Time, Inc. is the largest magazine media company in the U.S., owning brands like People, Time, and Sports Illustrated. Their magazine editors receive over 200,000 photos in a very small window of time from large events like the Oscars and the Super Bowl. Our goal was to make the image search and selection processes more efficient by creating modules that add metadata to each photo that indicate image quality and the presence of significant features.