1. A method for determining an event classification for digital images, comprising: receiving one or more digital images; detecting one or more lit candles within the one or more digital images; using a data processor to automatically determine an event classification responsive to analyzing a spatial arrangement of the detected lit candles in the one or more digital images; and storing metadata in a processor-accessible memory associating the determined event classification with each of the one or more digital images.