GB201517462D0 - Semi-automatic labelling of datasets - Google Patents

Semi-automatic labelling of datasets

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Publication number
GB201517462D0
GB201517462D0 GBGB1517462.6A GB201517462A GB201517462D0 GB 201517462 D0 GB201517462 D0 GB 201517462D0 GB 201517462 A GB201517462 A GB 201517462A GB 201517462 D0 GB201517462 D0 GB 201517462D0
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Prior art keywords
datasets
semi
automatic labelling
labelling
automatic
Prior art date
Legal status (The legal status 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 status listed.)
Ceased
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GBGB1517462.6A
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English (en)
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Tractable Ltd
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Tractable Ltd
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Priority to GBGB1517462.6A priority Critical patent/GB201517462D0/en
Publication of GB201517462D0 publication Critical patent/GB201517462D0/en
Priority to PCT/GB2016/053071 priority patent/WO2017055878A1/en
Priority to EP16795403.1A priority patent/EP3357002A1/en
Priority to CN201680070416.8A priority patent/CN108885700A/zh
Priority to AU2016332947A priority patent/AU2016332947B2/en
Priority to KR1020187012377A priority patent/KR20180118596A/ko
Priority to US15/765,275 priority patent/US20180300576A1/en
Priority to JP2018536348A priority patent/JP7048499B2/ja
Priority to JP2022048334A priority patent/JP7577085B2/ja
Priority to AU2022202268A priority patent/AU2022202268A1/en
Priority to US18/658,748 priority patent/US20250118057A1/en
Ceased legal-status Critical Current

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    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06V10/7753—Incorporation of unlabelled data, e.g. multiple instance learning [MIL]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2155—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the incorporation of unlabelled data, e.g. multiple instance learning [MIL], semi-supervised techniques using expectation-maximisation [EM] or naïve labelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G06F18/2178—Validation; Performance evaluation; Active pattern learning techniques based on feedback of a supervisor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/046—Forward inferencing; Production systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/08—Computing arrangements based on specific mathematical models using chaos models or non-linear system models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/08—Detecting or categorising vehicles

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Nonlinear Science (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Image Analysis (AREA)
GBGB1517462.6A 2015-10-02 2015-10-02 Semi-automatic labelling of datasets Ceased GB201517462D0 (en)

Priority Applications (11)

Application Number Priority Date Filing Date Title
GBGB1517462.6A GB201517462D0 (en) 2015-10-02 2015-10-02 Semi-automatic labelling of datasets
JP2018536348A JP7048499B2 (ja) 2015-10-02 2016-10-03 データセットの半自動ラベル付け
AU2016332947A AU2016332947B2 (en) 2015-10-02 2016-10-03 Semi-automatic labelling of datasets
EP16795403.1A EP3357002A1 (en) 2015-10-02 2016-10-03 Semi-automatic labelling of datasets
CN201680070416.8A CN108885700A (zh) 2015-10-02 2016-10-03 数据集半自动标记
PCT/GB2016/053071 WO2017055878A1 (en) 2015-10-02 2016-10-03 Semi-automatic labelling of datasets
KR1020187012377A KR20180118596A (ko) 2015-10-02 2016-10-03 데이터세트들의 반-자동 라벨링
US15/765,275 US20180300576A1 (en) 2015-10-02 2016-10-03 Semi-automatic labelling of datasets
JP2022048334A JP7577085B2 (ja) 2015-10-02 2022-03-24 データセットの半自動ラベル付け
AU2022202268A AU2022202268A1 (en) 2015-10-02 2022-04-05 Semi-automatic labelling of datasets
US18/658,748 US20250118057A1 (en) 2015-10-02 2024-05-08 Semi-automatic labelling of datasets

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GBGB1517462.6A GB201517462D0 (en) 2015-10-02 2015-10-02 Semi-automatic labelling of datasets

Publications (1)

Publication Number Publication Date
GB201517462D0 true GB201517462D0 (en) 2015-11-18

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
GBGB1517462.6A Ceased GB201517462D0 (en) 2015-10-02 2015-10-02 Semi-automatic labelling of datasets

Country Status (8)

Country Link
US (2) US20180300576A1 (enExample)
EP (1) EP3357002A1 (enExample)
JP (2) JP7048499B2 (enExample)
KR (1) KR20180118596A (enExample)
CN (1) CN108885700A (enExample)
AU (2) AU2016332947B2 (enExample)
GB (1) GB201517462D0 (enExample)
WO (1) WO2017055878A1 (enExample)

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