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. 13, 2022

Filed:

May. 07, 2020
Applicant:

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

Inventors:

Deepak Sekar, Chennai, IN;

Anil Manohar Omanwar, Vikas Nagar, IN;

Drew Johnson, Cottesloe, AU;

Salil Ahuja, Madison, WI (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/48 (2019.01); G06F 16/432 (2019.01); G06N 3/08 (2006.01); G06F 16/45 (2019.01);
U.S. Cl.
CPC ...
G06F 16/434 (2019.01); G06F 16/45 (2019.01); G06F 16/48 (2019.01); G06N 3/08 (2013.01);
Abstract

A multidimensional system for generating a multimedia search engine is provided. A computer device identifies a plurality of independently separable aspects of a multimedia file. The computing device provides at least one independently separable aspect of the plurality of independently separable aspects as input into an object detection model. The computing device receives, from the object detection model, an identification of at least one object and a corresponding level of confidence that the object is present in the multimedia file. The computing device classifies the object as either confident or not confident, based on whether the level of confidence meets a threshold level of confidence. The computing device generates a multimedia search engine based, at least in part, on the object and the classification.


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