Posting attractive facial photos is part of everyday life in the social media era. Motivated by demand, we propose a lightweight method to automatically and efficiently beautify shapes both portrait non-portrait faces photos, while allowing users customize beautification individual features. Previous methods focus on mostly frontal neutral faces, without incorporating user controllability proce...