The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 26, 2019
Filed:
Apr. 25, 2018
Imagry (Israel) Ltd., Haifa, IL;
Sergey Ten, Haifa, IL;
Jose Ariel Keselman, Kiryat Tivon, IL;
Suhail Habib, Haifa, IL;
Abed Abu Dbai, Nazareth, IL;
Adham Ghazali, Haifa, IL;
Majed Jubeh, Jerusalem, IL;
Itai Orr, Or Akiva, IL;
IMAGRY (ISRAEL) LTD., Haifa, IL;
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.