Patents by Inventor Kazuya Hirayu

Kazuya Hirayu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • DATA AUGMENTATION FOR MACHINE LEARNING
    Publication number: 20230153383
    Abstract: A computer implemented method trains an image recognition model. A set of processor units creates a saliency map of an original image. The set of processor units superimposes the saliency map on the original image to form an augmented image, wherein the augmented image is used to train the image recognition model.
    Type: Application
    Filed: November 18, 2021
    Publication date: May 18, 2023
    Inventors: Hiromi Kobayashi, Masaharu Sakamoto, Aya Nakashima, Kazuya Hirayu, Sho Ikawa