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:
Aug. 15, 2023

Filed:

Nov. 12, 2020
Applicant:

Bright Machines, Inc., San Francisco, CA (US);

Inventors:

Melinda Varga, Seattle, WA (US);

Konstantinos Boulis, Redmond, WA (US);

Oytun Akman, Oakland, CA (US);

Julio Soldevilla Estrada, Seattle, WA (US);

Brian Philip Mathews, Burlingame, CA (US);

Assignee:

Bright Machines, Inc., San Francisco, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 1/20 (2006.01); G06V 30/19 (2022.01); G06V 30/24 (2022.01); G06V 10/80 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G06T 1/20 (2013.01); G06T 7/001 (2013.01); G06V 10/809 (2022.01); G06V 10/82 (2022.01); G06V 30/19113 (2022.01); G06V 30/248 (2022.01); G06T 2207/10116 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A vision analytics and validation (VAV) system for providing an improved inspection of robotic assembly, the VAV system comprising a trained neural network three-way classifier, to classify each component as good, bad, or do not know, and an operator station configured to enable an operator to review an output of the trained neural network, and to determine whether a board including one or more 'bad' or a 'do not know' classified components passes review and is classified as good, or fails review and is classified as bad. In one embodiment, a retraining trigger to utilize the output of the operator station to train the trained neural network, based on the determination received from the operator station.


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