DeepHair: A DeepFake-Based Hairstyle Preview System

In this paper, a deepfake-based hairstyle preview system is proposed. Most of the existing hairstyle preview systems have limitations for hairstyle transferring from still images. To provide a reliable hairstyle preview experience from different angle of views in a video, we propose a prototype system based on deepfake. A user's face can be appropriately transplanted into a hairstyle target model's face part. Additionally, users can preview various hairstyles from different angle of views in the generated hairstyle preview video. In this prototype, we provide 8 previewing hairstyles for female users and male users, including: central parting, ponytail, wavy bob, and curls for female; man bun, middle part, bangs, and side part for male.