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:
Sep. 19, 2023

Filed:

Mar. 03, 2020
Applicant:

Assa Abloy Ab, Stockholm, SE;

Inventors:

Kapil Sachdeva, Round Rock, TX (US);

Sylvain Jacques Prevost, Austin, TX (US);

Assignee:

ASSA ABLOY AB, Stockholm, SE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/047 (2023.01); G06V 10/778 (2022.01); G07C 9/37 (2020.01); G06N 3/04 (2023.01); G06V 40/16 (2022.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06V 10/98 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7784 (2022.01); G06F 18/2148 (2023.01); G06F 18/2155 (2023.01); G06F 18/2193 (2023.01); G06N 3/04 (2013.01); G06N 3/047 (2023.01); G06N 3/08 (2013.01); G06V 10/993 (2022.01); G06V 40/172 (2022.01); G07C 9/37 (2020.01);
Abstract

An authentication engine, residing at one or more computing machines, receives, from a vision device comprising one or more cameras, a probe image. The authentication engine generates, using a trained facial classification neural engine, one or more first labels for a person depicted in the probe image and a probability for at least one of the one or more first labels. The authentication engine determines that the probability is within a predefined low accuracy range. The authentication engine generates, using a supporting engine, a second label for the person depicted in the probe image. The supporting engine operates independently of the trained facial classification neural engine. The authentication engine further trains the facial classification neural engine based on the second label.


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