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:
Mar. 01, 2022

Filed:

Dec. 02, 2019
Applicant:

Institute for Information Industry, Taipei, TW;

Inventors:

Tse-Yung Huang, Taipei, TW;

Chin-Wei Tien, Taipei, TW;

Shang-Wen Chen, Taipei, TW;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); H04L 29/08 (2006.01); H04L 67/00 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06K 9/627 (2013.01); G06K 9/6264 (2013.01); G06N 3/082 (2013.01); H04L 67/34 (2013.01);
Abstract

A system for training transfer models that includes a memory and a processor coupling to each other. The memory stores instructions. The processor accesses the instructions to retrieve raw datasets from a first-type device and train a feature extraction model, a transfer feature and a preliminary classify model based on the raw datasets. The processor further transfers the feature extraction model, the transfer feature and the preliminary classify model to a host of a manufacturer so that the host directly applies the feature extraction model and the transfer feature, and retrains the preliminary classify model as an adapted classify model based on practical datasets.


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