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:
Oct. 14, 2025
Filed:
Oct. 30, 2024
Applicant:
Nota, Inc., Daejeon, KR;
Inventors:
Hyungjun Lee, Daejeon, KR;
Hancheol Park, Daejeon, KR;
Assignee:
NOTA, INC., Daejeon, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0495 (2023.01); G06N 3/082 (2023.01); G06T 7/62 (2017.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06N 3/0495 (2023.01); G06N 3/082 (2013.01); G06T 7/62 (2017.01); G06V 10/764 (2022.01);
Abstract
A method of compressing a neural network model for object recognition according to an embodiment of the present application includes: receiving an original model for object recognition trained based on a first data set; receiving a second data set of an analysis target; calculating object size information on sizes of objects included in an image of the second data set; performing pruning on at least one layer included in the original model based on the calculated object size information; and generating a compressed neural network model from the original model based on the results of performing the pruning.