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Moda Tasarımında Yapay Zekanın Kullanımı

Yıl 2024, Cilt: 23 Sayı: 92, 1698 - 1715, 08.10.2024
https://doi.org/10.17755/esosder.1477707

Öz

Öz
Bu çalışmanın amacı, moda tasarımında yapay zekâ sistemlerinin kullanımının, tasarım sürecinde tasarımcıya ve endüstriye getirdiği kolaylık ve yenilikleri inceleyerek gelecekte moda tasarım alanında yapay zekâ teknolojisinin sunacağı fırsatları araştırmaktır. Yapay zekâ sistemleri günümüzde birçok alanda olduğu gibi tasarım alanında da hız ve verimlilik açısından alternatif çözümlerle endüstrinin bir parçası haline gelmektedir. Araştırmaya göre, moda tasarımında yapay zekâ kullanımı zaman tasarrufu sağlayarak, müşterinin isteklerini ve ihtiyaçlarını daha iyi anlama ve buna bağlı olarak daha verimli sonuçlar alma, hızlı ve kolay bir şekilde daha fazla kaynağa ulaşıp, değerlendirme gibi konularda tasarımcıya katkı sunmaktadır. Bunun yanında tasarımcı ve müşterinin interaktif çalışması, trendlerin hızlı analizi ve tasarımın herkes tarafından kolayca uygulanıp, herkesin tasarım yeteneğini ortaya koyabileceği bir araç olması açısından da yapay zekanın moda tasarımdaki katkıları çok önemlidir.
Anahtar Kelimeler: Moda Tasarım, Yapay Zekâ Kullanımı, Dijital Tasarım
Abstract
The aim of this study is to examine the convenience and innovations that usage of artificial intelligence systems brings to both the designer and the industry in the design process, and to research the opportunities that artificial intelligence technology will offer in the field of fashion design in the future. Artificial intelligence systems are becoming an integral part of the industry in the field of design, as in many other areas, offering alternative solutions in terms of speed and efficiency. According to the research, the use of artificial intelligence in fashion design not only facilitates time savings for designers but also enhances their understanding of customer preferences. It also ensures that designers reach a greater amount of resources easily and quickly, thereby obtaining more efficient results. Additionally, the role of artificial intelligence as a tool for interactive collaboration between designers and customers, the capability of conducting trend analysis, and its function for everyone, enabling the demonstration of design skills, constitute critical contributions to fashion design.
Key Words: Fashion Design, Utilization of Artificial Intelligence, Digital Design

Kaynakça

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The Use of Artificial Intelligence in Fashion Design

Yıl 2024, Cilt: 23 Sayı: 92, 1698 - 1715, 08.10.2024
https://doi.org/10.17755/esosder.1477707

Öz

Kaynakça

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  • Deveci, M. (2022). Yapay zekâ uygulamalarının sanat ve tasarım alanlarına yansıması. Vankulu Sosyal Araştırmalar Dergisi, (9), 118–140. https://doi.org/10.55089/yyuvasad.1115961
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  • Jain, M. (2019, 23 Nisan). An AI “designer” just won runner-up in a major fashion design competition. Radii. https://radii.co/article/an-ai-designer-just-won-runner-up-in-a-major-fashion-design-competition
  • Jawaid, R. (2023, 27 Ağustos). 20+ Midjourney prompts for fashion designers in different styles. The Tech Mantle. https://www.thetechmantle.com/midjourney-prompts-for-fashion-designers/
  • Kang, W. C., Fang, C., Wang, Z., & McAuley, J. (2017, 18-21 Kasım). Visually-aware fashion recommendation and design with generative image models [conference presentation abstract]. IEEE International Conference on Data Mining (ICDM), 207–216. https://doi.org/10.1109/ICDM.2017.30
  • Karataş, Z. (2015). Sosyal bilimlerde nitel araştırma yöntemleri. Manevi temelli sosyal hizmet araştırmaları dergisi, 1(1), 62–80.
  • Kotouza, M. T., Tsarouchis, S. F., Kyprianidis, A. C., Chrysopoulos, A. C., & Mitkas, P. A. (2020, 5-7 Temmuz). Towards fashion recommendation: An AI system for clothing data retrieval and analysis. Artificial intelligence applications and innovations [conference presentation abstract].16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, Proceedings, Part II 16, (433-444). Springer International Publishing. https://doi.org/10.1007/978-3-030-49186-4_36¬
  • Liimatainen, M. (t.y.). About. https://mattiliimatainen.com/about adresinden 10 Aralık 2023 tarihinde alınmıştır.
  • Moda Kariyeri (2022, 14 Aralık). Moda zaman tüneli: 19. ve 20. yüzyıllar. https://modakariyeri.com/moda-zaman-tuneli
  • Nadasbaş, S. E. (2020). Bilişsel bilişim teknolojilerinin moda endüstrisinde kullanımı. International Journal of Socıal Humanities Sciences Research, 7(50), 195–213. https://doi.org/10.26450/jshsr.1756
  • Nayak, R., & Padhye, R. (2018). Artificial intelligence and its application in the apparel industry. In Automation in Garment Manufacturing (pp. 109-138). Woodhead Publishing. https://doi.org/10.1016/B978-0-08-101211-6.00005-7
  • Öngün, C. (2020, 6 Şubat). Generative adversarial networks (gan) nedir? Medium. https://cihanongun.medium.com/generative-adversarial-networks-gan-nedir-5cc6a48a6870
  • Pardes, A. (2019, 11 Temmuz). AI's latest job? Designing cool t-shirts. Wired. https://www.wired.com/story/artificial-intelligence-in-fashion-design/
  • Peacock, S., F. (2012, 12 Temmuz). IBM Watson: The future of Bollywood fashion is cognitive. IBM. https://admin02.prod.blogs.cis.ibm.net/blogs/think/2017/07/42019/
  • Rietze, A., (2016, 2 Eylül). Project Muze: Fashion inspired by you, designed by code. Google in Europe. https://blog.google/around-the-globe/google-europe/project-muze-fashion-inspired-by-you/
  • Särmäkari, N., & Vänskä, A. (2022). ‘Just hit a button!’–fashion 4.0 designers as cyborgs, experimenting and designing with generative algorithms. International Journal of Fashion Design, Technology and Education, 15(2), 211–220. https://doi.org/10.1080/17543266.2021.1991005
  • Sayın, E. (2022, 4 Nisan). Moda endüstrisinde yeni devir: Dijital moda. Trt Haber.https://www.trthaber.com/haber/bilim-teknoloji/moda-endustrisinde-yeni-devir-dijital-moda-675760.html
  • Schwab, K. (2018, 22 Ağustos). This AI designs Balenciaga better than Balenciaga. Fast Company. https://www.fastcompany.com/90223486/this-ai-designs-balenciaga-better-than-balenciaga
  • Singh, M., Bajpai, U., V, V., & Prasath, S. (2020). Generation of fashionable clothes using generative adversarial networks: A preliminary feasibility study. International Journal of Clothing Science and Technology, 32(2), 177–187. https://doi.org/10.1108/IJCST-12-2018-0148
  • Soylu, A. (2018). Endüstri 4.0 ve girişimcilikte yeni yaklaşımlar. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, (32), 43–57. https://doi.org/10.30794/pausbed.424955
  • Stinson, L. (2016, 3 Mayıs). IBM's Watson helped design Karolina Kurkova's light-up dress for the Met Gala. Wired. https://www.wired.com/2016/05/ibms-watson-helped-design-karolina-kurkovas-light-dress-met-gala/
  • Stolyar, B. (2018, 14 Şubat 14). At N.Y. fashion week, Badgley Mischka let audience vote on designs with an app. Digitaltrends. https://www.digitaltrends.com/mobile/badgley-mischka-runway-app-new-york-fashion-week/
  • Subaşı, M., & Okumuş, K. (2017). Bir araştırma yöntemi olarak durum çalışması. Atatürk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 21(2), 419–426.
  • Sussex Tech. (t.y.). William Lee’s knitting machine. Sussex County Vocational Technical School. https://www.sussexvt.k12.de.us/science/The%20History%20of%20the%20World%201500-1899/William%20Lee.htm adresinden 09 Ocak 2024 tarihinde alınmıştır.
  • The Cutt, IBM (t.y.). A look inside Marchesa. The Cutt. https://www.thecut.com/2016/04/met-gala-dress-designed-by-marchesa-ibm-watson-c-v-r.html adresinden 23 Ocak 2024 adresinden alınmıştır.
  • The North Lines (2023, 27 Eylül). Yapay zekânın küresel ekonomiye 4,4 trilyon dolar katkı sağlayabileceği öngörülüyor. T.C. Ticaret Bakanlığı. https://ticaret.gov.tr/blog/sektor-haberleri/yapay-zekanin-kuresel-ekonomiye-4-4-trilyon-dolar-katki-saglayabilecegi-ongoruluyor
  • Tutar, H. (2023). Nitel araştırma deseni belirleme ölçütleri ve gerekçelendirilmesi. Kastamonu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 25(1), 334–355. https://doi.org/10.21180/iibfdkastamonu.1190123
  • Watson, L. (2007). Modaya Yön Verenler (G. Ayas, Çev.). (1. Baskı). Güncel Yayıncılık.
  • Wickramarathne, P., De Silva, M., Weerasinghe, C., Nanayakkara, H., Abeygunawardhana, P., & Silva, S. (2019, 5-6 Aralık). Trenditex: An intelligent fashion designer [conference presentation abstract]. In 2019 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) (pp. 505–510). IEEE. https://doi.org/10.1109/ISRITI48646.2019.9034631
  • Wilson, A. (2023, 25 Mayıs). Midjourney fashion: How to create inspiring designs. Approachable AI. https://approachableai.com/midjourney-fashion/
  • Yıldırım, A., & Şimşek, H. (2008). Sosyal bilimlerde nitel araştırma yöntemleri (6. Baskı). Seçkin Yayıncılık.
  • Yüksel, H., Çalışkan, F., & Dayık, M. (2016). Genetik algoritmaların tasarım sürecinde kullanılması. Teknik Bilimler Dergisi, 6(2).
  • Yüksel, N., Börklü, H. R., Sezer, H. K., & Canyurt, O. E. (2023). Review of artificial intelligence applications in engineering design perspective. Engineering Applications of Artificial Intelligence, 118, 105697. https://doi.org/10.1016/j.engappai.2022.105697
  • Zhuang, W., Ye, C., Xu, Y., Mao, P., & Zhang, S. (2022). Chat-to-Design: AI assisted personalized fashion design. arXiv. https://doi.org/10.48550/arXiv.2207.01058
Toplam 64 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Sosyoloji (Diğer), Ürün ve Marka Yönetimi
Bölüm Makaleler
Yazarlar

Başak Boğday Sayğılı 0000-0001-8302-7935

Pınar Güven 0009-0003-7372-1108

Erken Görünüm Tarihi 30 Eylül 2024
Yayımlanma Tarihi 8 Ekim 2024
Gönderilme Tarihi 4 Mayıs 2024
Kabul Tarihi 15 Temmuz 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 23 Sayı: 92

Kaynak Göster

APA Boğday Sayğılı, B., & Güven, P. (2024). Moda Tasarımında Yapay Zekanın Kullanımı. Elektronik Sosyal Bilimler Dergisi, 23(92), 1698-1715. https://doi.org/10.17755/esosder.1477707

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Elektronik Sosyal Bilimler Dergisi (Electronic Journal of Social Sciences), Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı ile lisanslanmıştır.

ESBD Elektronik Sosyal Bilimler Dergisi (Electronic Journal of Social Sciences), Türk Patent ve Marka Kurumu tarafından tescil edilmiştir. Marka No:2011/119849.