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:
Dec. 17, 2024

Filed:

Apr. 22, 2022
Applicant:

Micron Technology, Inc., Boise, ID (US);

Inventors:

Abhishek Chaurasia, Bellevue, WA (US);

Katya B. Giannios, West Lafayette, IN (US);

Assignee:

Micron Technology, Inc., Boise, ID (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/10 (2017.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06T 7/10 (2017.01); G06N 3/045 (2023.01); G06T 2200/24 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A system, method and apparatus of image segmentation with semi supervised training of an artificial neural network using coarse labels. For example, a first artificial neural network is trained to perform image segmentation on first images according to fine labels of image segmentation for the first images and to perform image segmentation on second images according to coarse labels of image segmentation for the second images. After the training, the first artificial neural network is used to perform image segmentation of the second images to identify improved labels of image segmentation for the second images. Subsequently, a supervised machine learning technique can be used to train a second artificial neural network to perform image segmentation on the first images according to fine labels and on the second images according to the improved labels.


Find Patent Forward Citations

Chaurasia, Abhishek. (2024). Semi supervised training from coarse labels of image segmentation (U.S. Patent No. 12169936). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12169936

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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