가상 착용(VITON, Virtual Try-on)은 사실적인 영상을 생성이 가능한 생성적 적대 신경망(Generative Adversarial Network)기술을 활용한 분야로서, 특정 모델과 특정 패션 상품 이미지를 입력으로 하여 해당 모델이 해당 상품을 착용한 것과 같은 이미지를 생성해 내는 것을 목표로 한다. 하지만 가상 착용 분야를 위한 공개 데이터 세트는 저해상도의 여성 모델, 상의 제품, 정면뷰에 국한된 데이터를 포함하고, 현재는 여러 법적인 문제 때문에 비공개로 전환된 상황이다. 이를 문제점을 극복하기 위하여 본 연구에서는 가상 착용 이미지 생성에 활용 가능한 데이터 세트인 ‘Fashion-HD’를 구축하고 공개한다. Fashion-HD는 기존 데이터세트와 비교하여 질적, 양적으로 다양한 장점이 있으며, 관련 저작권, 초상권 확보하고 비식별화 처리함으로써 적법성을 보장한 데이터 세트로서 추후 다양한 연구개발에 활용될 수 있을 것이라 기대한다. 데이터는 다음 링크에서 다운이 가능하다(https://aihub.or.kr/aidata/30755).
KSP Keywords
Virtual try-on, generative adversarial network
Copyright Policy
ETRI KSP Copyright Policy
The materials provided on this website are subject to copyrights owned by ETRI and protected by the Copyright Act. Any reproduction, modification, or distribution, in whole or in part, requires the prior explicit approval of ETRI. However, under Article 24.2 of the Copyright Act, the materials may be freely used provided the user complies with the following terms:
The materials to be used must have attached a Korea Open Government License (KOGL) Type 4 symbol, which is similar to CC-BY-NC-ND (Creative Commons Attribution Non-Commercial No Derivatives License). Users are free to use the materials only for non-commercial purposes, provided that original works are properly cited and that no alterations, modifications, or changes to such works is made. This website may contain materials for which ETRI does not hold full copyright or for which ETRI shares copyright in conjunction with other third parties. Without explicit permission, any use of such materials without KOGL indication is strictly prohibited and will constitute an infringement of the copyright of ETRI or of the relevant copyright holders.
J. Kim et. al, "Trends in Lightweight Kernel for Many core Based High-Performance Computing", Electronics and Telecommunications Trends. Vol. 32, No. 4, 2017, KOGL Type 4: Source Indication + Commercial Use Prohibition + Change Prohibition
J. Sim et.al, “the Fourth Industrial Revolution and ICT – IDX Strategy for leading the Fourth Industrial Revolution”, ETRI Insight, 2017, KOGL Type 4: Source Indication + Commercial Use Prohibition + Change Prohibition
If you have any questions or concerns about these terms of use, or if you would like to request permission to use any material on this website, please feel free to contact us
KOGL Type 4:(Source Indication + Commercial Use Prohibition+Change Prohibition)
Contact ETRI, Research Information Service Section
Privacy Policy
ETRI KSP Privacy Policy
ETRI does not collect personal information from external users who access our Knowledge Sharing Platform (KSP). Unathorized automated collection of researcher information from our platform without ETRI's consent is strictly prohibited.
[Researcher Information Disclosure] ETRI publicly shares specific researcher information related to research outcomes, including the researcher's name, department, work email, and work phone number.
※ ETRI does not share employee photographs with external users without the explicit consent of the researcher. If a researcher provides consent, their photograph may be displayed on the KSP.