Home > Sustainable & Smart Technologies > Data Annotation Tools Market > Table of Contents

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 Annotation, Automated Annotation), By End Use (Telecom, BFSI, Healthcare, Retail, Automotive, Agriculture), COVID-19 Impact Analysis, Regional Outlook, Growth Potential, Competitive Market Share & Forecast, 2022 – 2028

  • Report ID: GMI3823
  • Published Date: Feb 2022
  • Report Format: PDF

Report Content

Chapter 1   Methodology & Scope

1.1    Scope & definitions

1.2    Methodology & forecast parameters

1.3    Region wise COVID-19 impact analysis

1.3.1    North America

1.3.2    Europe

1.3.3    Asia Pacific

1.3.4    Latin America

1.3.5    Middle East & Africa

1.4    Regional trends

1.5    Data Sources

1.5.1    Secondary

1.5.2    Primary

1.6    Industry glossary

Chapter 2   Executive Summary

2.1    Data annotation tools industry 360º synopsis, 2018 – 2028

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    Introduction

3.2    Impact of COVID-19 outbreak

3.2.1    Global outlook

3.2.2    By region

3.2.2.1    North America

3.2.2.2    Europe

3.2.2.3    Asia Pacific

3.2.2.4    Latin America

3.2.2.5    Middle East & Africa

3.2.3    Industry value chain

3.2.3.1    Suppliers

3.2.3.2    Data annoation technology providers

3.2.3.3    Marketing and distribution channels

3.2.4    Compeitive landscape

3.2.4.1    Strategy

3.2.4.2    Distribution network

3.2.4.3    Business growth

3.3    Evolution of data annotation tools

3.4    Data annotation tools industry architecture

3.5    Data annotation tools industry ecosystem analysis

3.5.1    Data annotation software vendors

3.5.2    Cloud service providers

3.5.3    Distributors and resellers

3.5.4    Third party service providers

3.5.5    End-users

3.5.6    Vendor matrix

3.6    Investment portfolio

3.7    Patent analysis

3.8    Technology & innovation landscape

3.8.1    Pseudo labelling

3.8.2    Online content moderation

3.9    Regulatory landscape

3.9.1    North America

3.9.1.1    NIST Special Publication 800-144 - Guidelines on Security and Privacy in Public Cloud Computing (U.S.)

3.9.1.2    Health Insurance Portability and Accountability Act (HIPAA) of 1996 (U.S.)

3.9.1.3    Personal Information Protection and Electronic Documents Act [(PIPEDA) Canada]

3.9.2    Europe

3.9.2.1    General Data Protection Regulation (EU)

3.9.2.2    German Privacy Act (Bundesdatenschutzgesetz- BDSG)

3.9.3    APAC

3.9.3.1    Information Security Technology- Personal Information Security Specification GB/T 35273-2017 (China)

3.9.3.2    Secure India National Digital Communications Policy 2018 – Draft (India)

3.9.4    Latin America

3.9.4.1    National Directorate of Personal Data Protection (Argentina)

3.9.4.2    The Brazilian General Data Protection Law (LGPD)

3.9.5    MEA

3.9.5.1    Law No 13 of 2016 on protecting personal data (Qatar)

3.9.5.2    Federal Law No 2 of 2019 on the use of ICT in Healthcare (UAE)

3.10    Industry impact forces

3.10.1    Growth drivers

3.10.1.1    Rising demand for annotated data to improve machine learning models

3.10.1.2    Increasing investments in the development of autonomous driving technologies

3.10.1.3    Growing adoption of data annotation for medical imaging data

3.10.1.4    Surging uptake of text annotation for document classification

3.10.2    Industry pitfalls & challenges

3.10.2.1    Inaccurate data labelling due to poor content quality

3.10.2.2    Lack of skilled professionals

3.10.2.3    High costs associated with manual data annotation

3.11    Growth potential analysis

3.12    Porter’s analysis

3.12.1    Threat of new entrants

3.12.2    Bargaining power of suppliers

3.12.3    Barganing power of buyers

3.12.4    Threat of substitutes

3.12.5    Competitive rivalry

3.13    PESTLE analysis

3.13.1    Political

3.13.2    Economic

3.13.3    Social

3.13.4    Technological

3.13.5    Legal

3.13.6    Environmental

Chapter 4   Competitive Landscape, 2021

4.1    Introduction

4.2    Company market share

4.3    Competive analysis of key market players, 2021

4.3.1    Chart key

4.3.2    Amazon Web Services, Inc. (AWS)

4.3.3    Appen Limited

4.3.4    Google LLC

4.3.5    IBM Corporation

4.3.6    Lionbridge Technologies, Inc.

4.4    Competive analysis of innovation leaders, 2021

4.4.1    CloudFactory Limited

4.4.2    LabelBox, Inc.

4.4.3    Mighty AI

4.4.4    Playment, Inc.

4.4.5    Scale AI, Inc.

4.5    Vendor adoption matrix

Chapter 5   Data Annotation Tools Market, By Data Type

5.1    Data annotation tools market, by data type, 2021 & 2028

5.2    Image/video

5.2.1    Market estimates and forecast, 2018 – 2028

5.2.2    Bounding box

5.2.2.1    Market estimates and forecast, 2018 – 2028

5.2.3    Semantic annotation

5.2.3.1    Market estimates and forecast, 2018 – 2028

5.2.4    Polygon annotation

5.2.4.1    Market estimates and forecast, 2018 – 2028

5.2.5    Line annotation

5.2.5.1    Market estimates and forecast, 2018 – 2028

5.2.6    Others

5.2.6.1    Market estimates and forecast, 2018 – 2028

5.3    Text

5.3.1    Market estimates and forecast, 2018 – 2028

5.4    Audio

5.4.1    Market estimates and forecast, 2018 – 2028

Chapter 6   Data Annotation Tools Market, By Annotation Approach

6.1    Data annotation tools market, by annotation approach, 2021 & 2028

6.2    Manual annotation

6.2.1    Market estimates and forecast, 2018 – 2028

6.3    Automated annotation

6.3.1    Market estimates and forecast, 2018 – 2028

Chapter 7   Data Annotation Tools Market, By Application

7.1    Data annotation tools market, by application, 2021 & 2028

7.2    IT & telecom

7.2.1    Market estimates and forecast, 2018 – 2028

7.3    BFSI

7.3.1    Market estimates and forecast, 2018 – 2028

7.4    Healthcare

7.4.1    Market estimates and forecast, 2018 – 2028

7.5    Retail

7.5.1    Market estimates and forecast, 2018 – 2028

7.6    Automotive

7.6.1    Market estimates and forecast, 2018 – 2028

7.7    Agriculture

7.7.1    Market estimates and forecast, 2018 – 2028

7.8    Others

7.8.1    Market estimates and forecast, 2018 – 2028

Chapter 8   Data annotation tools Market, By Region

8.1    Data annotation tools market, by region, 2021 & 2028

8.2    North America

8.2.1    Market estimates and forecast, 2018 – 2028

8.2.2    Market estimates and forecast, by data type, 2018 – 2028

8.2.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.2.4    Market estimates and forecast, by application, 2018 – 2028

8.2.5    U.S.

8.2.5.1    Market estimates and forecast, 2018 – 2028

8.2.5.2    Market estimates and forecast, by data type, 2018 – 2028

8.2.5.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.2.5.4    Market estimates and forecast, by application, 2018 – 2028

8.2.6    Canada

8.2.6.1    Market estimates and forecast, 2018 – 2028

8.2.6.2    Market estimates and forecast, by data type, 2018 – 2028

8.2.6.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.2.6.4    Market estimates and forecast, by application, 2018 – 2028

8.3    Europe

8.3.1    Market estimates and forecast, 2018 – 2028

8.3.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.4    Market estimates and forecast, by application, 2018 – 2028

8.3.5    UK

8.3.5.1    Market estimates and forecast, 2018 – 2028

8.3.5.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.5.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.5.4    Market estimates and forecast, by application, 2018 – 2028

8.3.6    Germany

8.3.6.1    Market estimates and forecast, 2018 – 2028

8.3.6.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.6.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.6.4    Market estimates and forecast, by application, 2018 – 2028

8.3.7    France

8.3.7.1    Market estimates and forecast, 2018 – 2028

8.3.7.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.7.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.7.4    Market estimates and forecast, by application, 2018 – 2028

8.3.8    Italy

8.3.8.1    Market estimates and forecast, 2018 – 2028

8.3.8.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.8.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.8.4    Market estimates and forecast, by application, 2018 – 2028

8.3.9    Spain

8.3.9.1    Market estimates and forecast, 2018 – 2028

8.3.9.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.9.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.9.4    Market estimates and forecast, by application, 2018 – 2028

8.3.10    Netherlands

8.3.10.1    Market estimates and forecast, 2018 – 2028

8.3.10.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.10.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.10.4    Market estimates and forecast, by application, 2018 – 2028

8.3.11    Nordics

8.3.11.1    Market estimates and forecast, 2018 – 2028

8.3.11.2    Market estimates and forecast, by data type, 2018 – 2028

8.3.11.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.3.11.4    Market estimates and forecast, by application, 2018 – 2028

8.4    Asia Pacific

8.4.1    Market estimates and forecast, 2018 – 2028

8.4.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.4    Market estimates and forecast, by application, 2018 – 2028

8.4.5    China

8.4.5.1    Market estimates and forecast, 2018 – 2028

8.4.5.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.5.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.5.4    Market estimates and forecast, by application, 2018 – 2028

8.4.6    India

8.4.6.1    Market estimates and forecast, 2018 – 2028

8.4.6.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.6.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.6.4    Market estimates and forecast, by application, 2018 – 2028

8.4.7    Japan

8.4.7.1    Market estimates and forecast, 2018 – 2028

8.4.7.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.7.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.7.4    Market estimates and forecast, by application, 2018 – 2028

8.4.8    South Korea

8.4.8.1    Market estimates and forecast, 2018 – 2028

8.4.8.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.8.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.8.4    Market estimates and forecast, by application, 2018 – 2028

8.4.9    Australia

8.4.9.1    Market estimates and forecast, 2018 – 2028

8.4.9.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.9.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.9.4    Market estimates and forecast, by application, 2018 – 2028

8.4.10    Singapore

8.4.10.1    Market estimates and forecast, 2018 – 2028

8.4.10.2    Market estimates and forecast, by data type, 2018 – 2028

8.4.10.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.4.10.4    Market estimates and forecast, by application, 2018 – 2028

8.5    Latin America

8.5.1    Market estimates and forecast, 2018 – 2028

8.5.2    Market estimates and forecast, by data type, 2018 – 2028

8.5.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.5.4    Market estimates and forecast, by application, 2018 – 2028

8.5.5    Brazil

8.5.5.1    Market estimates and forecast, 2018 – 2028

8.5.5.2    Market estimates and forecast, by data type, 2018 – 2028

8.5.5.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.5.5.4    Market estimates and forecast, by application, 2018 – 2028

8.5.6    Mexico

8.5.6.1    Market estimates and forecast, 2018 – 2028

8.5.6.2    Market estimates and forecast, by data type, 2018 – 2028

8.5.6.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.5.6.4    Market estimates and forecast, by application, 2018 – 2028

8.5.7    Colombia

8.5.7.1    Market estimates and forecast, 2018 – 2028

8.5.7.2    Market estimates and forecast, by data type, 2018 – 2028

8.5.7.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.5.7.4    Market estimates and forecast, by application, 2018 – 2028

8.6    MEA

8.6.1    Market estimates and forecast, 2018 – 2028

8.6.2    Market estimates and forecast, by data type, 2018 – 2028

8.6.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.6.4    Market estimates and forecast, by application, 2018 – 2028

8.6.5    Saudi Arabia

8.6.5.1    Market estimates and forecast, 2018 – 2028

8.6.5.2    Market estimates and forecast, by data type, 2018 – 2028

8.6.5.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.6.5.4    Market estimates and forecast, by application, 2018 – 2028

8.6.6    UAE

8.6.6.1    Market estimates and forecast, 2018 – 2028

8.6.6.2    Market estimates and forecast, by data type, 2018 – 2028

8.6.6.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.6.6.4    Market estimates and forecast, by application, 2018 – 2028

8.6.7    South Africa

8.6.7.1    Market estimates and forecast, 2018 – 2028

8.6.7.2    Market estimates and forecast, by data type, 2018 – 2028

8.6.7.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.6.7.4    Market estimates and forecast, by application, 2018 – 2028

8.6.8    Israel

8.6.8.1    Market estimates and forecast, 2018 – 2028

8.6.8.2    Market estimates and forecast, by data type, 2018 – 2028

8.6.8.3    Market estimates and forecast, by annotation approach, 2018 – 2028

8.6.8.4    Market estimates and forecast, by application, 2018 – 2028

Chapter 9   Company Profiles

9.1    Alegion, Inc.

9.1.1    Business Overview

9.1.2    Financial Data

9.1.3    Product 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    Product Landscape

9.2.4    Strategic Outlook

9.2.5    SWOT Analysis

9.3    Amazon Web Services, Inc.

9.3.1    Business Overview

9.3.2    Financial Data

9.3.3    Product 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    Product 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    Product 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    Product 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    Product 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    Product 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    Product Landscape

9.9.4    Strategic Outlook

9.9.5    SWOT Analysis

9.10    Google LLC

9.10.1    Business Overview

9.10.2    Financial Data

9.10.3    Product 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    Product 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    Product 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    Product 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    Product 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    Product 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    Product 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    Product 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    Product 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    Product Landscape

9.19.4    Strategic Outlook

9.19.5    SWOT Analysis

9.20    Playment Inc.

9.20.1    Business Overview

9.20.2    Financial Data

9.20.3    Product 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    Product Landscape

9.21.4    Strategic Outlook

9.21.5    SWOT Analysis

9.22    Scale, Inc..

9.22.1    Business Overview

9.22.2    Financial Data

9.22.3    Product 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    Product Landscape

9.23.4    Strategic Outlook

9.23.5    SWOT Analysis

9.24    Webtunix AI

9.24.1    Business Overview

9.24.2    Financial Data

9.24.3    Product Landscape

9.24.4    Strategic Outlook

9.24.5    SWOT Analysis
 

Data Tables

TABLE 1    Data annotation tools market, by image/video data type, 2020

TABLE 2    Appen Limited snapshot, 2021

TABLE 3    Secondary sources, by region

TABLE 4    Industry glossary

TABLE 5    Global data annotation tools market, 2018 - 2021, (USD Million)

TABLE 6    Global data annotation tools market, 2022 - 2028, (USD Million)

TABLE 7    Global data annotation tools market estimates and forecast, by region, 2018 - 2021 (USD Million)

TABLE 8    Global data annotation tools market estimates and forecast, by region, 2022 - 2028 (USD Million)

TABLE 9    Global data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 10    Global data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 11    Global data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 12    Global data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 13    Global data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 14    Global data annotation tools market estimates and forecast, by application, 2022 - 2028

TABLE 15    Vendor matrix

TABLE 16    Top patent holders in data annotation industry

TABLE 17    Industry impact forces

TABLE 18    Data annotation tools company market share, 2021 (by revenue)

TABLE 19    Image/video annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 20    Image/video annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 21    Bounding box market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 22    Bounding box market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 23    Semantic annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 24    Semantic annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 25    Polygon annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 26    Polygon annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 27    Lines & splines market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 28    Lines & splines market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 29    Others market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 30    Others market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 31    Text annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 32    Text annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 33    Audio annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 34    Audio annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 35    Manual annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 36    Manual annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 37    Automated annotation market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 38    Automated annotation market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 39    IT & telecom market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 40    IT & telecom market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 41    BFSI market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 42    BFSI market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 43    Healthcare market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 44    Healthcare market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 45    Retail market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 46    Retail market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 47    Automotive market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 48    Automotive market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 49    Agriculture market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 50    Agriculture market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 51    Others market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 52    Others market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 53    North America data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 54    North America data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 55    North America data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 56    North America data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 57    North America data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 58    North America data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 59    North America data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 60    North America data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 61    North America data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 62    North America data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 63    U.S. data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 64    U.S. data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 65    U.S. data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 66    U.S. data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 67    U.S. data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 68    U.S. data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 69    U.S. data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 70    U.S. data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 71    U.S. data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 72    U.S. data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 73    Canada data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 74    Canada data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 75    Canada data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 76    Canada data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 77    Canada data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 78    Canada data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 79    Canada data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 80    Canada data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 81    Canada data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 82    Canada data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 83    Europe data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 84    Europe data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 85    Europe data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 86    Europe data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 87    Europe data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 88    Europe data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 89    Europe data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 90    Europe data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 91    Europe data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 92    Europe data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 93    UK data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 94    UK data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 95    UK data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 96    UK data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 97    UK data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 98    UK data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 99    UK data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 100    UK data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 101    UK data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 102    UK data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 103    Germany data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 104    Germany data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 105    Germany data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 106    Germany data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 107    Germany data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 108    Germany data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 109    Germany data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 110    Germany data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 111    Germany data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 112    Germany data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 113    France data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 114    France data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 115    France data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 116    France data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 117    France data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 118    France data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 119    France data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 120    France data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 121    France data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 122    France data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 123    Italy data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 124    Italy data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 125    Italy data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 126    Italy data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 127    Italy data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 128    Italy data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 129    Italy data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 130    Italy data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 131    Italy data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 132    Italy data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 133    Spain data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 134    Spain data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 135    Spain data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 136    Spain data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 137    Spain data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 138    Spain data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 139    Spain data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 140    Spain data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 141    Spain data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 142    Spain data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 143    Netherlands data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 144    Netherlands data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 145    Netherlands data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 146    Netherlands data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 147    Netherlands data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 148    Netherlands data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 149    Netherlands data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 150    Netherlands data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 151    Netherlands data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 152    Netherlands data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 153    Nordics data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 154    Nordics data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 155    Nordics data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 156    Nordics data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 157    Nordics data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 158    Nordics data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 159    Nordics data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 160    Nordics data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 161    Nordics data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 162    Nordics data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 163    Asia Pacific data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 164    Asia Pacific data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 165    Asia Pacific data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 166    Asia Pacific data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 167    Asia Pacific data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 168    Asia Pacific data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 169    Asia Pacific data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 170    Asia Pacific data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 171    Asia Pacific data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 172    Asia Pacific data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 173    China data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 174    China data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 175    China data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 176    China data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 177    China data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 178    China data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 179    China data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 180    China data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 181    China data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 182    China data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 183    India data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 184    India data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 185    India data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 186    India data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 187    India data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 188    India data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 189    India data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 190    India data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 191    India data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 192    India data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 193    Japan data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 194    Japan data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 195    Japan data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 196    Japan data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 197    Japan data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 198    Japan data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 199    Japan data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 200    Japan data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 201    Japan data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 202    Japan data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 203    South Korea data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 204    South Korea data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 205    South Korea data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 206    South Korea data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 207    South Korea data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 208    South Korea data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 209    South Korea data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 210    South Korea data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 211    South Korea data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 212    South Korea data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 213    Australia data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 214    Australia data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 215    Australia data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 216    Australia data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 217    Australia data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 218    Australia data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 219    Australia data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 220    Australia data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 221    Australia data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 222    Australia data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 223    Singapore data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 224    Singapore data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 225    Singapore data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 226    Singapore data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 227    Singapore data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 228    Singapore data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 229    Singapore data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 230    Singapore data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 231    Singapore data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 232    Singapore data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 233    Latin America data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 234    Latin America data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 235    Latin America data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 236    Latin America data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 237    Latin America data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 238    Latin America data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 239    Latin America data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 240    Latin America data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 241    Latin America data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 242    Latin America data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 243    Brazil data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 244    Brazil data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 245    Brazil data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 246    Brazil data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 247    Brazil data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 248    Brazil data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 249    Brazil data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 250    Brazil data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 251    Brazil data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 252    Brazil data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 253    Mexico data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 254    Mexico data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 255    Mexico data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 256    Mexico data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 257    Mexico data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 258    Mexico data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 259    Mexico data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 260    Mexico data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 261    Mexico data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 262    Mexico data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 263    Colombia data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 264    Colombia data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 265    Colombia data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 266    Colombia data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 267    Colombia data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 268    Colombia data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 269    Colombia data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 270    Colombia data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 271    Colombia data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 272    Colombia data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 273    MEA data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 274    MEA data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 275    MEA data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 276    MEA data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 277    MEA data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 278    MEA data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 279    MEA data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 280    MEA data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 281    MEA data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 282    MEA data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 283    Saudi Arabia data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 284    Saudi Arabia data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 285    Saudi Arabia data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 286    Saudi Arabia data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 287    Saudi Arabia data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 288    Saudi Arabia data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 289    Saudi Arabia data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 290    Saudi Arabia data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 291    Saudi Arabia data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 292    Saudi Arabia data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 293    UAE data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 294    UAE data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 295    UAE data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 296    UAE data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 297    UAE data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 298    UAE data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 299    UAE data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 300    UAE data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 301    UAE data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 302    UAE data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 303    South Africa data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 304    South Africa data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 305    South Africa data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 306    South Africa data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 307    South Africa data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 308    South Africa data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 309    South Africa data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 310    South Africa data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 311    South Africa data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 312    South Africa data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)

TABLE 313    Israel data annotation tools market estimates and forecast, 2018 - 2021 (USD Million)

TABLE 314    Israel data annotation tools market estimates and forecast, 2022 - 2028 (USD Million)

TABLE 315    Israel data annotation tools market estimates and forecast, by data type, 2018 - 2021 (USD Million)

TABLE 316    Israel data annotation tools market estimates and forecast, by data type, 2022 - 2028 (USD Million)

TABLE 317    Israel data annotation tools market estimates and forecast, by image/video, 2018 - 2021 (USD Million)

TABLE 318    Israel data annotation tools market estimates and forecast, by image/video, 2022 - 2028 (USD Million)

TABLE 319    Israel data annotation tools market estimates and forecast, by annotation approach, 2018 - 2021 (USD Million)

TABLE 320    Israel data annotation tools market estimates and forecast, by annotation approach, 2022 - 2028 (USD Million)

TABLE 321    Israel data annotation tools market estimates and forecast, by application, 2018 - 2021 (USD Million)

TABLE 322    Israel data annotation tools market estimates and forecast, by application, 2022 - 2028 (USD Million)
 

Charts & Figures

FIG 1    Data annotation tools market 360o synopsis, 2018 -2028

FIG 2    Perceived benefits of U.S. retailers regarding AI during COVID-19

FIG 3    Median wages of data scientists in Europe during COVID-19 (USD)

FIG 4    China AI investment landscape, 2015-2020

FIG 5    Public spending on healthcare, 2020 (% of GDP)

FIG 6    AI contribution estimates on GCC economy, 2030 (% of GDP)

FIG 7    Evolution of data annotation tools

FIG 8    Data annotation tools architecture

FIG 9    Data annotation tools industry ecosystem analysis

FIG 10    Percentage of companies hiring graduates for data analytics roles

FIG 11    Autonomous vehicle funding, 2014 – 2018

FIG 12    Big data technology penetration in healthcare, 2021 & 2028

FIG 13    Text analytics revenue by solution, 2021 ($ Mn)

FIG 14    Data quality control across organizations, 2015 – 2020

FIG 15    AI skill shortage, 2015 to 2019 H1 (4 week moving average)

FIG 16    Cost comparison of various annotation approaches (USD)

FIG 17    Growth potential analysis

FIG 18    Porter’s analysis

FIG 19    PESTEL analysis

FIG 20    Company market share, 2021

FIG 21    Competitive analysis of key market players, 2021

FIG 22    Competitive analysis of innovation leaders, 2021

FIG 23    Vendor adoption matrix

FIG 24    Data annotation tools market, by data type, 2021 & 2028

FIG 25    Data annotation market, by annotation approach, 2021 & 2028

FIG 26    Data annotation market, by application, 2021 & 2028

FIG 27    Data annotation tools market, by region, 2021 & 2028

FIG 28    SWOT Analysis, Alegion, Inc.

FIG 29    SWOT Analysis, Appen Limited

FIG 30    SWOT Analysis, Amazon Web Services, Inc.

FIG 31    SWOT Analysis, Clickworker GmbH

FIG 32    SWOT Analysis, CloudApp, Inc.

FIG 33    SWOT Analysis, CloudFactory Limited

FIG 34    SWOT Analysis, Cogito Tech LLC

FIG 35    SWOT Analysis, Dataturks

FIG 36    SWOT Analysis, Defined AI

FIG 37    SWOT Analysis, Google LLC

FIG 38    SWOT Analysis, Hive

FIG 39    SWOT Analysis, IBM Corporation

FIG 40    SWOT Analysis, iMerit

FIG 41    SWOT Analysis, Labelbox, Inc.

FIG 42    SWOT Analysis, Landing AI

FIG 43    SWOT Analysis, LionBridge AI

FIG 44    SWOT Analysis, MonkeyLearn Inc.

FIG 45    SWOT Analysis, Neurala, Inc.

FIG 46    SWOT Analysis, Playment Inc.

FIG 47    SWOT Analysis, Samasource Inc.

FIG 48    SWOT Analysis, Scale, Inc.

FIG 49    SWOT Analysis, Sigma AI

FIG 50    SWOT Analysis, Webtunix AI.
 

Authors: Preeti Wadhwani, Smriti Loomba

Buy Now

Access to only 1 person; cannot be shared; cannot be printed
Access for 2 to 5 users only within same department of one company
Access to a company wide audience; includes subsidiary companies or other companies within a group of companies
Immediate Delivery Available

Premium Report Details

  • Base Year: 2021
  • Companies covered: 23
  • Tables & Figures: 372
  • Countries covered: 22
  • Pages: 322

Get a report that explains COVID-19 impact on this market

 Request Free Sample

Budget constraints? Get in touch with us for special pricing

Request Discount