ALEXANDRIA, Va., Feb. 17 -- United States Patent no. 12,555,365, issued on Feb. 17, was assigned to Fraunhofer USA Inc. (Plymouth, Mich.).
"Systematic testing of AI image recognition" was invented by Mikael Lindvall (Greenbelt, Md.) and Rohan Reddy Mekala (Silver Spring, Md.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed are systems and methods including software processes for developing test cases for testing robustness of AI-based image-recognition models-under-test (MUTs) with respect to types of image variation transformations. The system may generate various types of robustness metrics for the MUT and output user-readable reports about the MUT's performance. The system trains machine-learning ...