Title:
MANUFACTURING METHOD OF TRAINED WORK CLASSIFICATION ESTIMATION MODEL, DATA FOR TRAINING, METHOD EXECUTED BY COMPUTER, AND SYSTEM INCLUDING WORK MACHINE
Document Type and Number:
WIPO Patent Application WO/2021/002249
Kind Code:
A1
Abstract:
According to the present invention, work classification is performed at high accuracy. This manufacturing method of a trained work classification estimation model (180) is provided with: acquiring data for training (188A) including a specific viewpoint image (206) which is obtained by viewing a three-dimensional model at a specific viewpoint position, the three-dimensional model indicating a solid shape that is being worked by a working machine, and a work classification result (204) that indicates the operation content of the working machine, in which labeling is performed for the specific viewpoint image (206); and training the work classification estimation model (180) with the data for training (188A).
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Inventors:
ARATAME HIROYUKI (JP)
Application Number:
PCT/JP2020/024714
Publication Date:
January 07, 2021
Filing Date:
June 24, 2020
Export Citation:
Assignee:
KOMATSU MFG CO LTD (JP)
International Classes:
E02F9/20; G06T7/00
Domestic Patent References:
| WO2019093152A1 | 2019-05-16 | |||
| WO2018216075A1 | 2018-11-29 |
Foreign References:
| JP2009093611A | 2009-04-30 | |||
| JP2018135649A | 2018-08-30 |
Other References:
See also references of EP 3940153A4
Attorney, Agent or Firm:
FUKAMI PATENT OFFICE, P.C. (JP)
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