Digital publishers are continuously looking for ways to streamline and automate their media workflows in order to generate and publish new content as rapidly as they can.
Many publishers have a large library of stock images that they use for their articles. These images can be reused many times for different stories, especially when the publisher has images of celebrities. Quite often, a journalist may need to crop out a desired celebrity from an image to use for their upcoming story. This is a manual, repetitive task that should be automated. Sometimes, an author may want to use an image of a celebrity, but it contains two people and the primary celebrity needs to be cropped from the image. Other times, celebrity images might need to be reformatted for publishing to a variety of platforms like mobile, social media, or digital news. Additionally, an author may need to change the

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