ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,456,223, issued on Oct. 28, was assigned to UBOTICA TECHNOLOGIES Ltd. (Dublin).
"System and method for maximizing inference accuracy using recaptured datasets" was invented by David Donohoe (Dublin) and Aubrey Dunne (Dublin).
According to the abstract* released by the U.S. Patent & Trademark Office: "The system and methods of the various embodiments enable convolutional neural networks to be trained for improved accuracy for a particular class of cameras, where the training is performed on one or more pre-existing datasets by recapturing the existing datasets using one or more cameras of the same class. Further, the system and methods of the various embodiments enable the accuracy of...