  The hair and beauty industry is one of the fastest growing industries. This
led to the development of various applications, such as virtual hair dyeing or
hairstyle translations, to satisfy the need of the customers. Although there
are several public hair datasets available for these applications, they consist
of limited number of images with low resolution, which restrict their
performance on high-quality hair editing. Therefore, we introduce a novel
large-scale Korean hairstyle dataset, K-hairstyle, 256,679 with high-resolution
images. In addition, K-hairstyle contains various hair attributes annotated by
Korean expert hair stylists and hair segmentation masks. We validate the
effectiveness of our dataset by leveraging several applications, such as
hairstyle translation, and hair classification and hair retrieval. Furthermore,
we will release K-hairstyle soon.
