{"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/fashion-gen-the-generative-fashion-dataset","title":"Fashion-Gen: The Generative Fashion Dataset and Challenge","arxiv_id":"1806.08317","date":"2018-06-21","proceeding":null,"authors":["Negar Rostamzadeh","Seyedarian Hosseini","Thomas Boquet","Wojciech Stokowiec","Ying Zhang","Christian Jauvin","Chris Pal"],"abstract":"We introduce a new dataset of 293,008 high definition (1360 x 1360 pixels)\nfashion images paired with item descriptions provided by professional stylists.\nEach item is photographed from a variety of angles. We provide baseline results\non 1) high-resolution image generation, and 2) image generation conditioned on\nthe given text descriptions. We invite the community to improve upon these\nbaselines. In this paper, we also outline the details of a challenge that we\nare launching based upon this dataset.","url_abs":"http://arxiv.org/abs/1806.08317v2","url_pdf":"http://arxiv.org/pdf/1806.08317v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"fashion-gen-the-generative-fashion-dataset","repo_url":"https://github.com/AemikaChow/DATASOURCE","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok"}},{"paper_slug":"fashion-gen-the-generative-fashion-dataset","repo_url":"https://github.com/hssip/fashionsap","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"BSD-3-Clause"}},{"paper_slug":"fashion-gen-the-generative-fashion-dataset","repo_url":"https://github.com/iphysresearch/DataSciComp","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[{"task_slug":"image-generation","task_name":"Image Generation"}],"methods":[{"method_slug":"1-bit-adam","method_name":"1-bit Adam"},{"method_slug":"adam","method_name":"Adam"}],"datasets_introduced":[{"slug":"fashion-gen","name":"Fashion-Gen","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1806.08317","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}