{"id":305866,"date":"2018-12-16T11:53:30","date_gmt":"2018-12-16T16:53:30","guid":{"rendered":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/uncategorized\/look-at-these-incredibly-realistic-faces-generated-by-a-neural-network.php"},"modified":"2018-12-16T11:53:30","modified_gmt":"2018-12-16T16:53:30","slug":"look-at-these-incredibly-realistic-faces-generated-by-a-neural-network","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/futurism\/look-at-these-incredibly-realistic-faces-generated-by-a-neural-network.php","title":{"rendered":"Look at These Incredibly Realistic Faces Generated By A Neural Network"},"content":{"rendered":"<p><\/p><div><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/wp-assets.futurism.com\/2018\/12\/incredibly-realistic-faces-generated-neural-network-300x158.jpg\" class=\"attachment-medium size-medium wp-post-image\" alt=\"Researchers at NVIDIA created a neural network that can come up with incredibly realistic faces on the spot.\" style=\"padding-left:10px; padding-right: 10px;\"><\/div><h2>Faking It<\/h2><p>We officially can no longer trust anything we see on the internet. From <a href=\"https:\/\/futurism.com\/full-body-deepfakes\">whole-body deep fakes<\/a> to AI-based <a href=\"https:\/\/futurism.com\/the-byte\/deepfakes-translation-tech-synthesia\">translation dubbing<\/a>, technology is starting to distort&nbsp;reality &mdash; all with the help of machine learning.<\/p><p>Case in point: researchers at NVIDIA have harnessed the power of a generative adversarial network (GAN) &mdash; a class of neural network &mdash; to generate some&nbsp;<a href=\"https:\/\/arxiv.org\/pdf\/1812.04948.pdf\">extremely realistic faces<\/a>. The results are more impressive than anything we&rsquo;ve seen before.&nbsp;Take a look below, bearing in mind that none of&nbsp;these faces are real.<\/p><figure><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-145871 size-full\" src=\"https:\/\/wp-assets.futurism.com\/2018\/12\/ai1.jpg\" alt=\"\" width=\"900\" height=\"1200\" style=\"padding-left:10px; padding-right: 10px;\"><figcaption>Image Credit: NVIDIA<\/figcaption><\/figure><h2>Fake Faces<\/h2><p>A GAN&nbsp;can iteratively generate images based on genuine photos it learns from. Then it&nbsp;evaluates the new images&nbsp;against the original. In this instance, the researchers taught a GAN a number of &ldquo;styles&rdquo; &mdash; faces modeled after&nbsp;subjects who were&nbsp;old, young, wearing glasses, or had different&nbsp;hair styles.<\/p><p>The results are spectacular. Even small seemingly random details like freckles, skin pores or stubble are convincingly&nbsp;distributed in the images the project generated.<\/p><p>The network even took a crack at generating fake pictures of cats. They didn&rsquo;t turn out quite as well.<\/p><figure><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-145873 size-full\" src=\"https:\/\/wp-assets.futurism.com\/2018\/12\/cats-ai.jpg\" alt=\"\" width=\"960\" height=\"1280\" style=\"padding-left:10px; padding-right: 10px;\"><figcaption>Image Credit: NVIDIA<\/figcaption><\/figure><h2>AI Rising<\/h2><p>It&rsquo;s not the first time a GAN has been used to generate pictures of people. Last year, the same group of NVIDIA researchers created a <a href=\"https:\/\/futurism.com\/these-people-never-existed-they-were-made-by-an-ai\">neural-network-based image generator<\/a>. But results were far less impressive: faces appear distorted and unnatural. The results are also of a much lower resolution.<\/p><p>Neural networks are becoming incredibly good at faking human faces. Will we be able to tell them apart in the future? At this rate, they could become indistinguishable from reality.<\/p><p><strong>READ MORE: <\/strong><a href=\"https:\/\/arxiv.org\/pdf\/1812.04948.pdf\">A Style-Based Generator Architecture for Generative Adversarial Networks<\/a> [arXiv]<\/p><p><em><strong>More on neural network-generated faces:&nbsp;<a href=\"https:\/\/futurism.com\/these-people-never-existed-they-were-made-by-an-ai\">These People Never Existed. They Were Made by an AI.<\/a><\/strong><\/em><\/p><p>The post <a rel=\"nofollow\" href=\"https:\/\/futurism.com\/incredibly-realistic-faces-generated-neural-network\/\">Look at These Incredibly Realistic Faces Generated By A Neural Network<\/a> appeared first on <a rel=\"nofollow\" href=\"https:\/\/futurism.com\">Futurism<\/a>.<\/p><p>Visit link:<br><a target=\"_blank\" rel=\"nofollow\" href=\"https:\/\/futurism.com\/incredibly-realistic-faces-generated-neural-network\/\" title=\"Look at These Incredibly Realistic Faces Generated By A Neural Network\">Look at These Incredibly Realistic Faces Generated By A Neural Network<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p> Faking It We officially can no longer trust anything we see on the internet. From whole-body deep fakes to AI-based translation dubbing , technology is starting to distort\u00a0reality \u2014 all with the help of machine learning. Case in point: researchers at NVIDIA have harnessed the power of a generative adversarial network (GAN) \u2014 a class of neural network \u2014 to generate some\u00a0 extremely realistic faces  <a href=\"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/futurism\/look-at-these-incredibly-realistic-faces-generated-by-a-neural-network.php\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"limit_modified_date":"","last_modified_date":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[11],"tags":[],"class_list":["post-305866","post","type-post","status-publish","format-standard","hentry","category-futurism"],"modified_by":null,"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/305866"}],"collection":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/comments?post=305866"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/305866\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/media?parent=305866"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/categories?post=305866"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/tags?post=305866"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}