1. A computer-implemented method of processing a digital image, comprising operating a processor to perform operations comprising: determining an image quality metric score based on an analysis of at least a portion of the digital image and without regard to any other image; selecting an image management recommendation label from a set of image management recommendation labels based on the image quality metric score and without regard to information derived from any image other than the digital image, wherein each of the image management recommendation labels connotes a respective suggestion for managing the digital image; and outputting the selected image management recommendation label in association with the digital image.