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:
Jan. 23, 2024

Filed:

Dec. 27, 2019
Applicant:

Industrial Technology Research Institute, Hsinchu, TW;

Inventors:

Hsin-Cheng Lin, Hemei Township, TW;

Sen-Yih Chou, Hsinchu, TW;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06V 20/20 (2022.01); G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06V 10/77 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/2148 (2023.01); G06F 18/2415 (2023.01); G06V 10/7715 (2022.01); G06V 20/20 (2022.01);
Abstract

An image recognition method, a training system for an object recognition model and a training method for an object recognition model are provided. The image recognition method includes the following steps. At least one original sample image of an object in a field and an object range information and an object type information in the original sample image are obtained. At least one physical parameter is adjusted to generate plural simulated sample images of the object. The object range information and the object type information of the object in each of the simulated sample images are automatically marked. A machine learning procedure is performed to train an object recognition model. An image recognition procedure is performed on an input image.


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