CONSTRUCTION METHOD OF TRAINED MODEL

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United States of America

APP PUB NO 20250045630A1
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18689091

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Abstract

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A construction method of a trained model includes six processes. In a first process, data for performing machine learning of an operation of a controlled machine by a human is collected. In a second process, collected data that is the data collected is evaluated and, when it does not satisfy a predetermined evaluation criterion, the data is collected again. In a third process, training data is selected from the collected data that satisfies the evaluation criterion. In a fourth process, the training data is evaluated and, when it does not satisfy a predetermined evaluation criterion, the training data is selected again. In a fifth process, a trained model is constructed by machine learning using the training data that satisfies the evaluation criterion. In a sixth process, the trained model is evaluated and, when it does not satisfy a predetermined evaluation criterion, the trained model is trained again.

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Patent Owner(s)

Patent OwnerAddress
KAWASAKI JUKOGYO KABUSHIKI KAISHAKOBE SHI HYOGO 650-8670

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
HASUNUMA, Hitoshi Kobe-shi, JP 24 43
KAMON, Masayuki Kobe-shi, JP 94 383
KISHIDA, Ayumi Kobe-shi, JP 1 0
KURASHIMA, Kazuki Kobe-shi, JP 12 10
YAMAMOTO, Takeshi Kobe-shi, JP 702 5468

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