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:
Oct. 20, 2026

Filed:

Jan. 17, 2024
Applicant:

Agency for Defense Development, Daejeon, KR;

Inventors:

Daehwan Kim, Daejeon, KR;

Eunjin Koh, Daejeon, KR;

Wonhyuk Yang, Daejeon, KR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 10/74 (2022.01); G06V 10/75 (2022.01); G06V 10/778 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 10/758 (2022.01); G06V 10/761 (2022.01); G06V 10/7788 (2022.01);
Abstract

Provided is technology for generating training data and generating a neural network model based on a frame similarity. A method of generating a neural network model by using a video includes determining an image similarity between consecutive frames from among a plurality of frames included in the image, generating training frame data by excluding at least one of the consecutive frames, when the image similarity is equal to or greater than a threshold value, and generating the neural network model based on the training frame data.


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Kim, Daehwan. (2026). Method and apparatus for generating frame data for neural network learning based on similarity between frames (U.S. Patent No. 12770384). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770384

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