The description relates to cameras and privacy covers for the cameras. One example can include a body defining a front-end and an opposing back-end that have matching profiles and a lens positioned in the front-end. This example can include an automatically self-aligning and self-retaining opaque privacy cover having a profile that matches both the front-end profile and the back-end profile of the body.