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:
Jan. 31, 2023
Filed:
Jun. 29, 2020
Applicant:
Alibaba Group Holding Limited, Grand Cayman, KY;
Inventors:
Minghai Qin, Sunnyvale, CA (US);
Yen-Kuang Chen, Palo Alto, CA (US);
Zhenzhen Wang, Sunnuyvale, CA (US);
Fei Sun, San Jose, CA (US);
Assignee:
ALIBABA GROUP HOLDING LIMITED, Grand Cayman, KY;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06F 7/58 (2006.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 7/58 (2013.01); G06K 9/6256 (2013.01); G06K 9/6268 (2013.01);
Abstract
A neural network, trained on a plurality of random size data samples, can receive a plurality of inference data samples including samples of different sizes. The neural network can generate feature maps of the plurality of inference data samples. Pooling can be utilized to generate feature maps having a fixed size. The fixed size feature maps can be utilized to generate an indication of a class for each of the plurality of inference data samples.