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:
Mar. 12, 2024

Filed:

Nov. 22, 2021
Applicant:

Lemon Inc., Grand Cayman, KY;

Inventors:

Jingna Sun, Beijing, CN;

Weihong Zeng, Beijing, CN;

Peibin Chen, Beijing, CN;

Xu Wang, Beijing, CN;

Chunpong Lai, Los Angeles, CA (US);

Shen Sang, Los Angeles, CA (US);

Jing Liu, Los Angeles, CA (US);

Assignee:

LEMON INC., Grand Cayman, KY;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 16/532 (2019.01); G06F 18/24 (2023.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G06F 18/2155 (2023.01); G06F 16/532 (2019.01); G06F 18/24 (2023.01); G06V 40/168 (2022.01);
Abstract

An image processing method includes acquiring a set of image samples for training an attribute recognition model, wherein the set of image samples includes a first subset of image samples with category labels and a second subset of image samples without category labels; training a sample prediction model using the first subset of image samples, and predicting categories of the image samples in the second subset of image samples using the trained sample prediction model; determining a category distribution of the set of image samples based on the category labels of the first subset of image samples and the predicted categories of the second subset of image samples; and acquiring a new image sample if the determined category distribution does not conform to the expected category distribution, and adding the acquired new image sample to the set of image samples.


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