Images fed to a deep neural network have in general undergone several handcrafted image signal processing (ISP) operations, all of which been optimized produce visually pleasing images. In this work, we investigate the hypothesis that intermediate representation images is sub-optimal for downstream computer vision tasks compared RAW representation. We suggest operations ISP instead should be to...