CN115668283A - 机器学习装置和机器学习系统 - Google Patents

机器学习装置和机器学习系统 Download PDF

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Publication number
CN115668283A
CN115668283A CN202180035638.7A CN202180035638A CN115668283A CN 115668283 A CN115668283 A CN 115668283A CN 202180035638 A CN202180035638 A CN 202180035638A CN 115668283 A CN115668283 A CN 115668283A
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learning
learning data
lightweight
machine learning
unit
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CN202180035638.7A
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Chinese (zh)
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并木勇太
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Fanuc Corp
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Fanuc Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G06T7/0008—Industrial image inspection checking presence/absence
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30108—Industrial image inspection
    • G06T2207/30164—Workpiece; Machine component

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Quality & Reliability (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Image Analysis (AREA)
CN202180035638.7A 2020-05-18 2021-05-13 机器学习装置和机器学习系统 Pending CN115668283A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020-086733 2020-05-18
JP2020086733 2020-05-18
PCT/JP2021/018191 WO2021235311A1 (ja) 2020-05-18 2021-05-13 機械学習装置及び機械学習システム

Publications (1)

Publication Number Publication Date
CN115668283A true CN115668283A (zh) 2023-01-31

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CN202180035638.7A Pending CN115668283A (zh) 2020-05-18 2021-05-13 机器学习装置和机器学习系统

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US (1) US20230186457A1 (https=)
JP (1) JPWO2021235311A1 (https=)
CN (1) CN115668283A (https=)
DE (1) DE112021002846T5 (https=)
WO (1) WO2021235311A1 (https=)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108573486A (zh) * 2017-03-13 2018-09-25 发那科株式会社 图像处理装置以及图像处理方法
CN109242820A (zh) * 2017-07-10 2019-01-18 发那科株式会社 机器学习装置、检查装置以及机器学习方法
CN110447038A (zh) * 2017-03-21 2019-11-12 日本电气株式会社 图像处理装置、图像处理方法和记录介质
TW202013315A (zh) * 2018-07-20 2020-04-01 日商Ｎ－Ｔｅｃｈ股份有限公司 附標籤之影像資料的製作方法、檢查方法、程式、附標籤之影像資料的製作裝置及檢查裝置

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6348093B2 (ja) 2015-11-06 2018-06-27 ファナック株式会社 入力データから検出対象物の像を検出する画像処理装置および方法
JP6333871B2 (ja) 2016-02-25 2018-05-30 ファナック株式会社 入力画像から検出した対象物を表示する画像処理装置
JP6874410B2 (ja) * 2017-02-15 2021-05-19 オムロン株式会社 画像出力装置及び画像出力方法
US10632023B2 (en) * 2017-06-13 2020-04-28 The Procter & Gamble Company Systems and methods for inspecting absorbent articles on a converting line
US11030486B2 (en) * 2018-04-20 2021-06-08 XNOR.ai, Inc. Image classification through label progression

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108573486A (zh) * 2017-03-13 2018-09-25 发那科株式会社 图像处理装置以及图像处理方法
CN110447038A (zh) * 2017-03-21 2019-11-12 日本电气株式会社 图像处理装置、图像处理方法和记录介质
CN109242820A (zh) * 2017-07-10 2019-01-18 发那科株式会社 机器学习装置、检查装置以及机器学习方法
TW202013315A (zh) * 2018-07-20 2020-04-01 日商Ｎ－Ｔｅｃｈ股份有限公司 附標籤之影像資料的製作方法、檢查方法、程式、附標籤之影像資料的製作裝置及檢查裝置

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JPWO2021235311A1 (https=) 2021-11-25
WO2021235311A1 (ja) 2021-11-25
DE112021002846T5 (de) 2023-03-02
US20230186457A1 (en) 2023-06-15

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