Abstract Photo composition is one of the most important factors in aesthetics photographs. As a popular application, recommendation for photo focusing on specific subject has been ignored by recent deep-learning-based approaches. In this paper, we propose subject-aware image method, SAC-Net, which takes an RGB and binary window mask as input, returns good compositions crops containing subject. ...