JP7581521B2 - 認識モデル生成方法及び認識モデル生成装置 - Google Patents

認識モデル生成方法及び認識モデル生成装置 Download PDF

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JP7581521B2
JP7581521B2 JP2023534865A JP2023534865A JP7581521B2 JP 7581521 B2 JP7581521 B2 JP 7581521B2 JP 2023534865 A JP2023534865 A JP 2023534865A JP 2023534865 A JP2023534865 A JP 2023534865A JP 7581521 B2 JP7581521 B2 JP 7581521B2
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JPWO2023286847A1 (https=
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匡芳 中村
匡史 堤
智之 和泉
康平 古川
慧 村岡
達将 樺澤
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Kyocera Corp
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    • 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
    • G06N20/00—Machine learning
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • G06N3/04—Architecture, e.g. interconnection topology
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • 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
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/64—Three-dimensional [3D] objects

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JP2023534865A 2021-07-15 2022-07-14 認識モデル生成方法及び認識モデル生成装置 Active JP7581521B2 (ja)

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WO2024201655A1 (ja) * 2023-03-27 2024-10-03 ファナック株式会社 学習データ生成装置、ロボットシステム、学習データ生成方法および学習データ生成プログラム
WO2025069198A1 (ja) * 2023-09-26 2025-04-03 日本電信電話株式会社 設定補助装置、設定補助方法、および設定補助プログラム
WO2026009899A1 (ja) * 2024-07-02 2026-01-08 京セラ株式会社 学習方法、学習装置、処理装置及びプログラム

Citations (4)

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WO2019021456A1 (ja) 2017-07-28 2019-01-31 株式会社ソニー・インタラクティブエンタテインメント 学習装置、認識装置、学習方法、認識方法及びプログラム
WO2019059343A1 (ja) 2017-09-22 2019-03-28 Ntn株式会社 ワーク情報処理装置およびワークの認識方法
JP2019056966A (ja) 2017-09-19 2019-04-11 株式会社東芝 情報処理装置、画像認識方法および画像認識プログラム
JP2019191973A (ja) 2018-04-26 2019-10-31 株式会社神戸製鋼所 学習画像生成装置及び学習画像生成方法、並びに画像認識装置及び画像認識方法

Family Cites Families (6)

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EP3655926A1 (en) * 2017-08-08 2020-05-27 Siemens Aktiengesellschaft Synthetic depth image generation from cad data using generative adversarial neural networks for enhancement
JP6924413B2 (ja) * 2017-12-25 2021-08-25 オムロン株式会社 データ生成装置、データ生成方法及びデータ生成プログラム
EP3624008A1 (en) * 2018-08-29 2020-03-18 Panasonic Intellectual Property Corporation of America Information processing method and information processing system
JP7466928B2 (ja) * 2018-09-12 2024-04-15 オルソグリッド システムズ ホールディング，エルエルシー 人工知能の術中外科的ガイダンスシステムと使用方法
WO2020102767A1 (en) * 2018-11-16 2020-05-22 Google Llc Generating synthetic images and/or training machine learning model(s) based on the synthetic images
CN109816634B (zh) * 2018-12-29 2023-07-11 歌尔股份有限公司 检测方法、模型训练方法、装置及设备

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019021456A1 (ja) 2017-07-28 2019-01-31 株式会社ソニー・インタラクティブエンタテインメント 学習装置、認識装置、学習方法、認識方法及びプログラム
JP2019056966A (ja) 2017-09-19 2019-04-11 株式会社東芝 情報処理装置、画像認識方法および画像認識プログラム
WO2019059343A1 (ja) 2017-09-22 2019-03-28 Ntn株式会社 ワーク情報処理装置およびワークの認識方法
JP2019191973A (ja) 2018-04-26 2019-10-31 株式会社神戸製鋼所 学習画像生成装置及び学習画像生成方法、並びに画像認識装置及び画像認識方法

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EP4372679A1 (en) 2024-05-22
EP4372679A4 (en) 2025-05-21
US20240355097A1 (en) 2024-10-24
JP2025014039A (ja) 2025-01-28
WO2023286847A1 (ja) 2023-01-19
JPWO2023286847A1 (https=) 2023-01-19
CN117651971A (zh) 2024-03-05

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