Global Data Annotation Tools Market: Industry Analysis and Forecast (2019-2026) – By Type, Annotation Type, Vertical and Region

Global Data Annotation Tools Market: Industry Analysis and Forecast (2019-2026) – By Type, Annotation Type, Vertical and Region

Market Scenario

Global Data Annotation Tools Market was valued US$ XX Bn in 2018 and is expected to reach US$ 2.03 Bn by 2026, at a CAGR of around XX % during a forecast period. Annotation in machine learning is a process of labeling data which can be in form of text, images, audio or objects to make it recognizable for machines. Data annotation tools allow users to add cost to data by labeling and adding data attributes. The combination of data attributes allows users to manage data definitions in someplace by eliminating the need to rewrite similar rules in multiple places.   Global Data Annotation Tools Market The growth of the data annotation tools market is driven as there is favorable need in the industry. Vendors in this market are seen focusing on the development of novel marketing strategies and ideas to carve a niche position for themselves. The prominent focus is being put towards the launch of new products, create a brand reputation, and gain a strong position in the global data annotation tools market. The report covers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a significant role in the enlargement of the market from 2019 to 2026. Based on the type, the image segment is expected to dominate the xx% market share during the forecast period. The image segment data annotation is in the field of medical imaging. The medical imaging technology uses different equipment’s, such as x-ray scans, CT-scan to diagnose diseases and help doctors or surgeons decide the progress of treatment. Medical imaging is perceived to view and analyze the internal phases of the body with various sets of techniques that noninvasively produce images. Manual data annotation segment expected to dominate the xx% market share during the forecast period. The high level of integrity is needed for minimal administration of data annotation efforts, and a higher chance of discovering intriguing insights on the data as compared to automatic annotation. However, as the manual process can be expensive to considered data gathered through crowdsourcing activities is used for a variety of applications. Asia-Pacific is estimated to be the largest market for data annotation tools during the forecast period, owing to the rising adoption of data annotation tools in healthcare & financial sectors. Developing countries such as India and China are witnessing strong growth in the healthcare sector due to adoption of innovative technologies such as ‘AI’ and machine learning. The report covers the recent development in the data annotation tools market like in March 2019, Alegion, a leading AI and machine learning training data preparation platform provider launched novel image & video annotation tools for training data for AI and machine learning. This new product helped the business to offer robust machine learning solutions for the automotive, government, and financial sectors. The objective of the report is to present a complete calculation of the Global Data Annotation Tools Market and contains thoughtful insights, historical data, facts, industry-validated market data and plans with a suitable set of assumptions and methodology. The report also helps in the Global Data Annotation Tools Market is a dynamic structure by identifying and analyzing the market segments and project the global market size. The additional, report also focuses on the competitive analysis of key player’s by-product, financial position, price, product portfolio, growth strategies, and regional presence. The report also provides PEST analysis, PORTER’s analysis, and SWOT analysis to address the question of shareholders to prioritizing the efforts and investment shortly to the emerging segment in the Global Data Annotation Tools Market.

Scope of the Global Data Annotation Tools Market

Global Data Annotation Tools Market, By Type

• Text • Image • Video • Others

Global Data Annotation Tools Market, By Annotation Type

• Manual • Semi-supervised • Automatic

Global Data Annotation Tools Market, By Vertical

• IT • Automotive • Government • BFSI • Healthcare • Financial Services • Retail • Others

Global Data Annotation Tools Market, By Region

• North America • Europe • Asia Pacific • Middle East & Africa • South America

Key players operating in the Global Data Annotation Tools Market

• Appen Limited • CloudApp • Cogito Tech LLC • Deep Systems • Labelbox • LightTag • Lotus Quality Assurance • Playment • CloudFactory Limited • Clickworker GmbH • Alegion • Figure Eight • Explosion AI • Mighty AI • Trilldata Technologies Pvt. Ltd

Table of Contents

Global Data Annotation Tools Market

Table of Content 1. Preface 1.1. Report Scope and Market Segmentation 1.2. Research Highlights 1.3. Research Objectives 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations 2.3. Research Methodology 2.3.1. Secondary Research 2.3.1.1. Secondary data 2.3.1.2. Secondary Sources 2.3.2. Primary Research 2.3.2.1. Data from Primary Sources 2.3.2.2. Breakdown of Primary Sources 3. Executive Summary: Global Data Annotation Tools Market Size, by Market Value (US$ Bn) 4. Market Overview 4.1. Introduction 4.2. Market Indicator 4.2.1. Drivers 4.2.2. Restraints 4.2.3. Opportunities 4.2.4. Challenges 4.3. Porter’s Analysis 4.4. Value Chain Analysis 4.5. Market Risk Analysis 4.6. SWOT Analysis 4.7. Industry Trends and Emerging Technologies 5. Supply Side and Demand Side Indicators 6. Global Data Annotation Tools Market Analysis and Forecast 6.1. Global Data Annotation Tools Market Size & Y-o-Y Growth Analysis 6.1.1. North America 6.1.2. Europe 6.1.3. Asia Pacific 6.1.4. Middle East & Africa 6.1.5. South America 7. Global Data Annotation Tools Market Analysis and Forecast, by Type 7.1. Introduction and Definition 7.2. Key Findings 7.3. Global Data Annotation Tools Market Value Share Analysis, by Type 7.4. Global Data Annotation Tools Market Size (US$ Bn) Forecast, by Type 7.5. Global Data Annotation Tools Market Analysis, by Type 7.6. Global Data Annotation Tools Market Attractiveness Analysis, by Type 8. Global Data Annotation Tools Market Analysis and Forecast, by Annotation Type 8.1. Introduction and Definition 8.2. Key Findings 8.3. Global Data Annotation Tools Market Value Share Analysis, by Annotation Type 8.4. Global Data Annotation Tools Market Size (US$ Bn) Forecast, by Annotation Type 8.5. Global Data Annotation Tools Market Analysis, by Annotation Type 8.6. Global Data Annotation Tools Market Attractiveness Analysis, by Annotation Type 9. Global Data Annotation Tools Market Analysis and Forecast, by vertical 9.1. Introduction and Definition 9.2. Key Findings 9.3. Global Data Annotation Tools Market Value Share Analysis, by vertical 9.4. Global Data Annotation Tools Market Size (US$ Bn) Forecast, by vertical 9.5. Global Data Annotation Tools Market Analysis, by vertical 9.6. Global Data Annotation Tools Market Attractiveness Analysis, by vertical 10. Global Data Annotation Tools Market Analysis, by Region 10.1. Global Data Annotation Tools Market Value Share Analysis, by Region 10.2. Global Data Annotation Tools Market Size (US$ Bn) Forecast, by Region 10.3. Global Data Annotation Tools Market Attractiveness Analysis, by Region 11. North America Data Annotation Tools Market Analysis 11.1. Key Findings 11.2. North America Data Annotation Tools Market Overview 11.3. North America Data Annotation Tools Market Value Share Analysis, by Type 11.4. North America Data Annotation Tools Market Forecast, by Type 11.4.1. Text 11.4.2. Image 11.4.3. Video 11.4.4. Others 11.5. North America Data Annotation Tools Market Value Share Analysis, by Annotation Type 11.6. North America Data Annotation Tools Market Forecast, by Annotation Type 11.6.1. Manual 11.6.2. Semi-supervised 11.6.3. Automatic 11.7. North America Data Annotation Tools Market Value Share Analysis, by vertical 11.8. North America Data Annotation Tools Market Forecast, by vertical 11.8.1. IT 11.8.2. Automotive 11.8.3. Government 11.8.4. BFSI 11.8.5. Healthcare 11.8.6. Financial Services 11.8.7. Retail 11.8.8. Others 11.9. North America Data Annotation Tools Market Value Share Analysis, by Country 11.10. North America Data Annotation Tools Market Forecast, by Country 11.10.1. U.S. 11.10.2. Canada 11.11. North America Data Annotation Tools Market Analysis, by Country 11.12. U.S. Data Annotation Tools Market Forecast, by Type 11.12.1. Text 11.12.2. Image 11.12.3. Video 11.12.4. Others 11.13. U.S. Data Annotation Tools Market Forecast, by Annotation Type 11.13.1. Manual 11.13.2. Semi-supervised 11.13.3. Automatic 11.14. U.S. Data Annotation Tools Market Forecast, by vertical 11.14.1. IT 11.14.2. Automotive 11.14.3. Government 11.14.4. BFSI 11.14.5. Healthcare 11.14.6. Financial Services 11.14.7. Retail 11.14.8. Others 11.15. Canada Data Annotation Tools Market Forecast, by Type 11.15.1. Text 11.15.2. Image 11.15.3. Video 11.15.4. Others 11.16. Canada Data Annotation Tools Market Forecast, by Annotation Type 11.16.1. Manual 11.16.2. Semi-supervised 11.16.3. Automatic 11.17. Canada Data Annotation Tools Market Forecast, by vertical 11.17.1. IT 11.17.2. Automotive 11.17.3. Government 11.17.4. BFSI 11.17.5. Healthcare 11.17.6. Financial Services 11.17.7. Retail 11.17.8. Others 11.18. North America Data Annotation Tools Market Attractiveness Analysis 11.18.1. By Type 11.18.2. By Annotation Type 11.18.3. By vertical 11.19. PEST Analysis 11.20. Key Trends 11.21. Key Developments 12. Europe Data Annotation Tools Market Analysis 12.1. Key Findings 12.2. Europe Data Annotation Tools Market Overview 12.3. Europe Data Annotation Tools Market Value Share Analysis, by Type 12.4. Europe Data Annotation Tools Market Forecast, by Type 12.4.1. Text 12.4.2. Image 12.4.3. Video 12.4.4. Others 12.5. Europe Data Annotation Tools Market Value Share Analysis, by Annotation Type 12.6. Europe Data Annotation Tools Market Forecast, by Annotation Type 12.6.1. Manual 12.6.2. Semi-supervised 12.6.3. Automatic 12.7. Europe Data Annotation Tools Market Value Share Analysis, by vertical 12.8. Europe Data Annotation Tools Market Forecast, by vertical 12.8.1. IT 12.8.2. Automotive 12.8.3. Government 12.8.4. BFSI 12.8.5. Healthcare 12.8.6. Financial Services 12.8.7. Retail 12.8.8. Others 12.9. Europe Data Annotation Tools Market Value Share Analysis, by Country 12.10. Europe Data Annotation Tools Market Forecast, by Country 12.10.1. Germany 12.10.2. U.K. 12.10.3. France 12.10.4. Italy 12.10.5. Spain 12.10.6. Rest of Europe 12.11. Europe Data Annotation Tools Market Analysis, by Country 12.12. Europe Data Annotation Tools Market Forecast, by Type 12.12.1. Text 12.12.2. Image 12.12.3. Video 12.12.4. Others 12.13. Germany Data Annotation Tools Market Forecast, by Annotation Type 12.13.1. Manual 12.13.2. Semi-supervised 12.13.3. Automatic 12.14. Germany Data Annotation Tools Market Forecast, by vertical 12.14.1. IT 12.14.2. Automotive 12.14.3. Government 12.14.4. BFSI 12.14.5. Healthcare 12.14.6. Financial Services 12.14.7. Retail 12.14.8. Others 12.15. U.K. Data Annotation Tools Market Forecast, by Type 12.15.1. Text 12.15.2. Image 12.15.3. Video 12.15.4. Others 12.16. U.K. Data Annotation Tools Market Forecast, by Annotation Type 12.16.1. Manual 12.16.2. Semi-supervised 12.16.3. Automatic 12.17. U.K. Data Annotation Tools Market Forecast, by vertical 12.17.1. IT 12.17.2. Automotive 12.17.3. Government 12.17.4. BFSI 12.17.5. Healthcare 12.17.6. Financial Services 12.17.7. Retail 12.17.8. Others 12.18. France Data Annotation Tools Market Forecast, by Type 12.18.1. Text 12.18.2. Image 12.18.3. Video 12.18.4. Others 12.19. France Data Annotation Tools Market Forecast, by Annotation Type 12.19.1. Manual 12.19.2. Semi-supervised 12.19.3. Automatic 12.20. France Data Annotation Tools Market Forecast, by vertical 12.20.1. IT 12.20.2. Automotive 12.20.3. Government 12.20.4. BFSI 12.20.5. Healthcare 12.20.6. Financial Services 12.20.7. Retail 12.20.8. Others 12.21. Italy Data Annotation Tools Market Forecast, by Type 12.21.1. Text 12.21.2. Image 12.21.3. Video 12.21.4. Others 12.22. Italy Data Annotation Tools Market Forecast, by Annotation Type 12.22.1. Manual 12.22.2. Semi-supervised 12.22.3. Automatic 12.23. Italy Data Annotation Tools Market Forecast, by vertical 12.23.1. IT 12.23.2. Automotive 12.23.3. Government 12.23.4. BFSI 12.23.5. Healthcare 12.23.6. Financial Services 12.23.7. Retail 12.23.8. Others 12.24. Spain Data Annotation Tools Market Forecast, by Type 12.24.1. Text 12.24.2. Image 12.24.3. Video 12.24.4. Others 12.25. Spain Data Annotation Tools Market Forecast, by Annotation Type 12.25.1. Manual 12.25.2. Semi-supervised 12.25.3. Automatic 12.26. Spain Data Annotation Tools Market Forecast, by vertical 12.26.1. IT 12.26.2. Automotive 12.26.3. Government 12.26.4. BFSI 12.26.5. Healthcare 12.26.6. Financial Services 12.26.7. Retail 12.26.8. Others 12.27. Rest of Europe Data Annotation Tools Market Forecast, by Type 12.27.1. Text 12.27.2. Image 12.27.3. Video 12.27.4. Others 12.28. Rest of Europe Data Annotation Tools Market Forecast, by Annotation Type 12.28.1. Manual 12.28.2. Semi-supervised 12.28.3. Automatic 12.29. Rest Of Europe Data Annotation Tools Market Forecast, by vertical 12.29.1. IT 12.29.2. Automotive 12.29.3. Government 12.29.4. BFSI 12.29.5. Healthcare 12.29.6. Financial Services 12.29.7. Retail 12.29.8. Others 12.30. Europe Data Annotation Tools Market Attractiveness Analysis 12.30.1. By Type 12.30.2. By Annotation Type 12.30.3. By vertical 12.31. PEST Analysis 12.32. Key Trends 12.33. Key Developments 13. Asia Pacific Data Annotation Tools Market Analysis 13.1. Key Findings 13.2. Asia Pacific Data Annotation Tools Market Overview 13.3. Asia Pacific Data Annotation Tools Market Value Share Analysis, by Type 13.4. Asia Pacific Data Annotation Tools Market Forecast, by Type 13.4.1. Text 13.4.2. Image 13.4.3. Video 13.4.4. Others 13.5. Asia Pacific Data Annotation Tools Market Value Share Analysis, By Annotation Type 13.6. Asia Pacific Data Annotation Tools Market Forecast, by Annotation Type 13.6.1. Manual 13.6.2. Semi-supervised 13.6.3. Automatic 13.7. Asia Pacific Data Annotation Tools Market Value Share Analysis, by vertical 13.8. Asia Pacific Data Annotation Tools Market Forecast, by vertical 13.8.1. IT 13.8.2. Automotive 13.8.3. Government 13.8.4. BFSI 13.8.5. Healthcare 13.8.6. Financial Services 13.8.7. Retail 13.8.8. Others 13.9. Asia Pacific Data Annotation Tools Market Value Share Analysis, by Country 13.10. Asia Pacific Data Annotation Tools Market Forecast, by Country 13.10.1. China 13.10.2. India 13.10.3. Japan 13.10.4. ASEAN 13.10.5. Rest of Asia Pacific 13.11. Asia Pacific Data Annotation Tools Market Analysis, by Country 13.12. China Data Annotation Tools Market Forecast, by Type 13.12.1. Text 13.12.2. Image 13.12.3. Video 13.12.4. Others 13.13. China Data Annotation Tools Market Forecast, by Annotation Type 13.13.1. Manual 13.13.2. Semi-supervised 13.13.3. Automatic 13.14. China Data Annotation Tools Market Forecast, by vertical 13.14.1. IT 13.14.2. Automotive 13.14.3. Government 13.14.4. BFSI 13.14.5. Healthcare 13.14.6. Financial Services 13.14.7. Retail 13.14.8. Others 13.15. India Data Annotation Tools Market Forecast, by Type 13.15.1. Text 13.15.2. Image 13.15.3. Video 13.15.4. Others 13.16. India Data Annotation Tools Market Forecast, by Annotation Type 13.16.1. Manual 13.16.2. Semi-supervised 13.16.3. Automatic 13.17. India Data Annotation Tools Market Forecast, by vertical 13.17.1. IT 13.17.2. Automotive 13.17.3. Government 13.17.4. BFSI 13.17.5. Healthcare 13.17.6. Financial Services 13.17.7. Retail 13.17.8. Others 13.18. Japan Data Annotation Tools Market Forecast, by Type 13.18.1. Text 13.18.2. Image 13.18.3. Video 13.18.4. Others 13.19. Japan Data Annotation Tools Market Forecast, by Annotation Type 13.19.1. Manual 13.19.2. Semi-supervised 13.19.3. Automatic 13.20. Japan Data Annotation Tools Market Forecast, by vertical 13.20.1. IT 13.20.2. Automotive 13.20.3. Government 13.20.4. BFSI 13.20.5. Healthcare 13.20.6. Financial Services 13.20.7. Retail 13.20.8. Others 13.21. ASEAN Data Annotation Tools Market Forecast, by Type 13.21.1. Text 13.21.2. Image 13.21.3. Video 13.21.4. Others 13.22. ASEAN Data Annotation Tools Market Forecast, by Annotation Type 13.22.1. Manual 13.22.2. Semi-supervised 13.22.3. Automatic 13.23. ASEAN Data Annotation Tools Market Forecast, by vertical 13.23.1. IT 13.23.2. Automotive 13.23.3. Government 13.23.4. BFSI 13.23.5. Healthcare 13.23.6. Financial Services 13.23.7. Retail 13.23.8. Others 13.24. Rest of Asia Pacific Data Annotation Tools Market Forecast, by Type 13.24.1. Text 13.24.2. Image 13.24.3. Video 13.24.4. Others 13.25. Rest of Asia Pacific Data Annotation Tools Market Forecast, by Annotation Type 13.25.1. Manual 13.25.2. Semi-supervised 13.25.3. Automatic 13.26. Rest of Asia Pacific Data Annotation Tools Market Forecast, by vertical 13.26.1. IT 13.26.2. Automotive 13.26.3. Government 13.26.4. BFSI 13.26.5. Healthcare 13.26.6. Financial Services 13.26.7. Retail 13.26.8. Others 13.27. Asia Pacific Data Annotation Tools Market Attractiveness Analysis 13.27.1. By Type 13.27.2. By Annotation Type 13.27.3. By vertical 13.28. PEST Analysis 13.29. Key Trends 13.30. Key Developments 14. Middle East & Africa Data Annotation Tools Market Analysis 14.1. Key Findings 14.2. Middle East & Africa Data Annotation Tools Market Overview 14.3. Middle East & Africa Data Annotation Tools Market Value Share Analysis, by Type 14.4. Middle East & Africa Data Annotation Tools Market Forecast, by Type 14.4.1. Text 14.4.2. Image 14.4.3. Video 14.4.4. Others 14.5. Middle East & Africa Data Annotation Tools Market Value Share Analysis, By Annotation Type 14.6. Middle East & Africa Data Annotation Tools Market Forecast, by Annotation Type 14.6.1. Manual 14.6.2. Semi-supervised 14.6.3. Automatic 14.7. Middle East & Africa Data Annotation Tools Market Value Share Analysis, by vertical 14.8. Middle East & Africa Data Annotation Tools Market Forecast, by vertical 14.8.1. IT 14.8.2. Automotive 14.8.3. Government 14.8.4. BFSI 14.8.5. Healthcare 14.8.6. Financial Services 14.8.7. Retail 14.8.8. Others 14.9. Middle East & Africa Data Annotation Tools Market Value Share Analysis, by Country 14.10. Middle East & Africa Data Annotation Tools Market Forecast, by Country 14.10.1. GCC 14.10.2. South Africa 14.10.3. Rest of Middle East & Africa 14.11. Middle East & Africa Data Annotation Tools Market Analysis, by Country 14.12. GCC Data Annotation Tools Market Forecast, by Type 14.12.1. Text 14.12.2. Image 14.12.3. Video 14.12.4. Others 14.13. GCC Data Annotation Tools Market Forecast, by Annotation Type 14.13.1. Manual 14.13.2. Semi-supervised 14.13.3. Automatic 14.14. GCC Data Annotation Tools Market Forecast, by vertical 14.14.1. IT 14.14.2. Automotive 14.14.3. Government 14.14.4. BFSI 14.14.5. Healthcare 14.14.6. Financial Services 14.14.7. Retail 14.14.8. Others 14.15. South Africa Data Annotation Tools Market Forecast, by Type 14.15.1. Text 14.15.2. Image 14.15.3. Video 14.15.4. Others 14.16. South Africa Data Annotation Tools Market Forecast, by Annotation Type 14.16.1. Manual 14.16.2. Semi-supervised 14.16.3. Automatic 14.17. South Africa Data Annotation Tools Market Forecast, by vertical 14.17.1. IT 14.17.2. Automotive 14.17.3. Government 14.17.4. BFSI 14.17.5. Healthcare 14.17.6. Financial Services 14.17.7. Retail 14.17.8. Others 14.18. Rest of Middle East & Africa Data Annotation Tools Market Forecast, by Type 14.18.1. Text 14.18.2. Image 14.18.3. Video 14.18.4. Others 14.19. Rest of Middle East & Africa Data Annotation Tools Market Forecast, by Annotation Type 14.19.1. Manual 14.19.2. Semi-supervised 14.19.3. Automatic 14.20. Rest of Middle East & Africa Data Annotation Tools Market Forecast, by vertical 14.20.1. IT 14.20.2. Automotive 14.20.3. Government 14.20.4. BFSI 14.20.5. Healthcare 14.20.6. Financial Services 14.20.7. Retail 14.20.8. Others 14.21. Middle East & Africa Data Annotation Tools Market Attractiveness Analysis 14.21.1.1. by Type 14.21.1.2. By Annotation Type 14.21.1.3. By vertical 14.21.1.4. PEST Analysis 14.21.1.5. Key Trends 14.21.1.6. Key Developments 15. South America Data Annotation Tools Market Analysis 15.1. Key Findings 15.2. South America Data Annotation Tools Market Overview 15.3. South America Data Annotation Tools Market Value Share Analysis, by Type 15.4. South America Data Annotation Tools Market Forecast, by Type 15.4.1. Text 15.4.2. Image 15.4.3. Video 15.4.4. Others 15.5. South America Data Annotation Tools Market Value Share Analysis, By Annotation Type 15.6. South America Data Annotation Tools Market Forecast, by Annotation Type 15.6.1. Manual 15.6.2. Semi-supervised 15.6.3. Automatic 15.7. South America Data Annotation Tools Market Value Share Analysis, by vertical 15.8. South America Data Annotation Tools Market Forecast, by vertical 15.8.1. IT 15.8.2. Automotive 15.8.3. Government 15.8.4. BFSI 15.8.5. Healthcare 15.8.6. Financial Services 15.8.7. Retail 15.8.8. Others 15.9. South America Data Annotation Tools Market Value Share Analysis, by Country 15.10. South America Data Annotation Tools Market Forecast, by Country 15.10.1. Brazil 15.10.2. Mexico 15.10.3. Rest of South America 15.11. South America Data Annotation Tools Market Analysis, by Country 15.12. Brazil Data Annotation Tools Market Forecast, by Type 15.12.1. Text 15.12.2. Image 15.12.3. Video 15.12.4. Others 15.13. Brazil Data Annotation Tools Market Forecast, by Annotation Type 15.13.1. Manual 15.13.2. Semi-supervised 15.13.3. Automatic 15.14. Brazil Data Annotation Tools Market Forecast, by vertical 15.14.1. IT 15.14.2. Automotive 15.14.3. Government 15.14.4. BFSI 15.14.5. Healthcare 15.14.6. Financial Services 15.14.7. Retail 15.14.8. Others 15.15. Mexico Data Annotation Tools Market Forecast, by Type 15.15.1. Text 15.15.2. Image 15.15.3. Video 15.15.4. Others 15.16. Mexico Data Annotation Tools Market Forecast, by Annotation Type 15.16.1. Manual 15.16.2. Semi-supervised 15.16.3. Automatic 15.17. Mexico Data Annotation Tools Market Forecast, by vertical 15.17.1. IT 15.17.2. Automotive 15.17.3. Government 15.17.4. BFSI 15.17.5. Healthcare 15.17.6. Financial Services 15.17.7. Retail 15.17.8. Others 15.18. Rest of South America Data Annotation Tools Market Forecast, by Type 15.18.1. Text 15.18.2. Image 15.18.3. Video 15.18.4. Others 15.19. Rest of South America Data Annotation Tools Market Forecast, by Annotation Type 15.19.1. Manual 15.19.2. Semi-supervised 15.19.3. Automatic 15.20. Rest of South America Data Annotation Tools Market Forecast, by vertical 15.20.1. IT 15.20.2. Automotive 15.20.3. Government 15.20.4. BFSI 15.20.5. Healthcare 15.20.6. Financial Services 15.20.7. Retail 15.20.8. Others 15.21. South America Data Annotation Tools Market Attractiveness Analysis 15.21.1. By Type 15.21.2. By Annotation Type 15.21.3. By vertical 15.22. PEST Analysis 15.23. Key Trends 15.24. Key Developments 16. Company Profiles 16.1. Market Share Analysis, by Company 16.2. Competition Matrix 16.2.1. Competitive Benchmarking of key players by price, presence, market share, Applications and R&D investment 16.2.2. New Product Launches and Product Enhancements 16.2.3. Market Consolidation 16.2.3.1. M&A by Regions, Investment and Applications 16.2.3.2. M&A Key Players, Forward Integration and Backward Integration 16.3. Company Profiles: Key Players 16.3.1. Appen Limited 16.3.1.1. Company Overview 16.3.1.2. Financial Overview 16.3.1.3. Product Portfolio 16.3.1.4. Business Strategy 16.3.1.5. Recent Developments 16.3.1.6. Development Footprint 16.3.2. CloudApp 16.3.3. Cogito Tech LLC 16.3.4. Deep Systems 16.3.5. Labelbox 16.3.6. LightTag 16.3.7. Lotus Quality Assurance 16.3.8. Playment 16.3.9. CloudFactory Limited 16.3.10. Clickworker GmbH 16.3.11. Alegion 16.3.12. Explosion AI 16.3.13. Mighty AI 16.3.14. Trilldata Technologies Pvt. Ltd. 17. Primary Key Insights

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About This Report

Report ID 34830
Published Date oct 2019
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