Patents by Inventor Keith Matera

Keith Matera 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).

  • Systems and methods for automated property damage estimations and detection based on image analysis and neural network training
    Patent number: 11935219
    Abstract: Intelligent prediction systems and methods of use to train a neural network model to analyze images of property damage to detect and predict property damage of a property, the neural network model during training configured to (1) switch between one or more synthetic images comprising pixel-based masked annotations of damaged property from a synthetic engine and one or more real images comprising bounding box annotations of damaged property from a real database, and (2) freeze inactive class training to prevent learning on one or more inactive classes comprising one or more pre-determined missing annotated labels in the one or more synthetic images and/or the one or more real images.
    Type: Grant
    Filed: April 8, 2021
    Date of Patent: March 19, 2024
    Assignee: Allstate Insurance Company
    Inventors: Stephen Cole, Keith Matera, Tia Miceli, Jean Utke