251,228,3997,26],"class_list":["post-118893","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-goruntu","tag-goruntuler","tag-ses","tag-sokak","tag-video"],"_links":{"self":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/118893","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/comments?post=118893"}],"version-history":[{"count":1,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/118893\/revisions"}],"predecessor-version":[{"id":118897,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/118893\/revisions\/118897"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/media\/118894"}],"wp:attachment":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/media?parent=118893"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/categories?post=118893"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/tags?post=118893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}