Title:
CLASSIFICATION MODEL GENERATING SYSTEM, CLASSIFICATION MODEL GENERATING METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2024/079991
Kind Code:
A1
Abstract:
This classification model generating system comprises: an acquiring unit (11) for acquiring a non-defective product image group including a plurality of non-defective product images; a defective part image generating unit (12) for generating a plurality of defective part images on the basis of a seed image group obtained by geometrically transforming seed images which are generated by artificial rendering and which simulate defective parts; a combination processing unit (13) for generating a defective image group by combining each of the plurality of defective part images with the non-defective product image group; and a classification model generating unit (23) for generating a classification model by performing classification learning using the non-defective product image group and a portion of the defective image group as a training image group.
Inventors:
FURUTA YOSHINOBU
ODAJIMA YOSHIKAZU
ODAJIMA YOSHIKAZU
Application Number:
PCT/JP2023/030068
Publication Date:
April 18, 2024
Filing Date:
August 22, 2023
Export Citation:
Assignee:
PANASONIC IP MAN CO LTD (JP)
International Classes:
G06T7/00; G01N21/88; G06V10/774
Domestic Patent References:
WO2021225097A1 | 2021-11-11 |
Foreign References:
JP2020027424A | 2020-02-20 | |||
JP2004354251A | 2004-12-16 |
Attorney, Agent or Firm:
NII, Hiromori et al. (JP)
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