1. A system comprising: a system processor; a system memory; and an image transformation engine stored in the system memory; wherein the system processor is configured to execute the image transformation engine to: receive image data corresponding to a two-dimensional (2D) representation of an image; detect a hand drawn modification added by a user to the 2D representation of the image; synthesize a texture corresponding to the hand drawn modification added by the user to the 2D representation of the image; and produce a three-dimensional (3D) augmented reality representation of the image having the texture corresponding to the hand drawn modification added by the user for display to the user, wherein the texture corresponding to the hand drawn modification added by the user covers a surface of the 3D augmented reality representation of the image corresponding to a portion that is not visible in the 2D representation of the image, wherein the portion corresponds to a rear view of an object in the image, wherein the rear view is not visible in the 2D representation of the image.