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:
May. 05, 2026

Filed:

Nov. 06, 2023
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Jiacheng Ni, Shanghai, CN;

Bin He, Shanghai, CN;

Zijia Wang, Weifang, CN;

Zhen Jia, Shanghai, CN;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/166 (2020.01); G06F 40/279 (2020.01); G06V 30/416 (2022.01);
U.S. Cl.
CPC ...
G06F 40/166 (2020.01); G06F 40/279 (2020.01); G06V 30/416 (2022.01);
Abstract

Embodiments of the present disclosure relate to a method, a device, and a computer program product for data augmentation. The method includes generating an image embedding based on an image in an unstructured document, and generating a text embedding based on text in the unstructured document and associated with the image. The method further includes acquiring descriptive information from a storage library based on the generated image embedding and text embedding. The method further includes adding the acquired descriptive information into the unstructured document. In this way, it can be possible not only to understand and analyze the unstructured document across modalities, but also to enrich it with a characterization of multimodal data in the unstructured document, thus increasing the amount and diversity of data.


Find Patent Forward Citations

Loading…