Design and Product Development

Accessory Classification System for Standardization of Learning Data of Fashion AI Coordinator: Bag and Scarf

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Abstract

Clothing is most important item in fashion coordination (Baek & Kim, 2011), but various accessories are often used to create a desired image. Therefore, for fashion AI to suggest a coordination comparable to that of a human coordinator, it is necessary to understand the fashion image and emotion that is changed in various ways by the combination of accessories and clothes. For this, learning about basic attributes of fashion accessories is required, and could be done based on learning data of fashion accessories with systematic and consistent tagging or labeling. As a follow-up work to the previous research on the classification system of clothing items (Park & Choi, 2020a: Park & Choi, 2020b), this study proposes a classification system for bags and scarves, which are basic accessories used in fashion coordination.

Keywords: bag, scarf, classification system, form attributes, fashion AI

How to Cite:

Park, N., Lee, Y. & Choi, Y., (2022) “Accessory Classification System for Standardization of Learning Data of Fashion AI Coordinator: Bag and Scarf”, International Textile and Apparel Association Annual Conference Proceedings 78(1). doi: https://doi.org/10.31274/itaa.13556