Publication:
The Art of Machine Learning as Fashion Stylish for Designing Clothes

dc.contributor.authorKEYDAL, DUYGU
dc.contributor.authorOYMAK, ERENCAN
dc.contributor.authorDEMİR, KADİR BATUHAN
dc.contributor.authorYılmaz, Güray
dc.contributor.authorŞAHİNGÖZ, ÖZGÜR KORAY
dc.date.accessioned2023-04-05T12:19:17Z
dc.date.available2023-04-05T12:19:17Z
dc.date.issued2022
dc.description.abstractOver the years, designers have come to the fore with their originality and personal styles and have shaped the fashion industry with their designs. However, due to the progress of time, designers have become unable to meet the demands of all consumers. Since it takes a lot of time to produce an original design, the production process progresses slowly, and customers are uncomfortable with this situation. As in many other industries, designers are trying to solve this problem with the help of artificial intelligence, which is indispensable in the fields of commerce, art, and security. It first entered the fashion sector with drawing programs in the 1950s and has started to change the fashion sector since the 2000s. In the 1950s, artificial intelligence was used only to create a virtual drawing environment When the designer makes a mistake, he can simply erase the mistake and continue working on the design without having to start the whole design from scratch. These programs have greatly facilitated the work of designers. Designers are now able to draw their designs in a much shorter time. But even this shortened period is not enough for the whole fashion industry. Designers could still not keep up with the demands of all customers. Thanks to researchers who added different perspectives to artificial intelligence in the early 2000s with its usage not only for drawing but also for designing, Therefore, in this paper, it is aimed at producing some original designs by preserving the designer's style with the use of Aí techniques. With the proposed model, it has become able to produce ready-made designs by using features such as object detection and visual processing. The experimental results showed that Aí techniques are very successful for combining different patterns for producing an original fashion style. © 2022 IEEE.en
dc.identifier.citationD. Keydal, E. Oymak, K. B. Demir, G. Yilmaz and O. K. Sahingoz, "The Art of Machine Learning as Fashion Stylish for Designing Clothes," 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Turkey, 2022, pp. 1-7, doi: 10.1109/HORA55278.2022.9799865.
dc.identifier.isbn978-166546835-0
dc.identifier.scopus2-s2.0-85133964173
dc.identifier.urihttps://doi.org/10.1109/HORA55278.2022.9799865
dc.identifier.urihttps://hdl.handle.net/11413/8427
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.journalHORA 2022 - 4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subjectArt
dc.subjectArtificial Intelligence
dc.subjectDesign
dc.subjectPattern
dc.subjectTechnology
dc.titleThe Art of Machine Learning as Fashion Stylish for Designing Clothesen
dc.title.alternative4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022en
dc.typeconferenceObject
dspace.entity.typePublication
local.indexed.atscopus
local.journal.endpage7
local.journal.startpage1
relation.isAuthorOfPublicationc0dcce72-7c1e-4e9b-ae5c-5f3de0540a4d
relation.isAuthorOfPublication.latestForDiscoveryc0dcce72-7c1e-4e9b-ae5c-5f3de0540a4d

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