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
Other languages
English (en)
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 (zh) 2018-12-29 2018-12-29 深度模型训练方法及装置、电子设备及存储介质
PCT/CN2019/114493 WO2020134532A1 (zh) 2018-12-29 2019-10-30 深度模型训练方法及装置、电子设备及存储介质

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 (zh)
JP (1) JP7158563B2 (zh)
KR (1) KR20210028716A (zh)
CN (1) CN109740752B (zh)
SG (1) SG11202100043SA (zh)
TW (1) TW202026958A (zh)
WO (1) WO2020134532A1 (zh)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109740752B (zh) * 2018-12-29 2022-01-04 北京市商汤科技开发有限公司 深度模型训练方法及装置、电子设备及存储介质
CN110399927B (zh) * 2019-07-26 2022-02-01 玖壹叁陆零医学科技南京有限公司 识别模型训练方法、目标识别方法及装置
CN110909688B (zh) * 2019-11-26 2020-07-28 南京甄视智能科技有限公司 人脸检测小模型优化训练方法、人脸检测方法及计算机系统
CN111881966A (zh) * 2020-07-20 2020-11-03 北京市商汤科技开发有限公司 神经网络训练方法、装置、设备和存储介质
CN113487575B (zh) * 2021-07-13 2024-01-16 中国信息通信研究院 用于训练医学影像检测模型的方法及装置、设备、可读存储介质
CN113947771B (zh) * 2021-10-15 2023-06-27 北京百度网讯科技有限公司 图像识别方法、装置、设备、存储介质以及程序产品

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102074034B (zh) * 2011-01-06 2013-11-06 西安电子科技大学 多模型人体运动跟踪方法
CN102184541B (zh) * 2011-05-04 2012-09-05 西安电子科技大学 多目标优化人体运动跟踪方法
CN102622766A (zh) * 2012-03-01 2012-08-01 西安电子科技大学 多目标优化的多镜头人体运动跟踪方法
JP2015114172A (ja) * 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 画像処理装置、顕微鏡システム、画像処理方法、及び画像処理プログラム
CN106250874B (zh) * 2016-08-16 2019-04-30 东方网力科技股份有限公司 一种服饰及随身物品的识别方法和装置
KR20180044739A (ko) * 2016-10-24 2018-05-03 삼성에스디에스 주식회사 딥 러닝을 이용한 룰 생성방법 및 장치
US20180268292A1 (en) * 2017-03-17 2018-09-20 Nec Laboratories America, Inc. Learning efficient object detection models with knowledge distillation
CA3063738A1 (en) * 2017-05-14 2018-11-22 Digital Reasoning Systems, Inc. Systems and methods for rapidly building, managing, and sharing machine learning models
CN107169556A (zh) * 2017-05-15 2017-09-15 电子科技大学 基于深度学习的干细胞自动计数方法
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 (zh) * 2018-06-08 2019-07-16 Oppo广东移动通信有限公司 数据集的构建方法和装置、移动终端、可读存储介质
CN109066861A (zh) * 2018-08-20 2018-12-21 四川超影科技有限公司 基于机器视觉的智能巡检机器人自动充电控制方法
CN109740752B (zh) * 2018-12-29 2022-01-04 北京市商汤科技开发有限公司 深度模型训练方法及装置、电子设备及存储介质

Also Published As

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

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