Patents by Inventor Abed Abu Dbai

Abed Abu Dbai 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).

  • System and method for training a machine-learning model to identify real-world elements
    Patent number: 10242264
    Abstract: A method and a system for training a machine-learning model to identify real-world elements using a simulated environment (SE) may include (a) receiving at least one set of appearance parameters, corresponding to appearance of real-world element; (b) generating one or more realistic elements, each corresponding to a variant of at least one real-world element; (c) generating one or more abstract-elements; (d) placing the elements within the SE; (e) producing at least one synthetic image from the SE; (f) providing the at least one synthetic image to a machine-learning model; and (g) training the machine-learning model to identify at least one real-world element from the at least one synthetic image, that corresponds to at least one realistic element in the SE.
    Type: Grant
    Filed: April 25, 2018
    Date of Patent: March 26, 2019
    Assignee: IMAGRY (ISRAEL) LTD.
    Inventors: Sergey Ten, Jose Ariel Keselman, Suhail Habib, Abed Abu Dbai, Adham Ghazali, Majed Jubeh, Itai Orr