Patents by Inventor Ahmed Kamel SADEX

Ahmed Kamel SADEX 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).

  • PARTIAL SUPERVISION IN SELF-SUPERVISED MONOCULAR DEPTH ESTIMATION
    Publication number: 20230023126
    Abstract: Certain aspects of the present disclosure provide techniques for machine learning. A depth output from a depth model is generated based on an input image frame. A depth loss for the depth model is determined based on the depth output and an estimated ground truth for the input image frame, the estimated ground truth comprising estimated depths for a set of pixels of the input image frame. A total loss for the depth model is determined based at least in part on the depth loss. The depth model is updated based on the total loss, and a new depth output, generated using the updated depth model, is output.
    Type: Application
    Filed: July 13, 2022
    Publication date: January 26, 2023
    Inventors: Amin ANSARI, Avdhut JOSHI, Gautam SACHDEVA, Ahmed Kamel SADEX