Title:
MODEL GENERATION DEVICE, ESTIMATION DEVICE, MODEL GENERATION METHOD AND MODEL GENERATION PROGRAM
Document Type and Number:
Japanese Patent JP2021140362
Kind Code:
A
Abstract:
To generate a trained machine learning model having a comparatively high degree of description of operation content.SOLUTION: A model generation device executes: a first training step for training an encoder, a first estimator, and a second estimator so that, when training data is given to the encoder for each learning data set, accomplishment results of first estimation task of the first estimator conforms to first correct answer data, and accomplishment results of a second estimation task of the second estimator conforms to second correct answer data; and a second training step for training the encoder so that correlation between a first section of a feature quantity and the second correct answer data becomes low and correlation between a second section of the feature quantity and the first correct answer data becomes low for each of the learning data sets.SELECTED DRAWING: Figure 1
Inventors:
HASHIMOTO ATSUSHI
OKAMOTO YAMATO
OKAMOTO YAMATO
Application Number:
JP2020036237A
Publication Date:
September 16, 2021
Filing Date:
March 03, 2020
Export Citation:
Assignee:
OMRON TATEISI ELECTRONICS CO
International Classes:
G06N20/00
Attorney, Agent or Firm:
Tachibana Kenji
Yamashita Unknown
Tsuyoshi Masuda
Yamashita Unknown
Tsuyoshi Masuda