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:
Feb. 11, 2020
Filed:
Apr. 12, 2017
Applicant:
Panasonic Intellectual Property Management Co., Ltd., Osaka, JP;
Inventors:
Min Young Kim, San Jose, CA (US);
Luca Rigazio, Campbell, CA (US);
Sotaro Tsukizawa, Osaka, JP;
Kazuki Kozuka, Osaka, JP;
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/46 (2006.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 7/00 (2006.01); G06K 9/66 (2006.01);
U.S. Cl.
CPC ...
G06K 9/4628 (2013.01); G06K 9/6223 (2013.01); G06K 9/6255 (2013.01); G06K 9/6256 (2013.01); G06K 9/66 (2013.01); G06N 3/0454 (2013.01); G06N 3/082 (2013.01); G06N 7/005 (2013.01);
Abstract
A determination method for determining the structure of a convolutional neural network includes acquiring N filters having the weights trained using a training image group as the initial values, where N is a natural number greater than or equal to 1, and increasing the number of the filters from N to M, where M is a natural number greater than or equal to 2 and is greater than N, by adding a filter obtained by performing a transformation used in image processing fields on at least one of the N filters.