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. 14, 2023
Filed:
May. 03, 2019
Applicant:
Zoox, Inc., Foster City, CA (US);
Inventor:
Qijun Tan, San Mateo, CA (US);
Assignee:
Zoox, Inc., Foster City, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/082 (2023.01); G06N 3/04 (2023.01); G06K 9/62 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06K 9/6256 (2013.01); G06N 3/04 (2013.01); G06V 20/58 (2022.01);
Abstract
Techniques for training a computationally-expensive layer, such as a convolutional layer, of a machine-learning model toward a target filter. If the training drives parameters associated with the layer to match or be close enough to the target filter, the layer may be removed, replace, and/or reduced in size, depending on the type of target filter used.