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:
Jan. 18, 2022
Filed:
Nov. 13, 2019
Applicant:
Software Ag, Darmstadt, DE;
Inventors:
Rainer Burkhardt, San Diego, CA (US);
Anil Kumar Vuppala, Bengaluru, IN;
Tridivesh Jena, Carlsbad, CA (US);
Assignee:
SOFTWARE AG, Darmstadt, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B23K 31/12 (2006.01); G06N 3/08 (2006.01); B23K 26/24 (2014.01); G06T 7/00 (2017.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); B23K 26/24 (2013.01); B23K 31/125 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract
A system for generating training datasets is provided. The system uses base images to generate a large number of images that include non-defective and defective characteristics. The generated images are then used to train a model that may be used to predict defects in real world images of a manufacturing process.