{"id":636,"date":"2018-09-15T14:12:50","date_gmt":"2018-09-15T06:12:50","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/ece\/?post_type=nus-news&p=636"},"modified":"2024-07-31T16:29:51","modified_gmt":"2024-07-31T08:29:51","slug":"achievements-in-computer-vision-for-fashion-art-and-design-at-the-fashion-genchallenge-2018-at-the-eccv2018","status":"publish","type":"nus-news","link":"https:\/\/cde.nus.edu.sg\/ece\/news\/achievements-in-computer-vision-for-fashion-art-and-design-at-the-fashion-genchallenge-2018-at-the-eccv2018\/","title":{"rendered":"Achievements in computer vision for fashion, art and design at the \u201cFashion GenChallenge 2018\u201d at the ECCV2018"},"content":{"rendered":"

An attention-driven generative network for generating fashion images conditioned on input text descriptions developed by a team comprising Mr. Kenan Emir Ak<\/strong> (NUS-ECE & A*STAR scholar), Dr. Ashraf A. Kassim (NUS-ECE)<\/strong>, Dr. Lim Joo Hwee (I2R-A*STAR), Dr. Tham Jo Yew (ESP xMedia Pte. Ltd.) was ranked second overall at the recent \u201cFashionGen challenge\u201d organized as part of the Computer Vision for Fashion, Art and Design Workshop at the European Conference on Computer Vision 2018 (ECCV2018) in Munich, Germany (8 to 14 September 2018).<\/p>\n

The \u201cFashionGen challenge\u201d<\/strong> jointly organized by Ssense & Element AI, is the first of its kind for \u2018text-to-image synthesis\u2019 tasks and the winners were determined after user evaluations which checked for the correlation between the text and generated images.<\/p>\n

Top nine submissions were shortlisted from the many worldwide submissions using algorithm generated scores and these were then ranked based on user evaluations that checked for visual quality, and the correlation between the text and generated images. The figure below shows fashion images generated by our algorithm for various text descriptions.<\/p>\n","protected":false},"excerpt":{"rendered":"

An attention-driven generative network for generating fashion images conditioned on input text descriptions developed by a team comprising Mr. Kenan Emir Ak (NUS-ECE & A*STAR scholar), Dr. Ashraf A. Kassim (NUS-ECE), Dr. Lim Joo Hwee (I2R-A*STAR), Dr. Tham Jo Yew (ESP xMedia Pte. Ltd.) was ranked second overall at the recent \u201cFashionGen challenge\u201d organized as<\/p>\n","protected":false},"author":31,"featured_media":639,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"news_category":[37,47],"class_list":["post-636","nus-news","type-nus-news","status-publish","has-post-thumbnail","hentry","news_category-ece","news_category-awards-achievements"],"acf":[],"_links":{"self":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/news\/636","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/types\/nus-news"}],"author":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/users\/31"}],"version-history":[{"count":2,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/news\/636\/revisions"}],"predecessor-version":[{"id":14939,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/news\/636\/revisions\/14939"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/media\/639"}],"wp:attachment":[{"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/media?parent=636"}],"wp:term":[{"taxonomy":"news_category","embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/ece\/wp-json\/wp\/v2\/news_category?post=636"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}