As the primary researcher and engineer on this project, I'm really excited to finally have been able to release this, and it's also the first system we've shown off that includes a technical whitepaper. Nothing would make me happier than seeing a paper come out in Arxiv that improves this system.
This is a great application of computer vision applied to everyday business problems. Kudos to the shutterstock search/CV team.