There are already over 700 million CCTV cameras installed in cities worldwide, with 20 cities having over 10 cameras installed per every 1,000 residents. Furthermore, video data captured by privately owned cameras, body-worn cameras, smartphones, drones, and dashcams offer additional precious sources of intelligence that cities can use to improve efficiency, effectiveness, and safety of...