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 Application (Telecom, BFSI, Healthcare, Retail, Automotive, Agriculture), Industry Analysis Report, Regional Outlook, Growth Potential, Competitive Market Share & Forecast, 2020 – 2026

Report Content

Chapter 1.    Methodology & Scope

1.1.    Methodology

1.1.1. Initial data exploration

1.1.2. Statistical model and forecast

1.1.3. Industry insights and validation

1.1.4. Scope

1.1.5. Definitions

1.1.6. Methodology & forecast parameters

1.2.    Data Sources

1.2.1. Secondary

1.2.1.1.    Paid sources

1.2.1.2.    Public sources

1.2.2. Primary

Chapter 2.    Executive Summary

2.1.    Data annotation tools industry 360º synopsis, 2015 – 2026

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.    Industry segmentation

3.3.    Industry landscape, 2015 – 2026

3.4.    Evolution of data annotation tools

3.5.    Data annotation tools industry architecture

3.6.    Data annotation tools industry ecosystem analysis

3.7.    Technology & innovation landscape

3.7.1. Pseudo labeling

3.7.2. Online content moderation

3.8.    Regulatory landscape

3.8.1. North America

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

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

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

3.8.2. Europe

3.8.2.1.    General Data Protection Regulation (EU)

3.8.2.2.    German Privacy Act (Bundesdatenschutzgesetz- BDSG)

3.8.3. APAC

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

3.8.3.2.    Secure India National Digital Communications Policy 2018 – Draft (India)

3.8.4. Latin America

3.8.4.1.    National Directorate of Personal Data Protection (Argentina)

3.8.4.2.    The Brazilian General Data Protection Law (LGPD)

3.8.5. MEA

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

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

3.9.    Industry impact forces

3.9.1. Growth drivers

3.9.1.1.    Rising demand for annotated data to improve machine learning models

3.9.1.2.    Increasing investments in the development of autonomous driving technologies

3.9.1.3.    Growing adoption of data annotation for medical imaging data

3.9.1.4.    Surging uptake of text annotation for document classification

3.9.2. Industry pitfalls & challenges

3.9.2.1.    Inaccurate data labeling due to poor content quality

3.9.2.2.    Lack of skilled professionals

3.9.2.3.    High costs associated with manual data annotation

3.10.    Growth potential analysis

3.11.       Porter’s analysis

3.12.       PESTEL analysis

Chapter 4.    Competitive Landscape

4.1.    Introduction

4.2.    Market share analysis, 2019

4.3.    Competive analysis of key market players, 2019

4.3.1. Amazon Web Services, Inc.

4.3.2. Appen Limited

4.3.3. Google LLC

4.3.4. Labelbox, Inc.

4.3.5. LionBridge AI

4.4.    Competive analysis of other prominent players, 2019

4.4.1. CloudFactory Limited

4.4.2. IBM Corporation

4.4.3. Mighty AI

4.4.4. Playment, Inc.

4.4.5. Scale, Inc.

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, 2015 – 2026

5.2.2. Bounding box

5.2.2.1.    Market estimates and forecast, 2015 – 2026

5.2.3. Semantic annotation

5.2.3.1.    Market estimates and forecast, 2015 – 2026

5.2.4. Polygon annotation

5.2.4.1.    Market estimates and forecast, 2015 – 2026

5.2.5. Line annotation

5.2.5.1.    Market estimates and forecast, 2015 – 2026

5.2.6. Others

5.2.6.1.    Market estimates and forecast, 2015 – 2026

5.3.    Text

5.3.1. Market estimates and forecast, 2015 – 2026

5.4.    Audio

5.4.1. Market estimates and forecast, 2015 – 2026

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, 2015 – 2026

6.3.    Automated annotation

6.3.1. Market estimates and forecast, 2015 – 2026

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, 2015 - 2026

7.3.    BFSI

7.3.1. Market estimates and forecast, 2015 – 2026

7.4.    Healthcare

7.4.1. Market estimates and forecast, 2015 - 2026

7.5.    Retail

7.5.1. Market estimates and forecast, 2015 – 2026

7.6.    Automotive

7.6.1. Market estimates and forecast, 2015 - 2026

7.7.    Agriculture

7.7.1. Market estimates and forecast, 2015 – 2026

7.8.    Others

7.8.1. Market estimates and forecast, 2015 - 2026

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, 2015 - 2026

8.2.2. Market estimates and forecast, by data type, 2015 – 2026

8.2.3. Market estimates and forecast, by annotation approach, 2015 – 2026

8.2.4. Market estimates and forecast, by application, 2015 – 2026

8.2.5. U.S.

8.2.5.1.    Market estimates and forecast, 2015 - 2026

8.2.5.2.    Market estimates and forecast, by data type, 2015 – 2026

8.2.5.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.2.5.4.    Market estimates and forecast, by application, 2015 – 2026

8.2.6. Canada

8.2.6.1.    Market estimates and forecast, 2015 - 2026

8.2.6.2.    Market estimates and forecast, by data type, 2015 – 2026

8.2.6.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.2.6.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.    Europe

8.3.1. Market estimates and forecast, 2015 - 2026

8.3.2. Market estimates and forecast, by data type, 2015 – 2026

8.3.3. Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.4. Market estimates and forecast, by application, 2015 – 2026

8.3.5. UK

8.3.5.1.    Market estimates and forecast, 2015 - 2026

8.3.5.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.5.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.5.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.6. Germany

8.3.6.1.    Market estimates and forecast, 2015 - 2026

8.3.6.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.6.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.6.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.7. France

8.3.7.1.    Market estimates and forecast, 2015 - 2026

8.3.7.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.7.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.7.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.8. Italy

8.3.8.1.    Market estimates and forecast, 2015 - 2026

8.3.8.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.8.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.8.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.9. Spain

8.3.9.1.    Market estimates and forecast, 2015 - 2026

8.3.9.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.9.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.9.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.10. Netherlands

8.3.10.1.    Market estimates and forecast, 2015 - 2026

8.3.10.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.10.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.10.4.    Market estimates and forecast, by application, 2015 – 2026

8.3.11. Nordics

8.3.11.1.    Market estimates and forecast, 2015 - 2026

8.3.11.2.    Market estimates and forecast, by data type, 2015 – 2026

8.3.11.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.3.11.4.    Market estimates and forecast, by application, 2015 – 2026

8.4.    Asia Pacific

8.4.1. Market estimates and forecast, 2015 - 2026

8.4.2. Market estimates and forecast, by data type, 2015 – 2026

8.4.3. Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.4. Market estimates and forecast, by application, 2015 – 2026

8.4.5. China

8.4.5.1.    Market estimates and forecast, 2015 - 2026

8.4.5.2.    Market estimates and forecast, by data type, 2015 – 2026

8.4.5.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.5.4.    Market estimates and forecast, by application, 2015 – 2026

8.4.6. India

8.4.6.1.    Market estimates and forecast, 2015 - 2026

8.4.6.2.    Market estimates and forecast, by data type, 2015 – 2026

8.4.6.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.6.4.    Market estimates and forecast, by application, 2015 – 2026

8.4.7. Japan

8.4.7.1.    Market estimates and forecast, 2015 - 2026

8.4.7.2.    Market estimates and forecast, by data type, 2015 – 2026

8.4.7.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.7.4.    Market estimates and forecast, by application, 2015 – 2026

8.4.8. South Korea

8.4.8.1.    Market estimates and forecast, 2015 - 2026

8.4.8.2.    Market estimates and forecast, by data type, 2015 – 2026

8.4.8.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.8.4.    Market estimates and forecast, by application, 2015 – 2026

8.4.9. Australia

8.4.9.1.    Market estimates and forecast, 2015 - 2026

8.4.9.2.    Market estimates and forecast, by data type, 2015 – 2026

8.4.9.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.9.4.    Market estimates and forecast, by application, 2015 – 2026

8.4.10.    Singapore

8.4.10.1.    Market estimates and forecast, 2015 - 2026

8.4.10.2.    Market estimates and forecast, by data type, 2015 – 2026

8.4.10.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.4.10.4.    Market estimates and forecast, by application, 2015 – 2026

8.5.    Latin America

8.5.1. Market estimates and forecast, 2015 - 2026

8.5.2. Market estimates and forecast, by data type, 2015 – 2026

8.5.3. Market estimates and forecast, by annotation approach, 2015 – 2026

8.5.4. Market estimates and forecast, by application, 2015 – 2026

8.5.5. Brazil

8.5.5.1.    Market estimates and forecast, 2015 - 2026

8.5.5.2.    Market estimates and forecast, by data type, 2015 – 2026

8.5.5.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.5.5.4.    Market estimates and forecast, by application, 2015 – 2026

8.5.6. Mexico

8.5.6.1.    Market estimates and forecast, 2015 - 2026

8.5.6.2.    Market estimates and forecast, by data type, 2015 – 2026

8.5.6.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.5.6.4.    Market estimates and forecast, by application, 2015 – 2026

8.5.7. Colombia

8.5.7.1.    Market estimates and forecast, 2015 - 2026

8.5.7.2.    Market estimates and forecast, by data type, 2015 – 2026

8.5.7.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.5.7.4.    Market estimates and forecast, by application, 2015 – 2026

8.6.    MEA

8.6.1. Market estimates and forecast, 2015 - 2026

8.6.2. Market estimates and forecast, by data type, 2015 – 2026

8.6.3. Market estimates and forecast, by annotation approach, 2015 – 2026

8.6.4. Market estimates and forecast, by application, 2015 – 2026

8.6.5. Saudi Arabia

8.6.5.1.    Market estimates and forecast, 2015 - 2026

8.6.5.2.    Market estimates and forecast, by data type, 2015 – 2026

8.6.5.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.6.5.4.    Market estimates and forecast, by application, 2015 – 2026

8.6.6. UAE

8.6.6.1.    Market estimates and forecast, 2015 - 2026

8.6.6.2.    Market estimates and forecast, by data type, 2015 – 2026

8.6.6.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.6.6.4.    Market estimates and forecast, by application, 2015 – 2026

8.6.7. South Africa

8.6.7.1.    Market estimates and forecast, 2015 - 2026

8.6.7.2.    Market estimates and forecast, by data type, 2015 – 2026

8.6.7.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.6.7.4.    Market estimates and forecast, by application, 2015 – 2026

8.6.8. Israel

8.6.8.1.    Market estimates and forecast, 2015 - 2026

8.6.8.2.    Market estimates and forecast, by data type, 2015 – 2026

8.6.8.3.    Market estimates and forecast, by annotation approach, 2015 – 2026

8.6.8.4.    Market estimates and forecast, by application, 2015 – 2026

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

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.    Google LLC

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.    Hive

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.    IBM Corporation

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.    iMerit

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.    Labelbox, Inc.

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.    LionBridge AI

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.    Mighty AI

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.    MonkeyLearn Inc.

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.    Neurala, Inc.

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.    Playment Inc.

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.    Samasource 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.    Scale, 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.    Trilldata Technologies Pvt. Ltd.

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.    Webtunix AI

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
 

Data Tables

TABLE 1    Data annotation tools industry 360º synopsis, 2015 - 2026

TABLE 2    Data annotation tools market, 2015 - 2019, (USD Million)

TABLE 3    Data annotation tools market, 2020 - 2026, (USD Million)

TABLE 4    Data annotation tools market estimates and forecast by region, 2015 - 2019 (USD Million)

TABLE 5    Data annotation tools market estimates and forecast by region, 2020 - 2026 (USD Million)

TABLE 6    Data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 7    Data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 8    Data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 9    Data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 10    Data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 11    Data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 12    Image/video annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 13    Image/video annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 14    Bounding box market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 15    Bounding box market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 16    Semantic annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 17    Semantic annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 18    Polygon annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 19    Polygon annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 20    Lines & splines market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 21    Lines & splines market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 22    Text annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 23    Text annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 24    Audio annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 25    Audio annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 26    Manual annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 27    Manual annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 28    Automated annotation market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 29    Automated annotation market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 30    IT & telecom market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 31    IT & telecom market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 32    BFSI market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 33    BFSI market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 34    Healthcare market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 35    Healthcare market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 36    Retail market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 37    Retail market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 38    Automotive market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 39    Automotive market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 40    Agriculture market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 41    Agriculture market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 42    Others market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 43    Others market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 44    North America data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 45    North America data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 46    North America data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 47    North America data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 48    North America data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 49    North America data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 50    North America data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 51    North America data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 52    U.S. data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 53    U.S. data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 54    U.S. data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 55    U.S. data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 56    U.S. data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 57    U.S. data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 58    U.S. data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 59    U.S. data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 60    Canada data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 61    Canada data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 62    Canada data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 63    Canada data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 64    Canada data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 65    Canada data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 66    Canada data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 67    Canada data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 68    Europe data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 69    Europe data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 70    Europe data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 71    Europe data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 72    Europe data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 73    Europe data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 74    Europe data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 75    Europe data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 76    UK data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 77    UK data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 78    UK data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 79    UK data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 80    UK data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 81    UK data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 82    UK data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 83    UK data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 84    Germany data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 85    Germany data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 86    Germany data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 87    Germany data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 88    Germany data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 89    Germany data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 90    Germany data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 91    Germany data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 92    France data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 93    France data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 94    France data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 95    France data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 96    France data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 97    France data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 98    France data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 99    France data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 100 Italy data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 101 Italy data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 102 Italy data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 103 Italy data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 104 Italy data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 105 Italy data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 106 Italy data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 107 Italy data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 108 Spain data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 109 Spain data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 110 Spain data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 111 Spain data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 112 Spain data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 113 Spain data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 114 Spain data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 115 Spain data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 116 Netherlands data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 117 Netherlands data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 118 Netherlands data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 119 Netherlands data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 120 Netherlands data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 121 Netherlands data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 122 Netherlands data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 123 Netherlands data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 124 Nordics data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 125 Nordics data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 126 Nordics data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 127 Nordics data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 128 Nordics data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 129 Nordics data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 130 Nordics data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 131 Nordics data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 132 APAC data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 133 APAC data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 134 APAC data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 135 APAC data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 136 APAC data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 137 APAC data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 138 APAC data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 139 APAC data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 140 China data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 141 China data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 142 China data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 143 China data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 144 China data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 145 China data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 146 China data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 147 China data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 148 India data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 149 India data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 150 India data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 151 India data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 152 India data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 153 India data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 154 India data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 155 India data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 156 Japan data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 157 Japan data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 158 Japan data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 159 Japan data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 160 Japan data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 161 Japan data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 162 Japan data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 163 Japan data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 164 South Korea data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 165 South Korea data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 166 South Korea data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 167 South Korea data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 168 South Korea data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 169 South Korea data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 170 South Korea data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 171 South Korea data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 172 Australia data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 173 Australia data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 174 Australia data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 175 Australia data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 176 Australia data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 177 Australia data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 178 Australia data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 179 Australia data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 180 Singapore data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 181 Singapore data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 182 Singapore data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 183 Singapore data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 184 Singapore data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 185 Singapore data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 186 Singapore data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 187 Singapore data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 188 Latin America data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 189 Latin America data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 190 Latin America data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 191 Latin America data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 192 Latin America data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 193 Latin America data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 194 Latin America data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 195 Latin America data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 196 Brazil data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 197 Brazil data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 198 Brazil data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 199 Brazil data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 200 Brazil data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 201 Brazil data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 202 Brazil data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 203 Brazil data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 204 Mexico data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 205 Mexico data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 206 Mexico data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 207 Mexico data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 208 Mexico data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 209 Mexico data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 210 Mexico data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 211 Mexico data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 212 Colombia data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 213 Colombia data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 214 Colombia data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 215 Colombia data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 216 Colombia data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 217 Colombia data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 218 Colombia data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 219 Colombia data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 220 MEA data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 221 MEA data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 222 MEA data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 223 MEA data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 224 MEA data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 225 MEA data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 226 MEA data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 227 MEA data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 228 Saudi Arabia data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 229 Saudi Arabia data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 230 Saudi Arabia data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 231 Saudi Arabia data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 232 Saudi Arabia data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 233 Saudi Arabia data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 234 Saudi Arabia data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 235 Saudi Arabia data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 236 UAE data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 237 UAE data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 238 UAE data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 239 UAE data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 240 UAE data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 241 UAE data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 242 UAE data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 243 UAE data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 244 South Africa data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 245 South Africa data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 246 South Africa data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 247 South Africa data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 248 South Africa data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 249 South Africa data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 250 South Africa data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 251 South Africa data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

TABLE 252 Israel data annotation tools market estimates and forecast, 2015 - 2019 (USD Million)

TABLE 253 Israel data annotation tools market estimates and forecast, 2020 - 2026 (USD Million)

TABLE 254 Israel data annotation tools market estimates and forecast by data type, 2015 - 2019 (USD Million)

TABLE 255 Israel data annotation tools market estimates and forecast by data type, 2020 - 2026 (USD Million)

TABLE 256 Israel data annotation tools market estimates and forecast by annotation approach, 2015 - 2019 (USD Million)

TABLE 257 Israel data annotation tools market estimates and forecast by annotation approach, 2020 - 2026 (USD Million)

TABLE 258 Israel data annotation tools market estimates and forecast by application, 2015 - 2019 (USD Million)

TABLE 259 Israel data annotation tools market estimates and forecast by application, 2020 - 2026 (USD Million)

Charts & Figures

FIG 1    Industry segmentation

FIG 2    Data annotation tools market, 2015 - 2026 (USD Million)

FIG 3    Evolution of data annotation tools

FIG 4    Data annotation tools architecture

FIG 5    Data annotation tools industry ecosystem analysis

FIG 6    Growth potential analysis

FIG 7    Porter’s analysis

FIG 8    PESTEL analysis

FIG 9    SWOT Analysis, Alegion, Inc.

FIG 10    SWOT Analysis, Appen Limited

FIG 11    SWOT Analysis, Amazon Web Services, Inc.

FIG 12    SWOT Analysis, Clickworker GmbH

FIG 13    SWOT Analysis, CloudApp, Inc.

FIG 14    SWOT Analysis, CloudFactory Limited

FIG 15    SWOT Analysis, Cogito

FIG 16    SWOT Analysis, Google LLC

FIG 17    SWOT Analysis, Hive

FIG 18    SWOT Analysis, IBM Corporation

FIG 19    SWOT Analysis, iMerit

FIG 20    SWOT Analysis, Labelbox, Inc.

FIG 21    SWOT Analysis, LionBridge AI

FIG 22    SWOT Analysis, Mighty AI

FIG 23    SWOT Analysis, MonkeyLearn Inc.

FIG 24    SWOT Analysis, Neurala, Inc.

FIG 25    SWOT Analysis, Playment Inc.

FIG 26    SWOT Analysis, Samasource Inc.

FIG 27    SWOT Analysis, Scale, Inc.

FIG 28    SWOT Analysis, Trilldata Technologies Pvt. Ltd.

FIG 29    SWOT Analysis, Webtunix AI.