Some law enforcement and other government agencies like DMVs and the State Department collect photographs of people’s faces. The digital images are then converted into a mathematical representation of pre-designated measurements, often called a “face template,” and uploaded into a common database. Manufacturers and advocates for facial recognition technologies often present these systems as a “silver bullet” for law enforcement, but they are often error-prone and present serious challenges to privacy and due process.