1. A method comprising: receiving an image of at least one product within an inventory environment; identifying at least one candidate product instance based on a configuration profile; performing object recognition analysis on the image based on stored product images corresponding to the at least one candidate product instance to provide product recognition data; and providing an extracted planogram based on the product recognition data.