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Data Annotation Tools Market Size By Data Type (Image/Video [Bounding Box, Semantic Annotation, Polygon Annotation, Lines and Splines], Text, Audio), By Annotation Approach (Manual, Automated), By End-Use & Global Forecast, 2023 – 2032

  • Report ID: GMI3823
  • Published Date: Apr 2023
  • Report Format: PDF

Report Content

Chapter 1   Methodology & Scope

1.1    Market scope & definition

1.2    Base estimates & calculations

1.3    Forecast calculation

1.4    Data sources

1.4.1    Primary

1.4.2    Secondary

1.4.2.1   Paid sources

1.4.2.2   Public sources

Chapter 2   Executive Summary

2.1    Data annotation tools industry 3600 synopsis, 2018 - 2032

2.2    Business trends

2.3    Regional trends

2.4    Data type trends

2.5    Annotation approach trends

2.6    Application trends

Chapter 3   Data Annotation Tools Industry Insights

3.1    Impact of COVID-19 outbreak

3.1.1    North America

3.1.2    Europe

3.1.3    Asia Pacific

3.1.4    Latin America

3.1.5    MEA

3.2    Impacts of the Russia-Ukraine war

3.3    Data annotation tools industry ecosystem analysis

3.3.1    Data annotation software vendors

3.3.2    Cloud service providers

3.3.3    Distributors and resellers

3.3.4    Third party service providers

3.3.5    End-user

3.3.6    Vendor matrix

3.4    Technology & Innovation landscape

3.4.1    Pseudo labelling

3.4.2    Online content moderation

3.5    Patent analysis

3.6    Key news & initiatives

3.7    Regulatory landscape

3.8    Industry impact forces

3.8.1    Growth drivers

3.8.1.1   Rising demand for annotated data to improve machine learning models

3.8.1.2   Increasing investments in the development of autonomous driving technologies

3.8.1.3   Growing adoption of data annotation for medical imaging data

3.8.1.4   Surging uptake of text annotation for document classification

3.8.2    Industry pitfalls & challenges

3.8.2.1   Inaccurate data labelling due to poor content quality

3.8.2.2   Lack of skilled professionals

3.8.2.3   High costs associated with manual data annotation

3.9    Growth potential analysis

3.10    Porter’s analysis

3.11    PESTEL analysis

Chapter 4   Competitive Landscape, 2022

4.1    Introduction

4.2    Company market share, 2022

4.3    Major market players, 2022

4.3.1    AWS

4.3.2    Appen Limited

4.3.3    Google LLC

4.3.4    IBM Corporation

4.3.5    LionBridge AI

4.3.6    Mighty AI

4.3.7    Scale, Inc.

4.4    Competitive positioning matrix

4.5    Strategic outlook matrix

Chapter 5   Data Annotation Tools Market, By Data type

5.1    Key trends, by data type

5.2    Image/video

5.2.1    Market estimates and forecast, 2018 – 2032

5.2.2    Bounding box

5.2.2.1   Market estimates and forecast, 2018 – 2032

5.2.3    Semantic annotation

5.2.3.1   Market estimates and forecast, 2018 – 2032

5.2.4    Polygon annotation

5.2.4.1   Market estimates and forecast, 2018 – 2032

5.2.5    Lines and splines

5.2.5.1   Market estimates and forecast, 2018 – 2032

5.2.6    Others

5.2.6.1   Market estimates and forecast, 2018 – 2032

5.3    Text

5.3.1    Market estimates and forecast, 2018 – 2032

5.4    Audio

5.4.1    Market estimates and forecast, 2018 – 2032

Chapter 6   Data Annotation Tools Market, By Annotation approach

6.1    Key trends, by annotation approach

6.2    Manual annotation

6.2.1    Market estimates and forecast, 2018 – 2032

6.3    Automated annotation

6.3.1    Market estimates and forecast, 2018 – 2032

Chapter 7   Data Annotation Tools Market, By Application

7.1    Key trends, by application

7.2    IT & Telecom

7.2.1    Market estimates and forecast, 2018 – 2032

7.3    BFSI

7.3.1    Market estimates and forecast, 2018 – 2032

7.4    Healthcare

7.4.1    Market estimates and forecast, 2018 – 2032

7.5    Retail

7.5.1    Market estimates and forecast, 2018 – 2032

7.6    Automotive

7.6.1    Market estimates and forecast, 2018 – 2032

7.7    Agriculture

7.7.1    Market estimates and forecast, 2018 – 2032

7.8    Others

7.8.1    Market estimates and forecast, 2018 – 2032

Chapter 8   Data Annotation Tools Market, By Region

8.1    Key trends, by region

8.2    North America

8.2.1    Market estimates and forecast, 2018 – 2032

8.2.2    Market estimates and forecast, by data type, 2018 – 2032

8.2.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.2.4    Market estimates and forecast, by application, 2018 – 2032

8.2.5    U.S.

8.2.5.1   Market estimates and forecast, 2018 – 2032

8.2.5.2   Market estimates and forecast, by data type, 2018 – 2032

8.2.5.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.2.5.4   Market estimates and forecast, by application, 2018 – 2032

8.2.6    Canada

8.2.6.1   Market estimates and forecast, 2018 – 2032

8.2.6.2   Market estimates and forecast, by data type, 2018 – 2032

8.2.6.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.2.6.4   Market estimates and forecast, by application, 2018 – 2032

8.3    Europe

8.3.1    Market estimates and forecast, 2018 – 2032

8.3.2    Market estimates and forecast, by data type, 2018 – 2032

8.3.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.4    Market estimates and forecast, by application, 2018 – 2032

8.3.5    UK

8.3.5.1   Market estimates and forecast, 2018 – 2032

8.3.5.2   Market estimates and forecast, by data type, 2018 – 2032

8.3.5.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.5.4   Market estimates and forecast, by application, 2018 – 2032

8.3.6    Germany

8.3.6.1   Market estimates and forecast, 2018 – 2032

8.3.6.2   Market estimates and forecast, by data type, 2018 – 2032

8.3.6.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.6.4   Market estimates and forecast, by application, 2018 – 2032

8.3.7    France

8.3.7.1   Market estimates and forecast, 2018 – 2032

8.3.7.2   Market estimates and forecast, by data type, 2018 – 2032

8.3.7.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.7.4   Market estimates and forecast, by application, 2018 – 2032

8.3.8    Italy

8.3.8.1   Market estimates and forecast, 2018 – 2032

8.3.8.2   Market estimates and forecast, by data type, 2018 – 2032

8.3.8.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.8.4   Market estimates and forecast, by application, 2018 – 2032

8.3.9    Spain

8.3.9.1   Market estimates and forecast, 2018 – 2032

8.3.9.2   Market estimates and forecast, by data type, 2018 – 2032

8.3.9.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.9.4   Market estimates and forecast, by application, 2018 – 2032

8.3.10    Netherlands

8.3.10.1    Market estimates and forecast, 2018 – 2032

8.3.10.2    Market estimates and forecast, by data type, 2018 – 2032

8.3.10.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.10.4    Market estimates and forecast, by application, 2018 – 2032

8.3.11    Nordics

8.3.11.1    Market estimates and forecast, 2018 – 2032

8.3.11.2    Market estimates and forecast, by data type, 2018 – 2032

8.3.11.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.3.11.4    Market estimates and forecast, by application, 2018 – 2032

8.4    Asia Pacific

8.4.1    Market estimates and forecast, 2018 – 2032

8.4.2    Market estimates and forecast, by data type, 2018 – 2032

8.4.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.4    Market estimates and forecast, by application, 2018 – 2032

8.4.5    China

8.4.5.1   Market estimates and forecast, 2018 – 2032

8.4.5.2   Market estimates and forecast, by data type, 2018 – 2032

8.4.5.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.5.4   Market estimates and forecast, by application, 2018 – 2032

8.4.6    India

8.4.6.1   Market estimates and forecast, 2018 – 2032

8.4.6.2   Market estimates and forecast, by data type, 2018 – 2032

8.4.6.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.6.4   Market estimates and forecast, by application, 2018 – 2032

8.4.7    Japan

8.4.7.1   Market estimates and forecast, 2018 – 2032

8.4.7.2   Market estimates and forecast, by data type, 2018 – 2032

8.4.7.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.7.4   Market estimates and forecast, by application, 2018 – 2032

8.4.8    South Korea

8.4.8.1   Market estimates and forecast, 2018 – 2032

8.4.8.2   Market estimates and forecast, by data type, 2018 – 2032

8.4.8.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.8.4   Market estimates and forecast, by application, 2018 – 2032

8.4.9    Australia

8.4.9.1   Market estimates and forecast, 2018 – 2032

8.4.9.2   Market estimates and forecast, by data type, 2018 – 2032

8.4.9.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.9.4   Market estimates and forecast, by application, 2018 – 2032

8.4.10    Singapore

8.4.10.1    Market estimates and forecast, 2018 – 2032

8.4.10.2    Market estimates and forecast, by data type, 2018 – 2032

8.4.10.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.4.10.4    Market estimates and forecast, by application, 2018 – 2032

8.5    Latin America

8.5.1    Market estimates and forecast, 2018 – 2032

8.5.2    Market estimates and forecast, by data type, 2018 – 2032

8.5.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.5.4    Market estimates and forecast, by application, 2018 – 2032

8.5.5    Brazil

8.5.5.1   Market estimates and forecast, 2018 – 2032

8.5.5.2   Market estimates and forecast, by data type, 2018 – 2032

8.5.5.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.5.5.4   Market estimates and forecast, by application, 2018 – 2032

8.5.6    Mexico

8.5.6.1   Market estimates and forecast, 2018 – 2032

8.5.6.2   Market estimates and forecast, by data type, 2018 – 2032

8.5.6.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.5.6.4   Market estimates and forecast, by application, 2018 – 2032

8.5.7    Colombia

8.5.7.1   Market estimates and forecast, 2018 – 2032

8.5.7.2   Market estimates and forecast, by data type, 2018 – 2032

8.5.7.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.5.7.4   Market estimates and forecast, by application, 2018 – 2032

8.6    MEA

8.6.1    Market estimates and forecast, 2018 – 2032

8.6.2    Market estimates and forecast, by data type, 2018 – 2032

8.6.3    Market estimates and forecast, by annotation approach, 2018 – 2032

8.6.4    Market estimates and forecast, by application, 2018 – 2032

8.6.5    UAE

8.6.5.1   Market estimates and forecast, 2018 – 2032

8.6.5.2   Market estimates and forecast, by data type, 2018 – 2032

8.6.5.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.6.5.4   Market estimates and forecast, by application, 2018 – 2032

8.6.6    South Africa

8.6.6.1   Market estimates and forecast, 2018 – 2032

8.6.6.2   Market estimates and forecast, by data type, 2018 – 2032

8.6.6.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.6.6.4   Market estimates and forecast, by application, 2018 – 2032

8.6.7    Saudi Arabia

8.6.7.1   Market estimates and forecast, 2018 – 2032

8.6.7.2   Market estimates and forecast, by data type, 2018 – 2032

8.6.7.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.6.7.4   Market estimates and forecast, by application, 2018 – 2032

8.6.8    Israel

8.6.8.1   Market estimates and forecast, 2018 – 2032

8.6.8.2   Market estimates and forecast, by data type, 2018 – 2032

8.6.8.3   Market estimates and forecast, by annotation approach, 2018 – 2032

8.6.8.4   Market estimates and forecast, by application, 2018 – 2032

Chapter 9   Company Profiles

9.1    Alegion Inc.

9.1.1    Business Overview

9.1.2    Financial Data

9.1.3    Data type Landscape

9.1.4    Strategic Outlook

9.1.5    SWOT Analysis

9.2    Appen Limited

9.2.1    Business Overview

9.2.2    Financial Data

9.2.3    Data type Landscape

9.2.4    Strategic Outlook

9.2.5    SWOT Analysis

9.3    Amazon Web Services, Inc. (Amazon.com, Inc)

9.3.1    Business Overview

9.3.2    Financial Data

9.3.3    Data type Landscape

9.3.4    Strategic Outlook

9.3.5    SWOT Analysis

9.4    Clickworker GmBH

9.4.1    Business Overview

9.4.2    Financial Data

9.4.3    Data type Landscape

9.4.4    Strategic Outlook

9.4.5    SWOT Analysis

9.5    CloudApp, Inc.

9.5.1    Business Overview

9.5.2    Financial Data

9.5.3    Data type Landscape

9.5.4    Strategic Outlook

9.5.5    SWOT Analysis

9.6    CloudFactory Limited

9.6.1    Business Overview

9.6.2    Financial Data

9.6.3    Data type Landscape

9.6.4    Strategic Outlook

9.6.5    SWOT Analysis

9.7    Cogito Tech LLC

9.7.1    Business Overview

9.7.2    Financial Data

9.7.3    Data type Landscape

9.7.4    Strategic Outlook

9.7.5    SWOT Analysis

9.8    Dataturks (Walmart Labs)

9.8.1    Business Overview

9.8.2    Financial Data

9.8.3    Data type Landscape

9.8.4    Strategic Outlook

9.8.5    SWOT Analysis

9.9    Defined AI

9.9.1    Business Overview

9.9.2    Financial Data

9.9.3    Data type Landscape

9.9.4    Strategic Outlook

9.9.5    SWOT Analysis

9.10    Google LLC. (Alphabet Inc.)

9.10.1    Business Overview

9.10.2    Financial Data

9.10.3    Data type Landscape

9.10.4    Strategic Outlook

9.10.5    SWOT Analysis

9.11    Hive (Castle Global, Inc)

9.11.1    Business Overview

9.11.2    Financial Data

9.11.3    Data type Landscape

9.11.4    Strategic Outlook

9.11.5    SWOT Analysis

9.12    IBM Corporation

9.12.1    Business Overview

9.12.2    Financial Data

9.12.3    Data type Landscape

9.12.4    Strategic Outlook

9.12.5    SWOT Analysis

9.13    iMerit

9.13.1    Business Overview

9.13.2    Financial Data

9.13.3    Data type Landscape

9.13.4    Strategic Outlook

9.13.5    SWOT Analysis

9.14    Labelbox, Inc.

9.14.1    Business Overview

9.14.2    Financial Data

9.14.3    Data type Landscape

9.14.4    Strategic Outlook

9.14.5    SWOT Analysis

9.15    Landing AI

9.15.1    Business Overview

9.15.2    Financial Data

9.15.3    Data type Landscape

9.15.4    Strategic Outlook

9.15.5    SWOT Analysis

9.16    Lionbridge AI

9.16.1    Business Overview

9.16.2    Financial Data

9.16.3    Data type Landscape

9.16.4    Strategic Outlook

9.16.5    SWOT Analysis

9.17    Mighty AI

9.17.1    Business Overview

9.17.2    Financial Data

9.17.3    Data type Landscape

9.17.4    Strategic Outlook

9.17.5    SWOT Analysis

9.18    MonkeyLearn Inc.

9.18.1    Business Overview

9.18.2    Financial Data

9.18.3    Data type Landscape

9.18.4    Strategic Outlook

9.18.5    SWOT Analysis

9.19    Neurala Inc.

9.19.1    Business Overview

9.19.2    Financial Data

9.19.3    Data type Landscape

9.19.4    Strategic Outlook

9.20    Playment Inc.

9.20.1    Business Overview

9.20.2    Financial Data

9.20.3    Data type Landscape

9.20.4    Strategic Outlook

9.20.5    SWOT Analysis

9.21    Samasource Inc.

9.21.1    Business Overview

9.21.2    Financial Data

9.21.3    Data type Landscape

9.21.4    Strategic Outlook

9.21.5    SWOT Analysis

9.22    Scale AI, Inc.

9.22.1    Business Overview

9.22.2    Financial Data

9.22.3    Data type Landscape

9.22.4    Strategic Outlook

9.22.5    SWOT Analysis

9.23    Sigma AI

9.23.1    Business Overview

9.23.2    Financial Data

9.23.3    Data type Landscape

9.23.4    Strategic Outlook

9.24    Webtunix AI

9.24.1    Business Overview

9.24.2    Financial Data

9.24.3    Data type Landscape

9.24.4    Strategic Outlook

9.24.5    SWOT Analysis

   

Data Tables

TABLE 1    Revenue mapping, by company

TABLE 2    Data annotation tools market share, by region, 2022 (%)

TABLE 3    Data annotation tools share, by country, 2022

TABLE 4    U.S. market revenue, by data type, 2022 (USD Million)

TABLE 5    TAM of data annotation tools market, 2023 - 2032 (USD Million)

TABLE 6    Global data annotation tools market, by region, 2018 - 2022 (USD Million)

TABLE 7    Global data annotation tools market, by region, 2023 – 2032(USD Million)

TABLE 8    Global data annotation tools market, by data type, 2018 - 2022(USD Million)

TABLE 9    Global data annotation tools market, by data type, 2022 – 2032(USD Million)

TABLE 10    Global data annotation tools market, by annotation approach, 2018 - 2022(USD Million)

TABLE 11    Global data annotation tools market, by annotation approach, 2022 – 2032(USD Million)

TABLE 12    Global data annotation tools market, by application, 2018 - 2022(USD Million)

TABLE 13    Global data annotation tools market, by application, 2022 – 2032(USD Million)

TABLE 14    COVID-19 impact on North America data annotation tools market

TABLE 15    COVID-19 impact on Europe data annotation tools market

TABLE 16    COVID-19 impact on Asia Pacific data annotation tools market

TABLE 17    COVID-19 impact on Latin America data annotation tools market

TABLE 18    COVID-19 impact on MEA data annotation tools market

TABLE 19    Patent analysis

TABLE 20    Growth potential analysis, 2022

TABLE 21    Company market share, 2022

TABLE 22    Competitive analysis of prominent market players

TABLE 23    Competitive positioning matrix: Classification criteria

TABLE 24    Strategic outlook matrix: Classification criteria

TABLE 25    Image/video market size, 2023 – 2032 (USD Million)

TABLE 26    Image/video market size, 2023 – 2032 (USD Million)

TABLE 27    Bounding box market size, 2018 - 2022 (USD Million)

TABLE 28    Bounding box market size, 2023 – 2032 (USD Million)

TABLE 29    Semantic annotation market size, 2018 - 2022 (USD Million)

TABLE 30    Semantic annotation market size, 2023 – 2032 (USD Million)

TABLE 31    Polygon annotation market size, 2018 - 2022 (USD Million)

TABLE 32    Polygon annotation market size, 2023 – 2032 (USD Million)

TABLE 33    Lines and splines market size, 2018 - 2022 (USD Million)

TABLE 34    Lines and splines market size, 2023 – 2032 (USD Million)

TABLE 35    Text market size, 2018 - 2022 (USD Million)

TABLE 36    Text market size, 2023 – 2032 (USD Million)

TABLE 37    Audio market size, 2018 - 2022 (USD Million)

TABLE 38    Audio market size, 2023 – 2032 (USD Million)

TABLE 39    Manual annotation market size, 2018 - 2022 (USD Million)

TABLE 40    Manual annotation market size, 2023 – 2032 (USD Million)

TABLE 41    Automated annotation market size, 2018 - 2022 (USD Million)

TABLE 42    Automated annotation market size, 2023 – 2032 (USD Million)

TABLE 43    IT & Telecom market size, 2018 - 2022 (USD Million)

TABLE 44    IT & Telecom market size, 2018 - 2022 (USD Million)

TABLE 45    BFSI market size, 2023 – 2032 (USD Million)

TABLE 46    BFSI market size, 2018 - 2022 (USD Million)

TABLE 47    Healthcare market size, 2023 – 2032 (USD Million)

TABLE 48    Healthcare market size, 2023 – 2032 (USD Million)

TABLE 49    Retail market size, 2023 – 2032 (USD Million)

TABLE 50    Retail market size, 2018 - 2022 (USD Million)

TABLE 51    Automotive market size, 2023 – 2032 (USD Million)

TABLE 52    Automotive market size, 2018 - 2022 (USD Million)

TABLE 53    Agriculture market size, 2023 – 2032 (USD Million)

TABLE 54    Agriculture market size, 2018 - 2022 (USD Million)

TABLE 55    North America data annotation market, 2018 - 2022 (USD Million)

TABLE 56    North America data annotation market, 2023 - 2032 (USD Million)

TABLE 57    North America data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 58    North America data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 59    North America data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 60    North America data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 61    North America data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 62    North America data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 63    U.S. data annotation market, 2023 - 2032 (USD Million)

TABLE 64    U.S. data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 65    U.S. data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 66    U.S. data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 67    U.S. data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 68    U.S. data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 69    U.S. data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 70    Canada data annotation market, 2018 - 2022 (USD Million)

TABLE 71    Canada data annotation market, 2023 - 2032 (USD Million)

TABLE 72    Canada data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 73    Canada data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 74    Canada data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 75    Canada data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 76    Canada data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 77    Canada data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 78    Europe data annotation market, 2018 - 2022 (USD Million)

TABLE 79    Europe data annotation market, 2023 - 2032 (USD Million)

TABLE 80    Europe data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 81    Europe data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 82    Europe data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 83    Europe data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 84    Europe data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 85    Europe data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 86    UK data annotation market, 2018 - 2022 (USD Million)

TABLE 87    UK data annotation market, 2023 - 2032 (USD Million)

TABLE 88    UK data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 89    UK data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 90    UK data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 91    UK data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 92    UK data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 93    UK data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 94    Germany data annotation market, 2018 - 2022 (USD Million)

TABLE 95    Germany data annotation market, 2023 - 2032 (USD Million)

TABLE 96    Germany data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 97    Germany data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 98    Germany data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 99    Germany data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 100    Germany data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 101    Germany data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 102    France data annotation market, 2018 - 2022 (USD Million)

TABLE 103    France data annotation market, 2023 - 2032 (USD Million)

TABLE 104    France data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 105    France data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 106    France data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 107    France data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 108    France data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 109    France data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 110    Italy data annotation market, 2018 - 2022 (USD Million)

TABLE 111    Italy data annotation market, 2023 - 2032 (USD Million)

TABLE 112    Italy data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 113    Italy data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 114    Italy data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 115    Italy data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 116    Italy data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 117    Italy data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 118    Spain data annotation market, 2018 - 2022 (USD Million)

TABLE 119    Spain data annotation market, 2023 - 2032 (USD Million)

TABLE 120    Spain data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 121    Spain data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 122    Spain data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 123    Spain data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 124    Spain data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 125    Spain data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 126    Netherlands data annotation market, 2018 - 2022 (USD Million)

TABLE 127    Netherlands data annotation market, 2023 - 2032 (USD Million)

TABLE 128    Netherlands data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 129    Netherlands data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 130    Netherlands data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 131    Netherlands data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 132    Netherlands data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 133    Netherlands data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 134    Nordics data annotation market, 2018 - 2022 (USD Million)

TABLE 135    Nordics data annotation market, 2023 - 2032 (USD Million)

TABLE 136    Nordics data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 137    Nordics data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 138    Nordics data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 139    Nordics data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 140    Nordics data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 141    Nordics data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 142    Asia Pacific data annotation market, 2018 - 2022 (USD Million)

TABLE 143    Asia Pacific data annotation market, 2023 - 2032 (USD Million)

TABLE 144    Asia Pacific data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 145    Asia Pacific data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 146    Asia Pacific data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 147    Asia Pacific data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 148    Asia Pacific data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 149    Asia Pacific data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 150    China data annotation market, 2018 - 2022 (USD Million)

TABLE 151    China data annotation market, 2023 - 2032 (USD Million)

TABLE 152    China data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 153    China data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 154    China data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 155    China data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 156    China data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 157    China data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 158    India data annotation market, 2018 - 2022 (USD Million)

TABLE 159    India data annotation market, 2023 - 2032 (USD Million)

TABLE 160    India data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 161    India data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 162    India data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 163    India data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 164    India data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 165    India data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 166    Japan data annotation market, 2018 - 2022 (USD Million)

TABLE 167    Japan data annotation market, 2023 - 2032 (USD Million)

TABLE 168    Japan data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 169    Japan data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 170    Japan data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 171    Japan data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 172    Japan data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 173    Japan data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 174    South Korea data annotation market, 2018 - 2022 (USD Million)

TABLE 175    South Korea data annotation market, 2023 - 2032 (USD Million)

TABLE 176    South Korea data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 177    South Korea data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 178    South Korea data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 179    South Korea data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 180    South Korea data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 181    South Korea data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 182    Australia data annotation market, 2018 - 2022 (USD Million)

TABLE 183    Australia data annotation market, 2023 - 2032 (USD Million)

TABLE 184    Australia data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 185    Australia data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 186    Australia data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 187    Australia data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 188    Australia data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 189    Australia data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 190    Singapore data annotation market, 2018 - 2022 (USD Million)

TABLE 191    Singapore data annotation market, 2023 - 2032 (USD Million)

TABLE 192    Singapore data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 193    Singapore data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 194    Singapore data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 195    Singapore data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 196    Singapore data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 197    Singapore data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 198    Latin America data annotation market, 2018 - 2022 (USD Million)

TABLE 199    Latin America data annotation market, 2023 - 2032 (USD Million)

TABLE 200    Latin America data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 201    Latin America data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 202    Latin America data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 203    Latin America data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 204    Latin America data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 205    Latin America data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 206    Brazil data annotation market, 2018 - 2022 (USD Million)

TABLE 207    Brazil data annotation market, 2023 - 2032 (USD Million)

TABLE 208    Brazil data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 209    Brazil data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 210    Brazil data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 211    Brazil data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 212    Brazil data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 213    Brazil data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 214    Mexico data annotation market, 2018 - 2022 (USD Million)

TABLE 215    Mexico data annotation market, 2023 - 2032 (USD Million)

TABLE 216    Mexico data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 217    Mexico data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 218    Mexico data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 219    Mexico data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 220    Mexico data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 221    Mexico data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 222    Colombia data annotation market, 2023 - 2032 (USD Million)

TABLE 223    Colombia data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 224    Colombia data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 225    Colombia data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 226    Colombia data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 227    Colombia data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 228    Colombia data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 229    MEA data annotation market, 2018 - 2022 (USD Million)

TABLE 230    MEA data annotation market, 2023 - 2032 (USD Million)

TABLE 231    MEA data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 232    MEA data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 233    MEA data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 234    MEA data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 235    MEA data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 236    MEA data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 237    UAE data annotation market, 2018 - 2022 (USD Million)

TABLE 238    UAE data annotation market, 2023 - 2032 (USD Million)

TABLE 239    UAE data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 240    UAE data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 241    UAE data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 242    UAE data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 243    UAE data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 244    UAE data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 245    Saudi Arabia data annotation market, 2018 - 2022 (USD Million)

TABLE 246    Saudi Arabia data annotation market, 2023 - 2032 (USD Million)

TABLE 247    Saudi Arabia data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 248    Saudi Arabia data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 249    Saudi Arabia data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 250    Saudi Arabia data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 251    Saudi Arabia data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 252    Saudi Arabia data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 253    South Africa data annotation market, 2018 - 2022 (USD Million)

TABLE 254    South Africa data annotation market, 2023 - 2032 (USD Million)

TABLE 255    South Africa data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 256    South Africa data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 257    South Africa data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 258    South Africa data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 259    South Africa data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 260    South Africa data annotation market, by annotation approach, 2023 – 2032 (USD Million)

TABLE 261    Israel data annotation market, 2018 - 2022 (USD Million)

TABLE 262    Israel data annotation market, 2023 - 2032 (USD Million)

TABLE 263    Israel data annotation market, by data type, 2018 - 2022 (USD Million)

TABLE 264    Israel data annotation market, by data type, 2023 – 2032 (USD Million)

TABLE 265    Israel data annotation market, by application, 2018 - 2022 (USD Million)

TABLE 266    Israel data annotation market, by application, 2023 – 2032 (USD Million)

TABLE 267    Israel data annotation market, by annotation approach, 2018 - 2022 (USD Million)

TABLE 268    Israel data annotation market, by annotation approach, 2023 – 2032 (USD Million)

 

Charts & Figures

FIG 1    GMI report coverage: critical research elements

FIG 2    Industry segmentation

FIG 3    Profile break-up of primary respondents

FIG 4    Market forecasting methodology

FIG 5    Data annotation tools industry 3600 synopsis, 2022

FIG 6    Data annotation tools industry ecosystem analysis

FIG 7    Growth potential analysis

FIG 8    Porter’s analysis

FIG 9    PESTEL analysis

FIG 10    Competitive analysis of major market players, 2022

FIG 11    Competitive positioning matrix

FIG 12    Strategic outlook matrix

FIG 13    Data annotation tools market revenue, by data type, 2022 & 2032 (USD Million)

FIG 14    Data annotation tools market revenue, by annotation approach, 2022 & 2032 (USD Million)

FIG 15    Data annotation tools market revenue, by application, 2022 & 2032 (USD Million)

FIG 16    SWOT Analysis, Alegion Inc.

FIG 17    SWOT Analysis, Appen Limited

FIG 18    SWOT Analysis, Amazon Web Services, Inc. (Amazon.com, Inc)

FIG 19    SWOT Analysis, Clickworker GmBH

FIG 20    SWOT Analysis, CloudApp, Inc

FIG 21    SWOT Analysis, CloudFactory Limited

FIG 22    SWOT Analysis, Cogito Tech LLC

FIG 23    SWOT Analysis, Dataturks (Walmart Labs)

FIG 24    SWOT Analysis, Defined AI

FIG 25    SWOT Analysis, Google LLC. (Alphabet Inc.)

FIG 26    SWOT Analysis, Hive (Castle Global, Inc)

FIG 27    SWOT Analysis, IBM Corporation

FIG 28    SWOT Analysis, iMerit

FIG 29    SWOT Analysis, Labelbox, Inc.

FIG 30    SWOT Analysis, Landing AI

FIG 31    SWOT Analysis, Lionbridge AI

FIG 32    SWOT Analysis, Mighty AI

FIG 33    SWOT Analysis, MonkeyLearn Inc.

FIG 34    SWOT Analysis, Neurala Inc.

FIG 35    SWOT Analysis, Playment Inc.

FIG 36    SWOT Analysis, Samasource Inc.

FIG 37    SWOT Analysis, Scale AI, Inc.

FIG 38    SWOT Analysis, Sigma AI

FIG 39    SWOT Analysis, Webtunix AI
 

Authors: Preeti Wadhwani

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