1. A method for measuring retail store display compliance, comprising: capturing one or more images of one or more product displays, product shelves or products using an image capture unit capable of obtaining the images at multiple locations; associating the one or more captured images with related information; transmitting the one or more captured images and the related information to a processing location for storage and processing; receiving the one or more captured images and the related information at the processing location and storing the one or more captured images and related information in a repository; processing the one or more captured images; comparing the one or more product displays, product shelves or products in the one or more captured images with a library to identify the one or more product displays, product shelves or products and obtain identification information about the one or more product displays, product shelves or products; storing the one or more identified captured images and identification information for the one or more product displays, product shelves or products in the repository; analyzing the one or more product displays, product shelves or products in the one or more captured images and identification information; and generating one or more summary reports or one or more alerts based upon the analysis.