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The Inventors have developed a high-performance method for object recognition that is modeled from the human visual cortex. Object detection and recognition may be used for a broad set of tasks such as image classification, face detection and vehicle detection. It is applicable to a rapidly growing number of industries including health sciences, manufacturing and security.