JP7690957B2 - データ収集装置及びデータ収集方法 - Google Patents

データ収集装置及びデータ収集方法 Download PDF

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JP7690957B2
JP7690957B2 JP2022533823A JP2022533823A JP7690957B2 JP 7690957 B2 JP7690957 B2 JP 7690957B2 JP 2022533823 A JP2022533823 A JP 2022533823A JP 2022533823 A JP2022533823 A JP 2022533823A JP 7690957 B2 JP7690957 B2 JP 7690957B2
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文平 田路
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Konica Minolta Inc
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    • G06—COMPUTING OR CALCULATING; COUNTING
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    • G06N20/00—Machine learning
    • G—PHYSICS
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    • 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
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    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/091—Active learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/761—Proximity, similarity or dissimilarity measures
    • 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
    • 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
    • G06V10/778—Active pattern-learning, e.g. online learning of image or video features
    • 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice

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  • Audiology, Speech & Language Pathology (AREA)
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JP2022533823A 2020-07-03 2021-06-16 データ収集装置及びデータ収集方法 Active JP7690957B2 (ja)

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JP2020115540 2020-07-03
JP2020115540 2020-07-03
PCT/JP2021/022779 WO2022004370A1 (ja) 2020-07-03 2021-06-16 データ収集装置及びデータ収集方法

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Citations (3)

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JP2018169752A (ja) 2017-03-29 2018-11-01 パナソニックＩｐマネジメント株式会社 商品認識システム、学習済みモデル、及び商品認識方法
JP2019046094A (ja) 2017-08-31 2019-03-22 キヤノン株式会社 情報処理装置、情報処理装置の制御方法及びプログラム
JP2020052484A (ja) 2018-09-25 2020-04-02 Ａｗｌ株式会社 物体認識カメラシステム、再学習システム、及び物体認識プログラム

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JPH0561843A (ja) * 1991-05-15 1993-03-12 Wacom Co Ltd ニユーラルネツトワーク装置
JP5923723B2 (ja) 2011-06-02 2016-05-25 パナソニックＩｐマネジメント株式会社 人物属性推定システム、人物属性推定装置、及び人物属性推定方法
JP2019003554A (ja) 2017-06-19 2019-01-10 コニカミノルタ株式会社 画像認識装置、画像認識方法、および画像認識装置用プログラム
JP7153477B2 (ja) 2018-06-13 2022-10-14 日本放送協会 情報判定モデル学習装置およびそのプログラム
JP6935368B2 (ja) 2018-07-06 2021-09-15 株式会社 日立産業制御ソリューションズ 機械学習装置及び方法
US10311335B1 (en) * 2018-09-05 2019-06-04 StradVision, Inc. Method and device for generating image data set to be used for learning CNN capable of detecting obstruction in autonomous driving circumstance, and testing method, and testing device using the same
US11042799B2 (en) * 2019-08-20 2021-06-22 International Business Machines Corporation Cohort based adversarial attack detection

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018169752A (ja) 2017-03-29 2018-11-01 パナソニックＩｐマネジメント株式会社 商品認識システム、学習済みモデル、及び商品認識方法
JP2019046094A (ja) 2017-08-31 2019-03-22 キヤノン株式会社 情報処理装置、情報処理装置の制御方法及びプログラム
JP2020052484A (ja) 2018-09-25 2020-04-02 Ａｗｌ株式会社 物体認識カメラシステム、再学習システム、及び物体認識プログラム

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US20230245428A1 (en) 2023-08-03
WO2022004370A1 (ja) 2022-01-06
US12394184B2 (en) 2025-08-19

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