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.:
Date of Patent:
Sep. 22, 2026
Filed:
Dec. 28, 2023
Korea Electronics Technology Institute, Seongnam-si, KR;
Jin Woo Jeong, Seoul, KR;
Sung Jei Kim, Seoul, KR;
Je Woo Kim, Seongnam-si, KR;
Seung Ho Lee, Seoul, KR;
Hyeok Min Choi, Seongnam-si, KR;
Korea Electronics Technology Institute, Seongnam-si, KR;
Abstract
There is provided a training dataset augmentation method and system for training a deep learning model. A training dataset augmentation method according to an embodiment configures a training dataset with image data from which a specific area is detected, and a label, and adds a new training dataset by transforming the detected area in the configured training dataset. Accordingly, by augmenting a training dataset of a deep learning model, which analyzes areas detected from an image by a detector and performs inference, through random transformation of a detection area, the deep learning model may be made to be resistant to performance degradation of the detector.