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:
Oct. 07, 2025
Filed:
Oct. 15, 2021
The Salk Institute for Biological Studies, La Jolla, CA (US);
Daniel Jaffe Butler, La Jolla, CA (US);
Eiman Azim, La Jolla, CA (US);
Alexander Keim, La Jolla, CA (US);
THE SALK INSTITUE FOR BIOLOGICAL STUDIES, La Jolla, CA (US);
Abstract
Described herein are systems, software, and methods for generating training datasets for machine learning (ML) applications. The systems, software, and methods generally operate by obtaining first and second pluralities of images of a subject bearing as associated imaging label, identifying locations of the imaging label within the first plurality of images, and using the identified locations to generate a plurality of labeled images based upon the second plurality of images. In this manner, a large collection of labeled images may be collected without the need for manual labeling by a human actor. This large collection of labeled images may then form the training set for training a ML system.