Various disclosed embodiments are directed to image-to-material translation based on delighting an input image, thereby allowing proper capturing of the color and geometry properties of the input image for generating a visual rendering. This, among other functionality described herein, improves the inaccuracies, user experience, and computing resource consumption of existing technologies.