Title:
LEARNING DATA CREATION SYSTEM AND LEARNING DATA CREATION METHOD
Document Type and Number:
WIPO Patent Application WO/2021/176605
Kind Code:
A1
Abstract:
A learning data creation system (10) includes an acquisition unit (110), a first neural network (121), a second neural network (122), a feature map synthesis unit (130), an output error calculation unit (140), and a neural network update unit (150). The first neural network generates a first feature map (MAP1) by receiving input of a first image (IM1) and generates a second feature map (MAP2) by receiving input of a second image (IM2). The feature map synthesis unit generates a synthesis feature map (SMAP) by replacing a part of the first feature map with a part of the second feature map. The second neural network generates output information (NNQ) on the basis of the synthesis feature map. The output error calculation unit calculates an output error (ERQ) on the basis of the output information, first correct answer information (TD1), and second correct answer information (TD2).
Inventors:
ANDO JUN
Application Number:
PCT/JP2020/009215
Publication Date:
September 10, 2021
Filing Date:
March 04, 2020
Export Citation:
Assignee:
OLYMPUS CORP (JP)
International Classes:
G06T7/00
Foreign References:
| JP2019213623A | 2019-12-19 | |||
| JP2020017229A | 2020-01-30 |
Attorney, Agent or Firm:
TAKEKOSHI Noboru et al. (JP)
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