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SG10202013080RA - Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses - Google Patents

Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses

Info

Publication number
SG10202013080RA
SG10202013080RA SG10202013080RA SG10202013080RA SG10202013080RA SG 10202013080R A SG10202013080R A SG 10202013080RA SG 10202013080R A SG10202013080R A SG 10202013080RA SG 10202013080R A SG10202013080R A SG 10202013080RA SG 10202013080R A SG10202013080R A SG 10202013080RA
Authority
SG
Singapore
Prior art keywords
apparatuses
methods
neural network
network training
image
Prior art date
Application number
SG10202013080RA
Inventor
Tian Maoqing
Jiang Yimin
yi Shuai
Original Assignee
Sensetime Int Pte 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 Sensetime Int Pte Ltd filed Critical Sensetime Int Pte Ltd
Priority to SG10202013080RA priority Critical patent/SG10202013080RA/en
Priority to JP2021536265A priority patent/JP2023511240A/en
Priority to CN202180001447.9A priority patent/CN113228116A/en
Priority to KR1020217019335A priority patent/KR20220098313A/en
Priority to AU2021203867A priority patent/AU2021203867B2/en
Priority to PCT/IB2021/053490 priority patent/WO2022144602A1/en
Priority to PH1/2021/551377A priority patent/PH12021551377A1/en
Priority to US17/348,052 priority patent/US20220207258A1/en
Publication of SG10202013080RA publication Critical patent/SG10202013080RA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
    • 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
    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/64—Three-dimensional objects

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Computer Graphics (AREA)
  • Geometry (AREA)
  • Image Analysis (AREA)
SG10202013080RA 2020-12-28 2020-12-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses SG10202013080RA (en)

Priority Applications (8)

Application Number Priority Date Filing Date Title
SG10202013080RA SG10202013080RA (en) 2020-12-28 2020-12-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses
JP2021536265A JP2023511240A (en) 2020-12-28 2021-04-28 Image recognition method and device, image generation method and device, and neural network training method and device
CN202180001447.9A CN113228116A (en) 2020-12-28 2021-04-28 Image recognition method and device, image generation method and device, and neural network training method and device
KR1020217019335A KR20220098313A (en) 2020-12-28 2021-04-28 Image recognition method and apparatus, image generation method and apparatus, and neural network training method and apparatus
AU2021203867A AU2021203867B2 (en) 2020-12-28 2021-04-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses
PCT/IB2021/053490 WO2022144602A1 (en) 2020-12-28 2021-04-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses
PH1/2021/551377A PH12021551377A1 (en) 2020-12-28 2021-04-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses
US17/348,052 US20220207258A1 (en) 2020-12-28 2021-06-15 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SG10202013080RA SG10202013080RA (en) 2020-12-28 2020-12-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses

Publications (1)

Publication Number Publication Date
SG10202013080RA true SG10202013080RA (en) 2021-12-30

Family

ID=80778219

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10202013080RA SG10202013080RA (en) 2020-12-28 2020-12-28 Image identification methods and apparatuses, image generation methods and apparatuses, and neural network training methods and apparatuses

Country Status (2)

Country Link
SG (1) SG10202013080RA (en)
WO (1) WO2022144602A1 (en)

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10210418B2 (en) * 2016-07-25 2019-02-19 Mitsubishi Electric Research Laboratories, Inc. Object detection system and object detection method
CN108537135A (en) * 2018-03-16 2018-09-14 北京市商汤科技开发有限公司 The training method and device of Object identifying and Object identifying network, electronic equipment
JP2020042503A (en) * 2018-09-10 2020-03-19 株式会社ＭｉｎＤ ｉｎ ａ Ｄｅｖｉｃｅ Three-dimensional symbol generation system
CN109783887A (en) * 2018-12-25 2019-05-21 西安交通大学 A kind of intelligent recognition and search method towards Three-dimension process feature
CN110276804B (en) * 2019-06-29 2024-01-02 深圳市商汤科技有限公司 Data processing method and device
CN112132213A (en) * 2020-09-23 2020-12-25 创新奇智(南京)科技有限公司 Sample image processing method and device, electronic equipment and storage medium

Also Published As

Publication number Publication date
WO2022144602A1 (en) 2022-07-07

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