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:
Jun. 07, 2022

Filed:

Feb. 06, 2020
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventor:
Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06V 20/00 (2022.01); G06V 40/16 (2022.01); G06N 3/063 (2006.01); G06F 9/46 (2006.01); G06V 10/94 (2022.01); G06V 10/44 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 9/46 (2013.01); G06K 9/627 (2013.01); G06K 9/6256 (2013.01); G06K 9/6269 (2013.01); G06N 3/04 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06V 10/454 (2022.01); G06V 10/95 (2022.01); G06V 10/955 (2022.01); G06V 20/00 (2022.01); G06V 40/174 (2022.01); G06V 2201/06 (2022.01);
Abstract

A mechanism is described for facilitating on-the-fly deep learning in machine learning for autonomous machines. A method of embodiments, as described herein, includes detecting an output associated with a first deep network serving as a user-independent model associated with learning of one or more neural networks at a computing device having a processor coupled to memory. The method may further include automatically generating training data for a second deep network serving as a user-dependent model, where the training data is generated based on the output. The method may further include merging the user-independent model with the user-dependent model into a single joint model.


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