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:
Dec. 21, 2021

Filed:

Nov. 02, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Nirmit V. Desai, Yorktown Heights, NY (US);

Dawei Li, Bethlehem, PA (US);

Theodoros Salonidis, Boston, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 5/04 (2006.01); G06K 9/66 (2006.01); G06N 99/00 (2019.01); G06N 20/00 (2019.01); G06K 9/46 (2006.01); G06T 7/70 (2017.01); G06Q 10/00 (2012.01);
U.S. Cl.
CPC ...
G06K 9/6263 (2013.01); G06K 9/4604 (2013.01); G06K 9/4628 (2013.01); G06K 9/6259 (2013.01); G06K 9/6271 (2013.01); G06K 9/66 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 7/70 (2017.01); G06Q 10/00 (2013.01);
Abstract

Examples of techniques for adaptive model training are provided. According to one or more embodiments of the present invention, a computer-implemented method for adaptive model training includes generating, by a processing system, a training instance based at least in part on a plurality of images that match a contextual specification of a target visual domain. The method further includes extracting, by the processing system, objects from one of the plurality of images. The method further includes for each extracted object, generating, by the processing system, a plurality of machine learning model features and label recommendations for a user.


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