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This is a record of a document published elsewhere, first published by the United States Patent and Trademark Office, as US-12579468-B2, on 17 March 2026. OpenTechnical did not first disclose it. The identifier, hashes and timestamps below record what this library served and when, not when the material became public. View the original.

OT-2026-000001871

Training data screening device, robot system, and training data screening method

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Classification
Robotics & Automation › Robot Architectures
Inventors
HASUNUMA HITOSHI, KURASHIMA KAZUKI, YAMAMOTO TAKESHI
Assignee
KAWASAKI HEAVY IND LTD
Original source
US-12579468-B2, the United States Patent and Trademark Office, 17 March 2026
Document SHA-256
d22596de7d196062b2be9dc3c5c577eef172d9f00fc836adca81ae54eeefbbee

Abstract

A training data screening device includes a data evaluation model, a data evaluator, a memory, and a training data screener. The data evaluation model is constructed by machine learning on at least a part of the collected data, or by machine learning on data different from the collected data. The data evaluator evaluates the input collected data using the data evaluation model. The memory stores the evaluated data, which is the collected data evaluated by the data evaluator. The training data screener screens the training data tier constructing the learning model from the evaluated data stored by the memory by an instruction of an operator to whom an evaluation result of the data evaluator is presented, or automatically screens the training data based on the evaluation result.

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Citation

OpenTechnical Publication OT-2026-000001871, “Training data screening device, robot system, and training data screening method,” published September 15, 2026 at 19:09:11 UTC, https://opentechnical.org/p/OT-2026-000001871.

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