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:
May. 27, 2025
Filed:
Nov. 30, 2021
Huawei Technologies Co., Ltd., Shenzhen, CN;
Peking University, Beijing, CN;
Weiran Huang, Beijing, CN;
Aoxue Li, Beijing, CN;
Zhenguo Li, Hong Kong, CN;
Tiange Luo, Beijing, CN;
Li Qian, Shenzhen, CN;
Liwei Wang, Beijing, CN;
Huawei Technologies Co., Ltd., Shenzhen, CN;
Peking University, Beijing, CN;
Abstract
An image classification method, a neural network training method, and an apparatus are provided, and relate to the field of artificial intelligence, and specifically, to the field of computer vision. The image classification method includes: obtaining a to-be-processed image; and obtaining a classification result of the to-be-processed image based on a pre-trained neural network model, where the classification result includes a class or a superclass to which the to-be-processed image belongs. When the neural network model is trained, not only labels of a plurality of training images but also class hierarchy information of the plurality of training images is used. That is, more abundant information of the training images is used. Therefore, images can be better classified.