US Patent Issued to Canva on Sept. 8 for "Class-based training of a machine learning model for image processing" (Austrian Inventors)

ALEXANDRIA, Va., Sept. 8 -- United States Patent no. 12,731,216, issued on Sept. 8, was assigned to Canva Pty Ltd (Surry Hills, Australia).

"Class-based training of a machine learning model for image processing" was invented by Sanchit Sanchit (Vienna) and Alexander Tack (Vienna).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods of training a machine learning model for image processing are described. A method of training includes utilising as a learning objective a reduction or minimisation of a combination of both an image loss and a classification loss. A method of training includes utilising unsupervised images pairs generated by applying a selected degradation model to a target image, the selected de...