Patents by Inventor Simon Alexander Hewat

Simon Alexander Hewat 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).

  • Prelabeling for semantic segmentation tasks
    Patent number: 11636602
    Abstract: One embodiment of the present invention sets forth a technique for performing a labeling task. The technique includes generating a multi-scale representation of an image as input to a machine learning model. The technique also includes performing one or more operations that apply the machine learning model to the multi-scale representation of the image to produce a semantic segmentation comprising predictions of labels for regions of pixels in the image. The technique further includes outputting, in a user interface, the semantic segmentation for use in assisting a user in specifying the labels for the pixels in the image.
    Type: Grant
    Filed: February 12, 2020
    Date of Patent: April 25, 2023
    Assignee: SCALE AI, INC.
    Inventors: Daniel Havír, Chiao-Lun Cheng, Elliot Branson, Nathan Herman, Nathan Hayflick, Simon Alexander Hewat, Suchir Balaji, Shariq Hashme