The invention provides a system and method for automatically annotating pictures in an image-capture device. The system includes an image capture system that is configured to capture an image. A memory is coupled to the image capture system and is configured to maintain a user-specific database. A processor is coupled to the memory and is configured to annotate the image with a tag based on data from the user-specific database.