The present disclosure provides systems and methods for color prediction. The systems and methods can be configured to utilize machine learning and user input data to generate color transformation process, whereby perceived colors between images may be indistinguishable from one another despite having different color model values, thereby improving and rendering more accurate or desired color perception to an end-user.