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. 24, 2023
Filed:
Dec. 20, 2019
Applicant:
Osaro, San Francisco, CA (US);
Inventors:
William Richards, San Francisco, CA (US);
Ben Goodrich, San Francisco, CA (US);
Assignee:
Osaro, San Francisco, CA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06F 16/583 (2019.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6226 (2013.01); G06F 16/5854 (2019.01); G06K 9/628 (2013.01); G06K 9/6256 (2013.01); G06K 9/6276 (2013.01); G06N 3/0481 (2013.01); G06N 3/08 (2013.01);
Abstract
A computer system trains a neural network on an instance segmentation task by casting the problem as one of mapping each pixel to a probability distribution over arbitrary instance labels. This simplifies both the training and inference problems, because the formulation is end-to-end trainable and requires no post-processing to extract maximum a posteriori estimates of the instance labels.