SG11202100043SA - Deep model training method and apparatus, electronic device, and storage medium - Google Patents

Deep model training method and apparatus, electronic device, and storage medium

Info

Publication number
SG11202100043SA
SG11202100043SA SG11202100043SA SG11202100043SA SG11202100043SA SG 11202100043S A SG11202100043S A SG 11202100043SA SG 11202100043S A SG11202100043S A SG 11202100043SA SG 11202100043S A SG11202100043S A SG 11202100043SA SG 11202100043S A SG11202100043S A SG 11202100043SA
Authority
SG
Singapore
Prior art keywords
electronic device
storage medium
model training
training method
deep model
Prior art date
Application number
SG11202100043SA
Inventor
Jiahui Li
Original Assignee
Beijing Sensetime Technology Development Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Sensetime Technology Development Co Ltd filed Critical Beijing Sensetime Technology Development Co Ltd
Publication of SG11202100043SA publication Critical patent/SG11202100043SA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/166—Editing, e.g. inserting or deleting
    • G06F40/169—Annotation, e.g. comment data or footnotes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06T2207/30196—Human being; Person
    • G06T2207/30201—Face

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Image Analysis (AREA)
SG11202100043SA 2018-12-29 2019-10-30 Deep model training method and apparatus, electronic device, and storage medium SG11202100043SA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811646430.5A CN109740752B (en) 2018-12-29 2018-12-29 Deep model training method and device, electronic equipment and storage medium
PCT/CN2019/114493 WO2020134532A1 (en) 2018-12-29 2019-10-30 Deep model training method and apparatus, electronic device, and storage medium

Publications (1)

Publication Number Publication Date
SG11202100043SA true SG11202100043SA (en) 2021-02-25

Family

ID=66362804

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202100043SA SG11202100043SA (en) 2018-12-29 2019-10-30 Deep model training method and apparatus, electronic device, and storage medium

Country Status (7)

Country Link
US (1) US20210118140A1 (en)
JP (1) JP7158563B2 (en)
KR (1) KR20210028716A (en)
CN (1) CN109740752B (en)
SG (1) SG11202100043SA (en)
TW (1) TW202026958A (en)
WO (1) WO2020134532A1 (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109740752B (en) * 2018-12-29 2022-01-04 北京市商汤科技开发有限公司 Deep model training method and device, electronic equipment and storage medium
CN110399927B (en) * 2019-07-26 2022-02-01 玖壹叁陆零医学科技南京有限公司 Recognition model training method, target recognition method and device
CN110909688B (en) * 2019-11-26 2020-07-28 南京甄视智能科技有限公司 Face detection small model optimization training method, face detection method and computer system
CN111881966A (en) * 2020-07-20 2020-11-03 北京市商汤科技开发有限公司 Neural network training method, device, equipment and storage medium
CN113487575B (en) * 2021-07-13 2024-01-16 中国信息通信研究院 Method, apparatus, device and readable storage medium for training medical image detection model
CN113947771B (en) * 2021-10-15 2023-06-27 北京百度网讯科技有限公司 Image recognition method, apparatus, device, storage medium, and program product

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102074034B (en) * 2011-01-06 2013-11-06 西安电子科技大学 Multi-model human motion tracking method
CN102184541B (en) * 2011-05-04 2012-09-05 西安电子科技大学 Multi-objective optimized human body motion tracking method
CN102622766A (en) * 2012-03-01 2012-08-01 西安电子科技大学 Multi-objective optimization multi-lens human motion tracking method
JP2015114172A (en) * 2013-12-10 2015-06-22 オリンパスソフトウェアテクノロジー株式会社 Image processing apparatus, microscope system, image processing method, and image processing program
CN106250874B (en) * 2016-08-16 2019-04-30 东方网力科技股份有限公司 Recognition methods and the device of a kind of dress ornament and carry-on articles
KR20180044739A (en) * 2016-10-24 2018-05-03 삼성에스디에스 주식회사 Method and apparatus for optimizing rule using deep learning
US20180268292A1 (en) * 2017-03-17 2018-09-20 Nec Laboratories America, Inc. Learning efficient object detection models with knowledge distillation
WO2018213205A1 (en) * 2017-05-14 2018-11-22 Digital Reasoning Systems, Inc. Systems and methods for rapidly building, managing, and sharing machine learning models
CN107169556A (en) * 2017-05-15 2017-09-15 电子科技大学 stem cell automatic counting method based on deep learning
US20190102674A1 (en) * 2017-09-29 2019-04-04 Here Global B.V. Method, apparatus, and system for selecting training observations for machine learning models
US10997727B2 (en) * 2017-11-07 2021-05-04 Align Technology, Inc. Deep learning for tooth detection and evaluation
CN108764372B (en) * 2018-06-08 2019-07-16 Oppo广东移动通信有限公司 Construction method and device, mobile terminal, the readable storage medium storing program for executing of data set
CN109066861A (en) * 2018-08-20 2018-12-21 四川超影科技有限公司 Intelligent inspection robot charging controller method based on machine vision
CN109740752B (en) * 2018-12-29 2022-01-04 北京市商汤科技开发有限公司 Deep model training method and device, electronic equipment and storage medium

Also Published As

Publication number Publication date
US20210118140A1 (en) 2021-04-22
JP7158563B2 (en) 2022-10-21
TW202026958A (en) 2020-07-16
JP2021533505A (en) 2021-12-02
CN109740752A (en) 2019-05-10
CN109740752B (en) 2022-01-04
WO2020134532A1 (en) 2020-07-02
KR20210028716A (en) 2021-03-12

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