Most people in the U.S. probably haven't heard of this app, even though it's been around since 2008. It just released in the U.S. and starting to go hashtag viral.
It uses facial recognition and AR to make your selfies beautiful/creepy, similar to Snapchat lenses. For example:
Product Hunt