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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 11686721 B1

PDFFull Text
Date of Patent:
Jun. 27, 2023

Filed:

Mar. 20, 2018

Cell image analysis apparatus, cell image analysis system, method of generating training data, method of generating trained model, training data generation program, and method of producing training data

Applicant:

Shimadzu Corporation, Kyoto, JP;

Inventor:

Wataru Takahashi, Kyoto, JP;

Assignee:

Shimadzu Corporation, Kyoto, JP;

Attorney:

Muir Patent Law, PLLC

Primary Examiner:

Tsung Yin Tsai

Int. Cl.
CPC ...
G06V 20/69 (2022.01); G01N 33/483 (2006.01); G06T 7/00 (2017.01); G06F 18/214 (2023.01); G06F 18/20 (2023.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G01N 33/4833 (2013.01); G06F 18/214 (2023.01); G06F 18/285 (2023.01); G06T 7/0014 (2013.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/69 (2022.01); G06T 2207/10056 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20224 (2013.01); G06T 2207/30024 (2013.01);
Abstract

A cell image analysis apparatus that can achieve less time and effort for labeling for generation of teaching data than in a conventional example is provided. The cell image analysis apparatus includes an image obtaining unit that obtains a cell image including a removal target that is obtained by a microscope for observation of a cell, a teaching data generator that specifies a removal target region including the removal target within the cell image by performing predetermined image processing and generates as teaching data for machine learning, a label image that represents a location of the removal target region in the cell image, and a training data set generator that generates a set of the cell image and the label image as a training data set to be used in machine learning.

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