Title:
MACHINE LEARNING DEVICE AND MACHINE LEARNING METHOD
Document Type and Number:
WIPO Patent Application WO/2022/138545
Kind Code:
A1
Abstract:
The present invention obtains good performance even with a small amount of training data, by reducing time and labor required for collection of training data for use in learning. This machine learning device is provided with: an acquisition unit that acquires inference data and training data for use in machine learning; a learning unit that performs machine learning on the basis of the training data and a plurality of sets of learning parameters and generates a plurality of trained models; a model assessment unit that makes assessment of whether or not the learning results by the plurality of trained models are good and displays the assessment results; a model selection unit that can receive selection of a trained model; an inference calculation unit that performs inference calculation processing on the basis of at least some of the plurality of trained models and the inference data and generates inference result candidates; and an inference determination unit that outputs all or some of the inference result candidates or combinations thereof.
Inventors:
LI WEIJIA (JP)
Application Number:
PCT/JP2021/046971
Publication Date:
June 30, 2022
Filing Date:
December 20, 2021
Export Citation:
Assignee:
FANUC CORP (JP)
International Classes:
G06T7/00; G06N20/00
Foreign References:
| JP2019175140A | 2019-10-10 | |||
| JP2019058960A | 2019-04-18 |
Attorney, Agent or Firm:
SHOBAYASHI Masayuki et al. (JP)
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