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:
Aug. 24, 2021
Filed:
Nov. 08, 2019
Applicant:
Ford Global Technologies, Llc, Dearborn, MI (US);
Inventors:
Nikita Jaipuria, Union City, CA (US);
Rohan Bhasin, Santa Clara, CA (US);
Shubh Gupta, Fremont, CA (US);
Gautham Sholingar, Sunnyvale, CA (US);
Assignee:
Ford Global Technologies, LLC, Dearborn, MI (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06T 7/11 (2017.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6262 (2013.01); G06K 9/6256 (2013.01); G06K 9/6267 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06T 7/11 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract
The present disclosure discloses a system and a method. The system and the method generate, via a deep neural network, a first synthetic image based on a simulated image, generate a segmentation mask based on the synthetic image, compare the segmentation mask with a ground truth mask of the synthetic image, update the deep neural network based on the comparison, and generate, via the updated deep neural network, a second synthetic image based on the simulated image.