Imagine being able to have one of the greatest painters in history, such as Vincent van Gogh or Pablo Picasso, recreate a photo of your liking using their own unique style. In a nutshell, this is what style transfer allows us to do. Quite simply, it's the process of generating a photo using the style of one with the content of another, as shown here:
In this section, we will describe, albeit at a high level, how this works and then move on to an alternative that allows us to perform a similar process in significantly less time.