Data AnNotation Tools Market value is projected to reach US$ 10.63 Bn at the end of the forecast period and it is expected to grow at the CAGR of 26.3%. Annotation in machine learning is a process of labelling 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 labelling 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. The report includes the analysis of impact of COVID-19 lock-down on the revenue of market leaders, followers, and disrupters. Since lock down was implemented differently in different regions and countries, impact of same is also different by regions and segments. The report has covered the current short term and long term impact on the market, same will help decision makers to prepare the outline for short term and long term strategies for companies by region.To Know About The Research Methodology :- Request Free Sample Report 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 2023 to 2029.
Data Annotation Tools Market Segment Analysis
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 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.Data Annotation Tools Market, Key Highlights:
Global Data Annotation Tools Market analysis and forecast, in terms of value. Comprehensive study and analysis of market drivers, restraints and opportunities influencing the growth of the Global market Global market segmentation on the basis of type, source, end-user, and region (country-wise) has been provided. The Data Annotation Tools Market strategic analysis with respect to individual growth trends, future prospects along with the contribution of various sub-market stakeholders have been considered under the scope of study. Global Data Annotation Tools Market analysis and forecast for five major regions namely North America, Europe, Asia Pacific, the Middle East & Africa (MEA) and Latin America along with country-wise segmentation. Profiles of key industry players, their strategic perspective, market positioning and analysis of core competencies are further profiled. Competitive developments, investments, strategic expansion and competitive landscape of the key players operating in the Global Data Annotation Tools Market are also profiled.Data Annotation Tools Market Scope: Inquire before buying
Global Data Annotation Tools Market Report Coverage Details Base Year: 2022 Forecast Period: 2023-2029 Historical Data: 2018 to 2022 Market Size in 2022: US $ 2.07 Bn. Forecast Period 2023 to 2029 CAGR: 26.3% Market Size in 2029: US $ 10.63 Bn. Segments Covered: by Type Text Image Video Others by Annotation Type Manual Semi-supervised Automatic by Vertical IT Automotive Government BFSI Healthcare Financial Services Retail Others Data Annotation Tools Market, by Region
North America (United States, Canada and Mexico) Europe (UK, France, Germany, Italy, Spain, Sweden, Austria and Rest of Europe) Asia Pacific (China, South Korea, Japan, India, Australia, Indonesia, Malaysia, Vietnam, Taiwan, Bangladesh, Pakistan and Rest of APAC) Middle East and Africa (South Africa, GCC, Egypt, Nigeria and Rest of ME&A) South America (Brazil, Argentina Rest of South America)Data Annotation Tools Market Key Players
1.Appen Limited 2.CloudApp 3.Cogito Tech LLC 4.Deep Systems 5.Labelbox 6.LightTag 7.Lotus Quality Assurance 8.Playment 9.CloudFactory Limited 10.Clickworker GmbH 11.Alegion 12.Figure Eight 13.Explosion AI 14.Mighty AI 15.Trilldata Technologies Pvt. Ltd 16.Annotate.com 17.iMerit 18.LionBridge AI 19.Scale Inc. 20.Webtunix AI. 21.Google, LLC. Frequently Asked Questions: 1. Which region has the largest share in Data AnNotation Tools Market? Ans: Asia Pacific region holds the highest share in 2022. 2. What is the growth rate of market? Ans: The market is growing at a CAGR of 26.3% during forecasting period 2023-2029. 3. What is scope of the Data AnNotation Tools market report? Ans: Global market report helps with the PESTEL, PORTER, COVID-19 Impact analysis, Recommendations for Investors & Leaders, and market estimation of the forecast period. 4. Who are the key players in Data AnNotation Tools market? Ans: The important key players in the market are – 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, Annotate.com, iMerit, LionBridge AI, Scale Inc., Webtunix AI., and Google LLC. 5. What is the study period of this market? Ans: The Data AnNotation Tools Market is studied from 2022 to 2029.
1. Data AnNotation Tools Market Introduction 1.1. Study Assumption and Market Definition 1.2. Scope of the Study 1.3. Executive Summary 2. Data AnNotation Tools Market: Dynamics 2.1. Data AnNotation Tools Market Trends by Region 2.1.1. North America Data AnNotation Tools Market Trends 2.1.2. Europe Data AnNotation Tools Market Trends 2.1.3. Asia Pacific Data AnNotation Tools Market Trends 2.1.4. Middle East and Africa Data AnNotation Tools Market Trends 2.1.5. South America Data AnNotation Tools Market Trends 2.2. Data AnNotation Tools Market Dynamics by Region 2.2.1. North America 2.2.1.1. North America Data AnNotation Tools Market Drivers 2.2.1.2. North America Data AnNotation Tools Market Restraints 2.2.1.3. North America Data AnNotation Tools Market Opportunities 2.2.1.4. North America Data AnNotation Tools Market Challenges 2.2.2. Europe 2.2.2.1. Europe Data AnNotation Tools Market Drivers 2.2.2.2. Europe Data AnNotation Tools Market Restraints 2.2.2.3. Europe Data AnNotation Tools Market Opportunities 2.2.2.4. Europe Data AnNotation Tools Market Challenges 2.2.3. Asia Pacific 2.2.3.1. Asia Pacific Data AnNotation Tools Market Drivers 2.2.3.2. Asia Pacific Data AnNotation Tools Market Restraints 2.2.3.3. Asia Pacific Data AnNotation Tools Market Opportunities 2.2.3.4. Asia Pacific Data AnNotation Tools Market Challenges 2.2.4. Middle East and Africa 2.2.4.1. Middle East and Africa Data AnNotation Tools Market Drivers 2.2.4.2. Middle East and Africa Data AnNotation Tools Market Restraints 2.2.4.3. Middle East and Africa Data AnNotation Tools Market Opportunities 2.2.4.4. Middle East and Africa Data AnNotation Tools Market Challenges 2.2.5. South America 2.2.5.1. South America Data AnNotation Tools Market Drivers 2.2.5.2. South America Data AnNotation Tools Market Restraints 2.2.5.3. South America Data AnNotation Tools Market Opportunities 2.2.5.4. South America Data AnNotation Tools Market Challenges 2.3. PORTER’s Five Forces Analysis 2.4. PESTLE Analysis 2.5. Technology Roadmap 2.6. Regulatory Landscape by Region 2.6.1. North America 2.6.2. Europe 2.6.3. Asia Pacific 2.6.4. Middle East and Africa 2.6.5. South America 2.7. Key Opinion Leader Analysis For Data AnNotation Tools Industry 2.8. Analysis of Government Schemes and Initiatives For Data AnNotation Tools Industry 2.9. Data AnNotation Tools Market Trade Analysis 2.10. The Global Pandemic Impact on Data AnNotation Tools Market 3. Data AnNotation Tools Market: Global Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) 2022-2029 3.1. Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 3.1.1. Text 3.1.2. Image 3.1.3. Video 3.1.4. Others 3.2. Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 3.2.1. Manual 3.2.2. Semi-supervised 3.2.3. Automatic 3.3. Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 3.3.1. IT 3.3.2. Automotive 3.3.3. Government 3.3.4. BFSI 3.3.5. Healthcare 3.3.6. Financial Services 3.3.7. Retail 3.3.8. Others 3.4. Data AnNotation Tools Market Size and Forecast, by Region (2022-2029) 3.4.1. North America 3.4.2. Europe 3.4.3. Asia Pacific 3.4.4. Middle East and Africa 3.4.5. South America 4. North America Data AnNotation Tools Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 4.1. North America Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 4.1.1. Text 4.1.2. Image 4.1.3. Video 4.1.4. Others 4.2. North America Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 4.2.1. Manual 4.2.2. Semi-supervised 4.2.3. Automatic 4.3. North America Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 4.3.1. IT 4.3.2. Automotive 4.3.3. Government 4.3.4. BFSI 4.3.5. Healthcare 4.3.6. Financial Services 4.3.7. Retail 4.3.8. Others 4.4. North America Data AnNotation Tools Market Size and Forecast, by Country (2022-2029) 4.4.1. United States 4.4.1.1. United States Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 4.4.1.1.1. Text 4.4.1.1.2. Image 4.4.1.1.3. Video 4.4.1.1.4. Others 4.4.1.2. United States Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 4.4.1.2.1. Manual 4.4.1.2.2. Semi-supervised 4.4.1.2.3. Automatic 4.4.1.3. United States Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 4.4.1.3.1. IT 4.4.1.3.2. Automotive 4.4.1.3.3. Government 4.4.1.3.4. BFSI 4.4.1.3.5. Healthcare 4.4.1.3.6. Financial Services 4.4.1.3.7. Retail 4.4.1.3.8. Others 4.4.2. Canada 4.4.2.1. Canada Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 4.4.2.1.1. Text 4.4.2.1.2. Image 4.4.2.1.3. Video 4.4.2.1.4. Others 4.4.2.2. Canada Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 4.4.2.2.1. Manual 4.4.2.2.2. Semi-supervised 4.4.2.2.3. Automatic 4.4.2.3. Canada Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 4.4.2.3.1. IT 4.4.2.3.2. Automotive 4.4.2.3.3. Government 4.4.2.3.4. BFSI 4.4.2.3.5. Healthcare 4.4.2.3.6. Financial Services 4.4.2.3.7. Retail 4.4.2.3.8. Others 4.4.3. Mexico 4.4.3.1. Mexico Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 4.4.3.1.1. Text 4.4.3.1.2. Image 4.4.3.1.3. Video 4.4.3.1.4. Others 4.4.3.2. Mexico Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 4.4.3.2.1. Manual 4.4.3.2.2. Semi-supervised 4.4.3.2.3. Automatic 4.4.3.3. Mexico Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 4.4.3.3.1. IT 4.4.3.3.2. Automotive 4.4.3.3.3. Government 4.4.3.3.4. BFSI 4.4.3.3.5. Healthcare 4.4.3.3.6. Financial Services 4.4.3.3.7. Retail 4.4.3.3.8. Others 5. Europe Data AnNotation Tools Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 5.1. Europe Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.2. Europe Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.3. Europe Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 5.4. Europe Data AnNotation Tools Market Size and Forecast, by Country (2022-2029) 5.4.1. United Kingdom 5.4.1.1. United Kingdom Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.1.2. United Kingdom Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.1.3. United Kingdom Data AnNotation Tools Market Size and Forecast, by Vertical(2022-2029) 5.4.2. France 5.4.2.1. France Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.2.2. France Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.2.3. France Data AnNotation Tools Market Size and Forecast, by Vertical(2022-2029) 5.4.3. Germany 5.4.3.1. Germany Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.3.2. Germany Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.3.3. Germany Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 5.4.4. Italy 5.4.4.1. Italy Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.4.2. Italy Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.4.3. Italy Data AnNotation Tools Market Size and Forecast, by Vertical(2022-2029) 5.4.5. Spain 5.4.5.1. Spain Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.5.2. Spain Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.5.3. Spain Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 5.4.6. Sweden 5.4.6.1. Sweden Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.6.2. Sweden Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.6.3. Sweden Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 5.4.7. Austria 5.4.7.1. Austria Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.7.2. Austria Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.7.3. Austria Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 5.4.8. Rest of Europe 5.4.8.1. Rest of Europe Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 5.4.8.2. Rest of Europe Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 5.4.8.3. Rest of Europe Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6. Asia Pacific Data AnNotation Tools Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 6.1. Asia Pacific Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.2. Asia Pacific Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.3. Asia Pacific Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4. Asia Pacific Data AnNotation Tools Market Size and Forecast, by Country (2022-2029) 6.4.1. China 6.4.1.1. China Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.1.2. China Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.1.3. China Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.2. S Korea 6.4.2.1. S Korea Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.2.2. S Korea Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.2.3. S Korea Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.3. Japan 6.4.3.1. Japan Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.3.2. Japan Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.3.3. Japan Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.4. India 6.4.4.1. India Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.4.2. India Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.4.3. India Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.5. Australia 6.4.5.1. Australia Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.5.2. Australia Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.5.3. Australia Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.6. Indonesia 6.4.6.1. Indonesia Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.6.2. Indonesia Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.6.3. Indonesia Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.7. Malaysia 6.4.7.1. Malaysia Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.7.2. Malaysia Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.7.3. Malaysia Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.8. Vietnam 6.4.8.1. Vietnam Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.8.2. Vietnam Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.8.3. Vietnam Data AnNotation Tools Market Size and Forecast, by Vertical(2022-2029) 6.4.9. Taiwan 6.4.9.1. Taiwan Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.9.2. Taiwan Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.9.3. Taiwan Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 6.4.10. Rest of Asia Pacific 6.4.10.1. Rest of Asia Pacific Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 6.4.10.2. Rest of Asia Pacific Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 6.4.10.3. Rest of Asia Pacific Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 7. Middle East and Africa Data AnNotation Tools Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 7.1. Middle East and Africa Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 7.2. Middle East and Africa Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 7.3. Middle East and Africa Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 7.4. Middle East and Africa Data AnNotation Tools Market Size and Forecast, by Country (2022-2029) 7.4.1. South Africa 7.4.1.1. South Africa Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 7.4.1.2. South Africa Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 7.4.1.3. South Africa Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 7.4.2. GCC 7.4.2.1. GCC Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 7.4.2.2. GCC Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 7.4.2.3. GCC Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 7.4.3. Nigeria 7.4.3.1. Nigeria Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 7.4.3.2. Nigeria Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 7.4.3.3. Nigeria Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 7.4.4. Rest of ME&A 7.4.4.1. Rest of ME&A Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 7.4.4.2. Rest of ME&A Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 7.4.4.3. Rest of ME&A Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 8. South America Data AnNotation Tools Market Size and Forecast by Segmentation (by Value in USD Million) 2022-2029 8.1. South America Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 8.2. South America Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 8.3. South America Data AnNotation Tools Market Size and Forecast, by Vertical(2022-2029) 8.4. South America Data AnNotation Tools Market Size and Forecast, by Country (2022-2029) 8.4.1. Brazil 8.4.1.1. Brazil Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 8.4.1.2. Brazil Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 8.4.1.3. Brazil Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 8.4.2. Argentina 8.4.2.1. Argentina Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 8.4.2.2. Argentina Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 8.4.2.3. Argentina Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 8.4.3. Rest Of South America 8.4.3.1. Rest Of South America Data AnNotation Tools Market Size and Forecast, by Type (2022-2029) 8.4.3.2. Rest Of South America Data AnNotation Tools Market Size and Forecast, by Annotation Type (2022-2029) 8.4.3.3. Rest Of South America Data AnNotation Tools Market Size and Forecast, by Vertical (2022-2029) 9. Global Data AnNotation Tools Market: Competitive Landscape 9.1. MMR Competition Matrix 9.2. Competitive Landscape 9.3. Key Players Benchmarking 9.3.1. Company Name 9.3.2. Business Segment 9.3.3. End-user Segment 9.3.4. Revenue (2022) 9.3.5. Company Locations 9.4. Leading Data AnNotation Tools Market Companies, by market capitalization 9.5. Market Structure 9.5.1. Market Leaders 9.5.2. Market Followers 9.5.3. Emerging Players 9.6. Mergers and Acquisitions Details 10. Company Profile: Key Players 10.1. Appen Limited 10.1.1. Company Overview 10.1.2. Business Portfolio 10.1.3. Financial Overview 10.1.4. SWOT Analysis 10.1.5. Strategic Analysis 10.1.6. Scale of Operation (small, medium, and large) 10.1.7. Details on Partnership 10.1.8. Regulatory Accreditations and Certifications Received by Them 10.1.9. Awards Received by the Firm 10.1.10. Recent Developments 10.2. CloudApp 10.3. Cogito Tech LLC 10.4. Deep Systems 10.5. Labelbox 10.6. LightTag 10.7. Lotus Quality Assurance 10.8. Playment 10.9. CloudFactory Limited 10.10. Clickworker GmbH 10.11. Alegion 10.12. Figure Eight 10.13. Explosion AI 10.14. Mighty AI 10.15. Trilldata Technologies Pvt. Ltd 10.16. Annotate.com 10.17. iMerit 10.18. LionBridge AI 10.19. Scale Inc. 10.20. Webtunix AI. 10.21. Google, LLC. 11. Key Findings 12. Industry Recommendations 13. Data AnNotation Tools Market: Research Methodology 14. Terms and Glossary