A digital camera for capturing images and for adding personal image metadata labels to the captured images, including an image sensor for capturing a plurality of images; an analog-to-digital converter for digitizing the plurality of captured images, from the image sensor, to produce a plurality of captured digital images. Also, included in the digital camera is a memory location for storing the plurality of captured digital images; a display coupled to the memory location for displaying at least one of the plurality of captured digital images. The digital camera has a user control for selecting a personal image metadata label which corresponds to an emotional or aesthetic category as judged by a user; and a processor responsive to the user control for associating the personal image metadata label with the at least one of the plurality of displayed captured digital image.