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.

Date of Patent:
Jun. 14, 2022

Filed:

Dec. 11, 2020
Applicant:

Waymo Llc, Mountain View, CA (US);

Inventors:

Junhua Mao, Palo Alto, CA (US);

Congcong Li, Cupertino, CA (US);

Yang Song, San Jose, CA (US);

Assignee:

Waymo LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G05D 1/02 (2020.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06V 20/56 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6227 (2013.01); G05D 1/0221 (2013.01); G05D 1/0231 (2013.01); G06K 9/628 (2013.01); G06K 9/6257 (2013.01); G06K 9/6262 (2013.01); G06K 9/6288 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G06V 20/56 (2022.01);
Abstract

Aspects of the subject matter disclosed herein include methods, systems, and other techniques for training, in a first phase, an object classifier neural network with a first set of training data, the first set of training data including a first plurality of training examples, each training example in the first set of training data being labeled with a coarse-object classification; and training, in a second phase after completion of the first phase, the object classifier neural network with a second set of training data, the second set of training data including a second plurality of training examples, each training example in the second set of training data being labeled with a fine-object classification.


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