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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.

Patent No.:

US 12541952 B1

PDFFull Text
Date of Patent:
Feb. 03, 2026

Filed:

Apr. 07, 2023

Apparatus for collecting a training image of a deep learning model and a method for the same

Applicants:

Hyundai Motor Company, Seoul, KR;

Kia Corporation, Seoul, KR;

Inventors:

Jin Sol Kim, Hwaseong-si, KR;

Se Jeong Lee, Suwon-si, KR;

Jung Woo Heo, Suwon-si, KR;

Assignees:

HYUNDAI MOTOR COMPANY, Seoul, KR;

KIA CORPORATION, Seoul, KR;

Attorney:

Lempia Summerfield Katz LLC

Primary Examiner:

Raphael Schwartz

Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/764 (2022.01); G06V 10/778 (2022.01); G06V 10/94 (2022.01); G06V 20/56 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/764 (2022.01); G06V 10/778 (2022.01); G06V 10/95 (2022.01); G06V 20/56 (2022.01);
Abstract

Provided are an apparatus for collecting a training image of a deep learning model and a method for the same. The apparatus may include a camera sensor configured to capture an image of a surrounding of a vehicle and a controller configured to determine an entropy of each pixel in the image. The controller may also be configured to determine an entropy of each class in the image based on the entropy of each pixel in the image and determine whether to collect the image based on the entropy of each class.

Find Patent Forward Citations

Kim, Jin. (2026). Apparatus for collecting a training image of a deep learning model and a method for the same (U.S. Patent No. 12541952). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12541952

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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