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:
Feb. 28, 2023
Filed:
Apr. 19, 2019
Applicant:
Nvidia Corporation, Santa Clara, CA (US);
Inventors:
Seonwook Park, Zurich, CH;
Shalini De Mello, San Francisco, CA (US);
Pavlo Molchanov, Mountain View, CA (US);
Umar Iqbal, San Jose, CA (US);
Jan Kautz, Lexington, MA (US);
Assignee:
NVIDIA Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06F 7/57 (2006.01); G06F 17/18 (2006.01); G06N 3/04 (2006.01); G06N 3/088 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06F 7/57 (2013.01); G06F 17/18 (2013.01); G06N 3/0454 (2013.01); G06N 3/0472 (2013.01);
Abstract
A neural network is trained to identify one or more features of an image. The neural network is trained using a small number of original images, from which a plurality of additional images are derived. The additional images generated by rotating and decoding embeddings of the image in a latent space generated by an autoencoder. The images generated by the rotation and decoding exhibit changes to a feature that is in proportion to the amount of rotation.