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:
Jul. 23, 2024

Filed:

Dec. 09, 2020
Applicant:

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

Inventors:

Daniel Nechemia Rotman, Haifa, IL;

Yevgeny Yaroker, Haifa, IL;

Udi Barzelay, Haifa, IL;

Joseph Shtok, Haifa, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/063 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/063 (2013.01);
Abstract

A system and method for generating hard training data from easy training data. Training data including visual data with synthetic semantic implants ('VSSI') having at least one cue is received. An annotator identifies at least one cue in the VSSI and annotates the VSSI to indicate the cue to create a modified training data set. A data scrambler removes at least one cue from the VSSI to create the tagged training data, which can then be used to train a classifier to identify transitions between segments when the cues are not present.


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Rotman, Daniel. (2024). Automatic creation of difficult annotated data leveraging cues (U.S. Patent No. 12045717). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12045717

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