{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/image-to-image-translation-with-conditional","title":"Image-to-Image Translation with Conditional Adversarial Networks","arxiv_id":"1611.07004","date":"2016-11-21","proceeding":"CVPR 2017 7","authors":["Phillip Isola","Jun-Yan Zhu","Tinghui Zhou","Alexei A. Efros"],"abstract":"We investigate conditional adversarial networks as a general-purpose solution\nto image-to-image translation problems. These networks not only learn the\nmapping from input image to output image, but also learn a loss function to\ntrain this mapping. This makes it possible to apply the same generic approach\nto problems that traditionally would require very different loss formulations.\nWe demonstrate that this approach is effective at synthesizing photos from\nlabel maps, reconstructing objects from edge maps, and colorizing images, among\nother tasks. Indeed, since the release of the pix2pix software associated with\nthis paper, a large number of internet users (many of them artists) have posted\ntheir own experiments with our system, further demonstrating its wide\napplicability and ease of adoption without the need for parameter tweaking. As\na community, we no longer hand-engineer our mapping functions, and this work\nsuggests we can achieve reasonable results without hand-engineering our loss\nfunctions either.","url_abs":"http://arxiv.org/abs/1611.07004v3","url_pdf":"http://arxiv.org/pdf/1611.07004v3.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 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