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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.:

US 12688721 B1

PDFFull Text
Date of Patent:
Jul. 21, 2026

Filed:

May. 12, 2021

Detecting a condition for a culture device using a machine learning model

Applicant:

Neogen Food Safety Us Holdco Corporation, Lansing, MI (US);

Inventors:

Thanh Quoc Tran, Blaine, MN (US);

Hugh Eugene Watson, Prior Lake, MN (US);

Jitesh Narendra Joshi, Gujarat, IN;

Abhilash S K, Bangalore, IN;

Rohit Kumar Tiwari, Roorkee Uttarakhand, IN;

Assignee:

NEOGEN FOOD SAFETY US HOLDCO CORPORATION, Washington, DC (US);

Attorney:

HYLTON-RODIC LAW PLLC

Primary Examiner:

Oneal R Mistry

Assistant Examiner:

Jongbong undefined Nah

Int. Cl.
CPC ...
G06V 20/69 (2022.01); G06V 10/22 (2022.01); G06V 10/44 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01);
U.S. Cl.
CPC ...
G06V 20/698 (2022.01); G06V 10/22 (2022.01); G06V 10/454 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01); G06V 20/695 (2022.01);
Abstract

Aspects of the present disclosure relate to a method of processing an input image of a culture device for a condition. The method can include receiving the input image and classifying the input image with a trained machine learning model that is configured to be trained on a training set of images having the condition. The method can include determining that the condition exists in the input image based on the classification and performing at least one action in response to the determination that the condition exists.

Find Patent Forward Citations

Quick Actions:

Tran, Thanh. (2026). Detecting a condition for a culture device using a machine learning model (U.S. Patent No. 12688721). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12688721

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