{"id":168501,"date":"2023-06-08T16:00:00","date_gmt":"2023-06-08T15:00:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=168501"},"modified":"2023-10-30T19:12:04","modified_gmt":"2023-10-30T18:12:04","slug":"edit-your-photos-at-will-with-drag-your-gan","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/edit-your-photos-at-will-with-drag-your-gan","title":{"rendered":"Edit Your Photos at Will With Drag Your GAN"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"168501\" class=\"elementor elementor-168501\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c390423 e-flex e-con-boxed e-con\" data-id=\"c390423\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0dc9433 elementor-widget elementor-widget-heading\" data-id=\"0dc9433\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">With the advent of generative artificial intelligence, creative work are automated. Recently, a group of researchers created Drag Your GAN, an AI model capable of retouching images at will.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bec0e9c e-flex e-con-boxed e-con\" data-id=\"bec0e9c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa20182 elementor-widget elementor-widget-heading\" data-id=\"fa20182\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What Is Drag Your GAN?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c14750a elementor-widget elementor-widget-text-editor\" data-id=\"c14750a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Drag Your GAN is a <\/span><a href=\"https:\/\/datascientest.com\/en\/all-about-deep-learning\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">deep learning AI model<\/span><\/a><span style=\"font-weight: 400;\"> called <\/span><b>Generative Adversarial Networks (GAN)<\/b><span style=\"font-weight: 400;\">. Created by AI researchers from Google, the Max Planck Institute and MIT CSAIL, this team has devised an approach to dot-based modifications of <\/span><b>realistic images<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">To achieve this, <\/span><a href=\"https:\/\/datascientest.com\/en\/deep-neural-network-what-is-it-and-how-is-it-working\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">DYG uses two deep neural networks<\/span><\/a><span style=\"font-weight: 400;\">, a generator and a discriminator, which work in opposition to each other to generate new synthetic images compared with the original. Besides these neural networks, the researchers designed DYG based on <\/span><a href=\"https:\/\/github.com\/XingangPan\/DragGAN\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">latent code optimization<\/span><\/a><span style=\"font-weight: 400;\">, which enables them to move the image to the indicated location, while preserving its proportions and structure.<\/span><\/p><p><span style=\"font-weight: 400;\">Currently in the testing phase, the group hopes to extend its model to <\/span><b>3D modifications<\/b><span style=\"font-weight: 400;\"> in the coming months.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-249e912 elementor-widget elementor-widget-image\" data-id=\"249e912\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"231\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/06\/Capture-1024x296.png\" class=\"attachment-large size-large wp-image-168502\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/06\/Capture-1024x296.png 1024w, https:\/\/datascientest.com\/en\/files\/2023\/06\/Capture-300x87.png 300w, https:\/\/datascientest.com\/en\/files\/2023\/06\/Capture-768x222.png 768w, https:\/\/datascientest.com\/en\/files\/2023\/06\/Capture.png 1287w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bd65d40 e-flex e-con-boxed e-con\" data-id=\"bd65d40\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ccaffc elementor-widget elementor-widget-heading\" data-id=\"8ccaffc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How does Drag Your GAN work?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77511e8 elementor-widget elementor-widget-text-editor\" data-id=\"77511e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><a href=\"https:\/\/vcai.mpi-inf.mpg.de\/projects\/DragGAN\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">DYG<\/span><\/a><span style=\"font-weight: 400;\"> is a futuristic <\/span><b>image editor<\/b><span style=\"font-weight: 400;\">. Far from replacing Photoshop, it will enable users to transform their photos easily at will. All you have to do is select two points, the start and end zones, and <\/span><b>let the model do its thing<\/b><span style=\"font-weight: 400;\">. As a pre-trained model, DYG can only modify so-called realistic images, such as photos of humans, landscapes or animals. But it can also <\/span><b>create textures<\/b><span style=\"font-weight: 400;\"> such as teeth or eyes from scratch.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dfd9bb elementor-widget elementor-widget-video\" data-id=\"1dfd9bb\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/vcai.mpi-inf.mpg.de\/projects\/DragGAN\/data\/DragGAN.mp4\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf6d9e8 elementor-widget elementor-widget-text-editor\" data-id=\"cf6d9e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Building on their nascent success, GANs could well become <\/span><b>the next blockbuster technology<\/b><span style=\"font-weight: 400;\"> after generative AI. To carry out the research that will develop these next technologies, companies are investing heavily <\/span><b>in teams of data professionals<\/b><span style=\"font-weight: 400;\">. So, if you&#8217;ve enjoyed this article and are considering a career in Data Science, don&#8217;t hesitate to check out <\/span><a href=\"https:\/\/datascientest.com\/en\/blog-en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">our articles<\/span><\/a><span style=\"font-weight: 400;\"> or <\/span><a href=\"https:\/\/datascientest.com\/en\/data-courses\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">training offers<\/span><\/a><span style=\"font-weight: 400;\"> on DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : vcai.mpi-inf.mpg.de<\/span><\/i> <\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>With the advent of generative artificial intelligence, creative work are automated. Recently, a group of researchers created Drag Your GAN, an AI model capable of retouching images at will. What Is Drag Your GAN? Drag Your GAN is a deep learning AI model called Generative Adversarial Networks (GAN). Created by AI researchers from Google, the [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":168503,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Edit Your Photos at Will With Drag Your GAN<\/title>\n<meta name=\"description\" content=\"A group of researchers created Drag Your GAN, an AI model capable of retouching images at will.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/edit-your-photos-at-will-with-drag-your-gan\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Edit Your Photos at Will With Drag Your GAN\" \/>\n<meta property=\"og:description\" content=\"With the advent of generative artificial intelligence, creative work are automated. Recently, a group of researchers created Drag Your GAN, an AI model\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/en\/edit-your-photos-at-will-with-drag-your-gan\" \/>\n<meta property=\"og:site_name\" content=\"Data Science Courses | DataScientest\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataScientestEN\" \/>\n<meta property=\"article:published_time\" content=\"2023-06-08T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-30T18:12:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/en\/files\/2023\/06\/teasor.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1868\" \/>\n\t<meta property=\"og:image:height\" content=\"649\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Daniel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" 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