JP7271809B2 - 学習済みモデル生成装置、学習済みモデル生成方法、及び認識装置 - Google Patents

学習済みモデル生成装置、学習済みモデル生成方法、及び認識装置 Download PDF

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JP7271809B2
JP7271809B2 JP2023513902A JP2023513902A JP7271809B2 JP 7271809 B2 JP7271809 B2 JP 7271809B2 JP 2023513902 A JP2023513902 A JP 2023513902A JP 2023513902 A JP2023513902 A JP 2023513902A JP 7271809 B2 JP7271809 B2 JP 7271809B2
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南己 淺谷
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Kyocera Corp
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    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/10—Pre-processing; Data cleansing
    • G—PHYSICS
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
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    • G06N3/045—Combinations of networks
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/096—Transfer 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • 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
    • G06T2207/20076—Probabilistic image processing
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]

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JP2023513902A 2021-05-28 2022-05-27 学習済みモデル生成装置、学習済みモデル生成方法、及び認識装置 Active JP7271809B2 (ja)

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JP2021090676 2021-05-28
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PCT/JP2022/021815 WO2022250154A1 (ja) 2021-05-28 2022-05-27 学習済みモデル生成装置、学習済みモデル生成方法、及び認識装置

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WO2025141421A1 (ja) * 2023-12-27 2025-07-03 株式会社半導体エネルギー研究所 表示装置

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019194256A1 (ja) 2018-04-05 2019-10-10 株式会社小糸製作所 演算処理装置、オブジェクト識別システム、学習方法、自動車、車両用灯具
US10565471B1 (en) 2019-03-07 2020-02-18 Capital One Services, Llc Systems and methods for transfer learning of neural networks
US20200134469A1 (en) 2018-10-30 2020-04-30 Samsung Sds Co., Ltd. Method and apparatus for determining a base model for transfer learning
JP2020144700A (ja) 2019-03-07 2020-09-10 株式会社日立製作所 画像診断装置、画像処理方法及びプログラム
JP2021056785A (ja) 2019-09-30 2021-04-08 セコム株式会社 画像認識システム、撮像装置、認識装置及び画像認識方法

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Publication number Priority date Publication date Assignee Title
US8005932B2 (en) * 2003-11-20 2011-08-23 Hewlett-Packard Development Company, L.P. Network discovery
JP6166705B2 (ja) 2014-09-29 2017-07-19 セコム株式会社 対象識別装置
CN112633459B (zh) * 2019-09-24 2024-09-20 华为技术有限公司 训练神经网络的方法、数据处理方法和相关装置
CN110781976B (zh) * 2019-10-31 2021-01-05 重庆紫光华山智安科技有限公司 训练图像的扩充方法、训练方法及相关装置

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019194256A1 (ja) 2018-04-05 2019-10-10 株式会社小糸製作所 演算処理装置、オブジェクト識別システム、学習方法、自動車、車両用灯具
US20200134469A1 (en) 2018-10-30 2020-04-30 Samsung Sds Co., Ltd. Method and apparatus for determining a base model for transfer learning
US10565471B1 (en) 2019-03-07 2020-02-18 Capital One Services, Llc Systems and methods for transfer learning of neural networks
JP2020144700A (ja) 2019-03-07 2020-09-10 株式会社日立製作所 画像診断装置、画像処理方法及びプログラム
JP2021056785A (ja) 2019-09-30 2021-04-08 セコム株式会社 画像認識システム、撮像装置、認識装置及び画像認識方法

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EP4350614A1 (en) 2024-04-10
CN117396927A (zh) 2024-01-12
EP4350614A4 (en) 2025-05-07
JP2023099084A (ja) 2023-07-11
US20240265691A1 (en) 2024-08-08
WO2022250154A1 (ja) 2022-12-01

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