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The hair and beauty industry is a fast-growing industry. This led to thedevelopment of various applications, such as virtual hair dyeing or hairstyletransfer, to satisfy the customer's needs. Although several hairstyle datasetsare available for these applications, they often consist of a relatively smallnumber of images with low resolution, thus limiting their performance onhigh-quality hair editing. In response, we introduce a novel large-scale Koreanhairstyle dataset, K-hairstyle, containing 500,000 high-resolution images. Inaddition, K-hairstyle includes various hair attributes annotated by Koreanexpert hairstylists as well as hair segmentation masks. We validate theeffectiveness of our dataset via several applications, such as hair dyeing,hairstyle transfer, and hairstyle classification. K-hairstyle is publiclyavailable at https://psh01087.github.io/K-Hairstyle/.

K-Hairstyle: A Large-Scale Korean Hairstyle Dataset For Virtual Hair Editing And Hairstyle Classification