Implementations generally relate to generating multiple user media compositions (e.g., photo compositions) in connection with a social network system. In one implementation, a method includes detecting a plurality of devices based on one or more location criteria. The method also includes synchronizing an actuation of the plurality of devices. The method also includes receiving photos from the plurality of devices. The method also includes generating one or more compositions from the photos.