CN117396927A - 训练模型生成装置、训练模型生成方法和识别装置 - Google Patents

训练模型生成装置、训练模型生成方法和识别装置 Download PDF

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Publication number
CN117396927A
CN117396927A CN202280037790.3A CN202280037790A CN117396927A CN 117396927 A CN117396927 A CN 117396927A CN 202280037790 A CN202280037790 A CN 202280037790A CN 117396927 A CN117396927 A CN 117396927A
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training
model
information
adapter
target
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Chinese (zh)
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浅谷南己
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Kyocera Corp
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Kyocera Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—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
    • 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
    • G06N3/045—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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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Image Analysis (AREA)
CN202280037790.3A 2021-05-28 2022-05-27 训练模型生成装置、训练模型生成方法和识别装置 Pending CN117396927A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2021090676 2021-05-28
JP2021-090676 2021-05-28
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

Publications (1)

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CN117396927A true CN117396927A (zh) 2024-01-12

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Country Link
US (1) US20240265691A1 (https=)
EP (1) EP4350614A4 (https=)
JP (2) JP7271809B2 (https=)
CN (1) CN117396927A (https=)
WO (1) WO2022250154A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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 (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050125518A1 (en) * 2003-11-20 2005-06-09 Knees Max C. Network discovery
CN110781976A (zh) * 2019-10-31 2020-02-11 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
WO2021057186A1 (zh) * 2019-09-24 2021-04-01 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

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Publication number Priority date Publication date Assignee Title
JP6166705B2 (ja) 2014-09-29 2017-07-19 セコム株式会社 対象識別装置
JP7268001B2 (ja) * 2018-04-05 2023-05-02 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
KR102439606B1 (ko) 2018-10-30 2022-09-01 삼성에스디에스 주식회사 전이 학습을 위한 기반 모델 결정 방법 및 그 방법을 지원하는 장치
JP7218215B2 (ja) 2019-03-07 2023-02-06 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
US10565471B1 (en) * 2019-03-07 2020-02-18 Capital One Services, Llc Systems and methods for transfer learning of neural networks
JP7368995B2 (ja) * 2019-09-30 2023-10-25 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

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050125518A1 (en) * 2003-11-20 2005-06-09 Knees Max C. Network discovery
WO2021057186A1 (zh) * 2019-09-24 2021-04-01 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
CN110781976A (zh) * 2019-10-31 2020-02-11 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

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
DING LIU等: "Connecting Image Denoising and High-Level Vision Tasks via Deep Learning", ARXIV:1809.01826, 6 September 2018 (2018-09-06), pages 1 - 11 *
李舟军;范宇;吴贤杰;: "面向自然语言处理的预训练技术研究综述", 计算机科学, no. 03, 31 December 2020 (2020-12-31), pages 1 - 16 *

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JP7271809B2 (ja) 2023-05-11
JPWO2022250154A1 (https=) 2022-12-01
EP4350614A1 (en) 2024-04-10
EP4350614A4 (en) 2025-05-07
JP2023099084A (ja) 2023-07-11
US20240265691A1 (en) 2024-08-08
WO2022250154A1 (ja) 2022-12-01

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