Patents by Inventor R J Burnham

R J Burnham 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).

  • Training set enhancement for neural networks
    Patent number: 11868437
    Abstract: Embodiments for training a deep neural network by applying tags to enhanced versions of a raw data set are disclosed. In one embodiment, the raw data set may comprise, for example, images, and the method may comprise receiving the raw data set of images, applying an enhancement to the images, deriving tags based on the enhanced images while maintaining a correlation to the original raw images, and using the raw images and the tags to train a deep neural network.
    Type: Grant
    Filed: September 30, 2020
    Date of Patent: January 9, 2024
    Assignee: Sighthound, Inc.
    Inventors: R J Burnham, Syed Zain Masood, Sam Michel, Jonathan Taylor
  • Computer video analytics processor
    Patent number: 11748404
    Abstract: In a method of processing video images, a processor might obtain a video stream, select a set of processing pipelines from a plurality of processing pipelines, apply the set of processing pipelines to the video stream to obtain a data set of analytics data, wherein the pipeline analytics data for a processing pipeline of the set of processing pipelines comprises data about images of the video images, store the pipeline analytics data of each processing pipeline into a queryable data structure, receive queries from a user interface, and return portions of the video stream, or references thereto, in response to the queries.
    Type: Grant
    Filed: June 16, 2020
    Date of Patent: September 5, 2023
    Assignee: Sighthound, Inc.
    Inventors: R J Burnham, Daniel Evers, Markus Hahn, Syed Zain Masood, Brent Richardson, Jonathan Taylor