US Patent Issued on May 5 for "Method for generating a detailed visualization of machine learning model behavior" (Dutch, German Inventors)

ALEXANDRIA, Va., May 5 -- United States Patent no. 12,619,679, issued on May 5.

"Method for generating a detailed visualization of machine learning model behavior" was invented by Brian Ermans ('s-Hertogenbosch, Netherlands), Peter Doliwa (Hamburg, Germany), Gerardus Antonius Franciscus Derks (Dongen, Netherlands), Wilhelmus Petrus Adrianus Johannus Michiels (Reusel, Netherlands) and Frederik Dirk Schalij (Eindhoven, Netherlands).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method is provided for generating a visualization for explaining a behavior of a machine learning (ML) model. In the method, an image is input to the ML model for an inference operation. The input image has an increased resolution comp...