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:
Jan. 27, 2026
Filed:
Jun. 20, 2023
Lemon Inc., Grand Cayman, KY (US);
Beijing Youzhuju Network Technology Co., Ltd., Beijing, CN;
Song Bai, Singapore, SG;
Ruifei He, Beijing, CN;
Shuyang Sun, Beijing, CN;
Chuhui Xue, Singapore, SG;
Wenqing Zhang, Singapore, SG;
LEMON INC., Grand Cayman, KY;
BEIJING YOUZHUJU NETWORK TECHNOLOGY CO., LTD., Beijing, CN;
Abstract
In model training based on synthetic data, synthetic images are generated by providing respective text prompts into a text-to-image generation model. Respective training labels associated with the synthetic images are also generated based on the used text prompts. A target model, which is configured to perform an image classification task, is trained based at least in part on the synthetic images and the associated training labels. Through this solution, a large scale of synthetic images can be automatically obtained and applicable for training a model for image classification, to improve the model performance with data-scare setting or in the case of model pre-training where the training data amount matters.