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We have developed for Sisma Spa a software for scanning and recognition of different objects scattered on a work table. With a single 2D photo, the application captures an image of the objects. Then individually recognize the pattern of each object, establishing its position and rotation angle. Objects that are not detected by any model are labeled as defective.