Patents by Inventor James P. Buban

James P. Buban 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).

  • Patent number: 12094231
    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for machine learning. One of the methods includes receiving one or more page images from a document; for each page image: providing the page image to a computer vision neural network model, wherein the neural network model is trained for the particular page type and is configured to output predictions of coordinates for one or more regions within the image and corresponding labels for the respective regions; and generating an output data structure associating each labeled region with text content located within the labeled region.
    Type: Grant
    Filed: October 1, 2021
    Date of Patent: September 17, 2024
    Assignee: States Title, LLC
    Inventors: James P. Buban, Allen Ko