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:
Nov. 25, 2025

Filed:

Apr. 11, 2023
Applicant:

Subtle Medical, Inc., Menlo Park, CA (US);

Inventors:

Ben Andrew Duffy, Palo Alto, CA (US);

Gajanana Keshava Datta, Los Altos, CA (US);

Enhao Gong, Sunnyvale, CA (US);

Assignee:

Subtle Medical, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06T 7/00 (2017.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7753 (2022.01); G06T 7/0012 (2013.01); G06V 10/82 (2022.01); G06T 2207/10072 (2013.01); G06V 2201/03 (2022.01);
Abstract

Provided herein are methods for automated image quality control (QC). The method comprises: generating training data based at least in part on metadata obtained from a data augmentation process; training a model for a QC task based at least in part on the training data. The model is trained using a self-supervised learning algorithm.


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