{"id":14957,"date":"2021-06-08T07:33:00","date_gmt":"2021-06-08T14:33:00","guid":{"rendered":"http:\/\/jnack.com\/blog\/?p=14957"},"modified":"2021-06-07T22:35:39","modified_gmt":"2021-06-08T05:35:39","slug":"barbershop-uses-gans-to-flip-your-wig","status":"publish","type":"post","link":"http:\/\/jnack.com\/blog\/2021\/06\/08\/barbershop-uses-gans-to-flip-your-wig\/","title":{"rendered":"&#8220;Barbershop&#8221; uses GANs to flip your wig"},"content":{"rendered":"\n<p>Watch how <a href=\"https:\/\/zpdesu.github.io\/Barbershop\/\">this new tech<\/a> is able to move &amp; blend just parts of an image (e.g. hair) while preserving others:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Barbershop: GAN-based Image Compositing using Segmentation Masks\" width=\"604\" height=\"340\" src=\"https:\/\/www.youtube.com\/embed\/ZU-yrAvoJfQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>We propose a novel latent space for image blending which is better at preserving detail and encoding spatial information, and propose a new GAN-embedding algorithm which is able to slightly modify images to conform to a common segmentation mask.<\/p><p>Our novel representation enables the transfer of the visual properties from multiple reference images including specific details such as moles and wrinkles, and because we do image blending in a latent-space we are able to synthesize images that are coherent.<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Watch how this new tech is able to move &amp; blend just parts of an image (e.g. hair) while preserving others: We propose a novel latent space for image blending which is better at preserving detail and encoding spatial information, and propose a new GAN-embedding algorithm which is able to slightly modify images to conform [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[66],"tags":[],"_links":{"self":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts\/14957"}],"collection":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/comments?post=14957"}],"version-history":[{"count":3,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts\/14957\/revisions"}],"predecessor-version":[{"id":14966,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts\/14957\/revisions\/14966"}],"wp:attachment":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/media?parent=14957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/categories?post=14957"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/tags?post=14957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}