1. A method of producing a stereo image from a digital video, comprising: (a) receiving a digital video including a plurality of digital images captured by an image capture device; (b) using a processor to produce stereo suitability scores for at least two digital images from the plurality of digital images; (c) selecting a stereo candidate image based on the stereo suitability scores; (d) producing a stereo image from the selected stereo candidate image wherein the stereo image includes the stereo candidate image and an associated stereo companion image based on the plurality of digital images from the digital video; and (e) storing the stereo image whereby the stereo image can be presented for viewing by a user.