{"id":130631,"date":"2021-05-12T18:56:31","date_gmt":"2021-05-12T17:56:31","guid":{"rendered":"https:\/\/www.techweekmag.com\/?p=130631"},"modified":"2024-03-05T04:18:40","modified_gmt":"2024-03-05T04:18:40","slug":"gta-in-real-life-intels-neural-network-makes-games-realistic","status":"publish","type":"post","link":"https:\/\/www.stereoindex.com\/tech\/technology\/gta-in-real-life-intels-neural-network-makes-games-realistic\/","title":{"rendered":"GTA in real life: Intel&#8217;s neural network makes games realistic"},"content":{"rendered":"<p>Researchers from Intel Labs have presented a neural network capable of processing a computer image in such a way that it looks like the real thing.\u00a0The technology makes the picture less &#8220;synthetic&#8221; by adjusting the lighting and adding certain effects.\u00a0The work of the neural network was demonstrated at the Eurographics 2021 conference, and its detailed description is\u00a0available on GitHub\u00a0.<\/p>\n<div id=\"g1-fluid-wrapper-counter-1\" class=\"g1-fluid-wrapper \" style=\"width:662px;\" data-g1-fluid-width=\"662\" data-g1-fluid-height=\"372\">\n<div class=\"g1-fluid-wrapper-inner\" style=\"padding-bottom:56.19335347432%;\">\n\t       <iframe loading=\"lazy\" title=\"Enhancing Photorealism Enhancement\" width=\"662\" height=\"372\" src=\"https:\/\/www.youtube.com\/embed\/P1IcaBn3ej0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n\t       <\/div>\n<\/p><\/div>\n<p>According to the DTF edition, as an example, the authors of the project used the game GTA V, the gameplay record of which was processed using a neural network.\u00a0To do this, they used the Cityscapes machine learning database, namely recordings from car DVRs from Germany.\u00a0The researchers say they have avoided artifacts that are commonly seen in similar technologies.\u00a0Largely due to a decrease in the &#8220;visibility&#8221; of your neural network.<\/p>\n<p>Problems often arise when algorithms are allowed to process large amounts of information, assuming that this will yield a better result in defining context.\u00a0During the training of the neural network, the authors of this technology loaded small pieces of data with the same objects, for example, asphalt, sky or trees.\u00a0Accordingly, there are no abnormal images at the output.<\/p>\n<p>Nevertheless, the technology has its drawbacks, which are directly related to the array of original data.\u00a0These include the green tint of the picture, too smooth roads, and the lack of dried grass in places where it is.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Researchers from Intel Labs have presented a neural network capable of processing a computer image in such a way that it looks like the real thing.\u00a0The technology makes the picture less &#8220;synthetic&#8221; by adjusting the lighting and adding certain effects.\u00a0The work of the neural network was demonstrated at the Eurographics 2021 conference, and its detailed [&hellip;] <a class=\"g1-link g1-link-more\" href=\"https:\/\/www.stereoindex.com\/tech\/technology\/gta-in-real-life-intels-neural-network-makes-games-realistic\/\">More<\/a><\/p>\n","protected":false},"author":10404,"featured_media":130632,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[805],"tags":[779],"class_list":{"0":"post-130631","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-technology","8":"tag-news"},"acf":[],"aioseo_notices":[],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/posts\/130631","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/users\/10404"}],"replies":[{"embeddable":true,"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/comments?post=130631"}],"version-history":[{"count":0,"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/posts\/130631\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/media\/130632"}],"wp:attachment":[{"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/media?parent=130631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/categories?post=130631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.stereoindex.com\/tech\/wp-json\/wp\/v2\/tags?post=130631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}