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:
Nov. 09, 2021

Filed:

Oct. 14, 2016
Applicant:

Morpho, Inc., Tokyo, JP;

Inventors:

Yasuhiro Kuroda, Tokyo, JP;

Masaki Hiraga, Tokyo, JP;

Kenji Okuma, Tokyo, JP;

Michihiro Kobayashi, Tokyo, JP;

Hiroshi Koyama, Tokyo, JP;

Assignee:

MORPHO, INC., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06F 16/48 (2019.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 16/48 (2019.01); G06K 9/6259 (2013.01); G06K 9/6262 (2013.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01);
Abstract

A training system comprises a training device, and a training data creation device. The training device trains a neural network. The training data creation device acquires any one of a positive evaluation indicating that content of the input data coincides with the label, a negative evaluation indicating that content of the input data does not coincide with the label, and an ignorable evaluation indicating exclusion from a training target label, for each label regarding the input data to create training data. In training the neural network for training, the training system adjusts the weight coefficient for the intermediate layer and makes the recognition score of the label with the ignorable evaluation not affect the adjustment of the weight coefficient for the intermediate layer.


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