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Research on Network Clothing Design System Based on Artificial Intelligence.

Research on Network Clothing Design System Based on Artificial Intelligence.

Authors :
Yu, Dan
Zhao, Peipei
Source :
Procedia Computer Science; 2024, Vol. 247, p27-35, 9p
Publication Year :
2024

Abstract

Under the background of digitalization and networking, the fashion industry is undergoing unprecedented changes. In such a big environment, online clothing design based on artificial intelligence technology is a brand-new innovation and development direction. In this paper, the online fashion design is taken as the research object, and the latest artificial intelligence algorithm is combined to discuss the fashion design automation and personalized design method based on AI(Artificial Intelligence). The online clothing design system based on artificial intelligence uses deep learning, image recognition and machine learning methods to analyze user preferences, historical data and fashion trends, and automatically generate personalized and innovative clothing design schemes. In addition, this study also compares the differences between artificial intelligence-driven clothing design and traditional clothing design in creativity, cost-effectiveness and user satisfaction. In the AI design method, the design cycle is generally shorter, in which the automatic primary, intermediate and advanced design takes 8 days, 6 days and 4 days respectively, while the expert-aided design and fully customized design cycle takes 5 days and 7 days respectively. The research results of this paper will promote the automation and personalization of fashion design, and open up a brand-new working mode for the development of fashion industry. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
247
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
180928868
Full Text :
https://doi.org/10.1016/j.procs.2024.10.004