JP7082073B2 - 計算機、学習データの生成方法、及び計算機システム - Google Patents

計算機、学習データの生成方法、及び計算機システム Download PDF

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JP7082073B2
JP7082073B2 JP2019017169A JP2019017169A JP7082073B2 JP 7082073 B2 JP7082073 B2 JP 7082073B2 JP 2019017169 A JP2019017169 A JP 2019017169A JP 2019017169 A JP2019017169 A JP 2019017169A JP 7082073 B2 JP7082073 B2 JP 7082073B2
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JP2020126328A (ja
JP2020126328A5 (enExample
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良介 大館
広 新庄
健太 高野橋
直行 寺下
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Hitachi Ltd
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    • G06—COMPUTING OR CALCULATING; COUNTING
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    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology

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  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
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  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
JP2019017169A 2019-02-01 2019-02-01 計算機、学習データの生成方法、及び計算機システム Active JP7082073B2 (ja)

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JP2019017169A JP7082073B2 (ja) 2019-02-01 2019-02-01 計算機、学習データの生成方法、及び計算機システム
US16/564,614 US20200250578A1 (en) 2019-02-01 2019-09-09 Computer, method of generating learning data, and computer system

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JP2019017169A JP7082073B2 (ja) 2019-02-01 2019-02-01 計算機、学習データの生成方法、及び計算機システム

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JP2020126328A JP2020126328A (ja) 2020-08-20
JP2020126328A5 JP2020126328A5 (enExample) 2021-08-05
JP7082073B2 true JP7082073B2 (ja) 2022-06-07

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Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7408973B2 (ja) * 2019-09-18 2024-01-09 富士フイルムビジネスイノベーション株式会社 学習モデル生成装置、画像補正装置、学習モデル生成プログラム、及び画像補正プログラム
JP7790044B2 (ja) * 2021-07-21 2025-12-23 Ｔｏｐｐａｎホールディングス株式会社 学習データセット生成装置、学習データセット生成方法、及びプログラム
JP7502808B2 (ja) * 2022-06-24 2024-06-19 株式会社 東京ウエルズ 学習装置、学習方法及び学習プログラム

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2015228162A (ja) 2014-06-02 2015-12-17 Kddi株式会社 情報検索方法、装置およびプログラム
US20200242154A1 (en) 2019-01-24 2020-07-30 Olympus Corporation Image file generating device and image file generating method
JP2020119322A (ja) 2019-01-24 2020-08-06 オリンパス株式会社 学習依頼装置および学習依頼方法

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2015228162A (ja) 2014-06-02 2015-12-17 Kddi株式会社 情報検索方法、装置およびプログラム
US20200242154A1 (en) 2019-01-24 2020-07-30 Olympus Corporation Image file generating device and image file generating method
JP2020119322A (ja) 2019-01-24 2020-08-06 オリンパス株式会社 学習依頼装置および学習依頼方法

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