1. A system for generating a synthesized image including desired content presented in a desired style comprising: one or more processors; memory readable by the one or more processors; and instructions stored in the memory that when read by the one or more processors direct the one or more processors to: receive a source content image that includes desired content for a synthesized image, receive a source style image that includes a desired texture for the synthesized image, determine a localized loss function for a pixel in at least one of the source content image and the source style image, and generate the synthesized image by: optimizing a value of a pixel in the synthesized image to a content loss function of a corresponding pixel in the content source image and a style loss function of a corresponding pixel in the source style image wherein at least one of the corresponding pixels is the pixel that has a determined localized loss function and one of the content loss function and the source loss function is the determined localized loss function.