1. A method for detecting an object in an image comprising: obtaining one or more real images; analyzing the one or more real images and deriving a set of parameters defining each of the one or more real images; creating a modified image by: inserting at least one artificial object into at least one of the one or more real images; removing at least one object in at least one of the one or more real images; or a combination of inserting and removing; analyzing the modified image to derive a set of parameters defining the modified image; comparing the set of parameters derived from the modified image with the set of parameters derived from the one or more real images; determining the likelihood of additional objects being present within the one or more real images; repeating the steps of creating, analyzing, comparing and determining; stopping the steps of creating, analyzing, comparing and determining when the probability of additional, unidentified objects being present in the one or more real images has met a predetermined level; and generating a report describing compiled results of repeating the steps of inserting, analyzing, comparing and determining.