Data Annotation Tool Market to Grow Seven-Fold
Consumerization of the internet of things (IoT), artificial intelligence (AI), and machine learning (ML) heightens the need for data annotation tools that help tag/label and analyze various types of data sets. The global data annotation tool market exhibits a meteoric 15.1% CAGR during the forecast period (2020 - 2030). The stupendous growth trajectory is accredited to high digitization of consumer products and services. From online lending services to smartphone facial recognition, every step towards digitization impels the demand for data annotation tools for advanced products and services. Training AI programs with the help of data annotation tools will witness an uptake in demand as the consumer demand for automated homes increases.
Manual Annotation to Expand Revenue Pools
Based on annotation type, data annotation tools can be categorized into manual, semi-supervised, and automatic. Manual annotation of data garners maximum revenue and holds a lion’s share of over 76% of the total market value. Factors such as accuracy, integrity, and enhanced insights of manual annotation of datasets drive growth of this segment. This annotation type requires constant human inputs which makes it an expensive tool. However, as an alternative to this resource intensive activity, automatic annotation tools will exhibit the highest growth trajectory. Automatic annotation tools will multiply at an astounding 17% CAGR during the forecast period. Penetration of AI programs as a basis of smart products and services bolster growth in this annotation type segment.
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North America Leads Global Sales
North America maintains its hegemony as an early adopter region with a majority share of 32% of global sales. The United States, Mexico, and Canada are home to prominent players in the data annotation tools market. When coupled with the presence of high-disposable income consumers; North America will continue to generate demand for smart products and services that employ data annotation tools. The region will grow at a double digit 13% CAGR through 2029. South Asia & Oceania presents the most remunerative opportunities with the highest growth rate of over 18% CAGR during the projection period. Digitization across Indonesia, Malaysia, and Australia, will create rampant demand for data annotation tools. Government support to develop modern automotive, healthcare, financial services, and public infrastructure creates demand for big data analysis. Since data annotation tools play a major role in big data analysis, the region will continue to offer gainful opportunities.
Tech-Drive Advancements to Spur Sales of Data Annotation Tools
The competitive landscape is fairly fragmented consisting of new entrants, and small & medium incumbents. Research and development of data annotation tools that provide comprehensive analysis of real life data is a top priority among organizations. Trends such as digitization of banking and financial services in developing countries is a prime target for market players. Fundraising and talent acquisition are top business strategies adopted by market players. Another prominent strategy is client-based expansion where organizations forge strategic partnerships with clients to give out advanced AI programs by developing disruptive data annotation tools. Major players in the global data annotation tools market are, but not limited to, Annotate.com, Appen Limited, CloudApp, Cogito Tech LLC, Labelbox, Inc, Playment Inc, Tagtog Sp. z o.o., Clickworker GmbH, CloudFactory Limited, Alegion, Amazon, Mechanical Turk, Inc., and Google LLC.
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COVID-19 Impact
Doctors, scientists and other experts use artificial intelligence and machine learning to minimize COVID-19's effect. New technologies, like machine learning and artificial intelligence are significantly used, to defeat the virus. Market is gaining impressive traction due to coronavirus pandemic. Companies especially ones that deal in healthcare, are looking forward to building a strong prediction tool for the coronavirus which will steers the market toward profitable future in short-term forecast period.
Many companies in the data annotation tool landscape are launching landing pages for resources related to COVID-19. For instance the UCSC Genome Browser team recently posted a genome assembly on its browser and has now announced the release of COVID-19 annotation data. The data would include gene annotations and variant data. Lung datasets are also being added in order to study the impact of the disease on the lungs. Such initiatives will help researchers to study the data minutely and accelerate methods to detect, contain and treat people suffering from coronavirus. Thus the data annotation tool market is headed on a meteoric growth trajectory in the near term
Global Data Annotation Tool Market – Scope of the Report
The following report provides forecast and analysis of the global data annotation tool market along with the historical data of 2015, estimated data 2020 and forecast data up to 2030 in terms of value (US$ Mn), according to a Fact.MR study. The research propounds critical trends that are currently influencing growth within the global data annotation tool market along with several macro-economic indicators. This newly published and insightful report on data annotation tool sheds light on key dynamics, and their impact on the overall value chain from suppliers to end-users, which are expected to transform the future of the global data annotation tool market.
The report also comprises the study of current issues with end users and opportunities for data annotation tool. It also contains value chain analysis, including the key market participants. To provide users of this report with a comprehensive view of the market, we have included a detailed competitive analysis about the key players involved in the market and strategic overviews. The dashboard included in the report provides a detailed comparison of data annotation tool manufacturers on parameters such as total revenue, product offerings, and key strategies. A list of key companies operating in the data annotation tool market provided in the report adds to the credibility of this exhaustive research study.
Global Data Annotation Tool Market: In-Depth Assessment on Key Segments
The global data annotation tool market is segmented on the basis of data type, annotation type, vertical, and region.
|
Data Type |
Annotation Type |
Vertical |
Region |
|
Text |
Manual |
IT |
North America |
|
Image/Video |
Semi-supervised |
Automotive |
Latin America |
|
Audio |
Automatic |
Government |
Europe |
|
|
|
Healthcare |
East Asia |
|
|
|
Financial Services |
South Asia & Oceania |
|
|
|
Retail |
Middle East & Africa |
|
|
|
Others |
|
This taxonomy and the detailed TOC prepared are confidential and intended exclusively for the individual or entity with whom it is being shared. Reading, disseminating, distributing, or copying this to any party other than addressee(s) is unauthorized and prohibited.
Country-specific assessment on demand for data annotation tool has been provided for each regional market, along with the market size valuation and forecast price point assessment, price index and impact analysis of key regional and country-wise dynamics, which were obtained through quotes from numerous data annotation tool manufacturers, experts, and suppliers. Y-o-Y growth projections have also been offered on all regional markets incorporated in the report. Moreover, future trends, growth prospects, and other possibilities related to the market have been answered in the report.
The report provides company-level market share analysis, which has been derived on the basis of the company’s annual sales and segmental revenue in all the target end-use industries. The market has been forecasted based on constant currency rates. The report provides detailed competitive and company profiles of key participants operating in the global data annotation tool market. Some of the major competitors operating in the data annotation tool market are Annotate.com, Appen Limited, CloudApp, Cogito Tech LLC, Labelbox, Inc. Playment Inc., Tagtog Sp. z o.o., Clickworker GmbH, CloudFactory Limited, Alegion, Amazon Mechanical Turk, Inc., Google, LLC and others.
Global Data Annotation Tool Market: Research Methodology
A number of primary and secondary sources were consulted during the course of the study. Secondary sources include Factiva, Morningstar and Hoovers, and company annual reports and publications. Comprehensive interviews have been conducted by our analysts, and the intelligence and insights obtained have been used for validating the information gained through secondary research. The report also includes a description of assumptions and acronyms utilized for research purposes. Data gathered has been validated using the triangulation method to offer useful quantitative and qualitative insights into the data annotation tool market.
A short market viewpoint offered in the report elucidates the macro-economic aspects that influence the growth of the data annotation tool market, which includes global GDP growth rate, IT, automotive, healthcare, financial, services, retail and others. This report serves as an authentic resource of intelligence on the data annotation tool market, enabling the readers to take fact-based decisions on the future direction of their businesses
1. Global Data Annotation Tool Market - Executive Summary
1.1. Summary Of Key Findings
1.2. Summary Of Key Statistics
1.3. Key Market Characteristics & Attributes
1.4. Opportunity Assessment
1.5. Fact.MR Analysis And Recommendations
2. Global Data Annotation Tool Market Overview
2.1. Market Coverage / Taxonomy
2.2. Market Definition / Scope / Limitations
3. Key Market Trends
3.1. Key Trends Impacting The Market
3.2. Mega Trends
4. Market Background
4.1. Global IT Industry Outlook
4.1.1. By Region
4.1.2. By Services
4.2. Enterprises Spending on Data Annotation
4.3. Data Annotation Tool adoption rate in top industry vertical
4.4. Top five Application for Data Annotation Tool
4.5. Data Annotation Tool Impact of Business Decisions
4.6. Commercial Benefits of BI Tool Adoption
4.7. BI Tools Market Size (US$ Mn) By Region
4.7.1. North America
4.7.2. Latin America
4.7.3. Europe
4.7.4. East Asia
4.7.5. South Asia & Oceania
4.7.6. MEA
4.8. Global Investment Feasibility Matrix (For Data Annotation Tool Business)
4.9. Recent Industry Developments
4.10. Market White Space Assessment And Opportunity Analysis
4.11. Porter’s Five Forces Analysis
4.12. Cost Structure Analysis
4.13. Macro-Economic And Forecast Factors
4.13.1. GDP Growth Outlook
4.13.2. Global IT Sector Growth Outlook
4.13.3. Global Automotive Industry Growth Outlook
4.13.4. Global Healthcare Sector Growth Outlook
4.13.5. Global Retail Sector Growth Outlook
4.13.6. Consumer Confidence Index
4.13.7. Others
4.14. Value Chain Analysis
4.14.1. List Of Key Market Manufacturers
4.14.2. List Of Key Channel Partners
4.14.3. Profitability Margins
4.15. Market Dynamics
4.15.1. Drivers
4.15.2. Industry Challenges
4.15.3. Opportunities
5. Global Data Annotation Tool Market Size (US$ Mn) Analysis And Forecast, 2015-2030
5.1. Historical Market Value (US$ Mn) Analysis, 2015-2019
5.2. Current And Future Market Value (US$ Mn) Forecast, 2020-2030
5.3. Y-O-Y Growth Trend Analysis
6. Global Data Annotation Tool Market Value Analysis And Forecast 2015-2030
6.1. Global Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
6.1.1. Text
6.1.2. Image/Video
6.1.3. Audio
6.2. Global Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
6.2.1. Manual
6.2.2. Semi-supervised
6.2.3. Automatic
6.3. Global Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
6.3.1. IT
6.3.2. Automotive
6.3.3. Government
6.3.4. Healthcare
6.3.5. Financial Services
6.3.6. Retail
6.3.7. Others
6.4. Global Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Region
6.4.1. North America
6.4.2. Latin America
6.4.3. Europe
6.4.4. East Asia
6.4.5. South Asia & Oceania
6.4.6. MEA
7. North America Data Annotation Tool Market Value Analysis And Forecast 2015-2030
7.1. North America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country
7.1.1. US
7.1.2. Canada
7.2. North America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
7.2.1. Text
7.2.2. Image/Video
7.2.3. Audio
7.3. North America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
7.3.1. Manual
7.3.2. Semi-supervised
7.3.3. Automatic
7.4. North America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
7.4.1. IT
7.4.2. Automotive
7.4.3. Government
7.4.4. Healthcare
7.4.5. Financial Services
7.4.6. Retail
7.4.7. Others
8. Latin America Data Annotation Tool Market Value Analysis And Forecast 2015-2030
8.1. Latin America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country
8.1.1. Brazil
8.1.2. Mexico
8.1.3. Argentina
8.1.4. Rest Of Latin America
8.2. Latin America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
8.2.1. Text
8.2.2. Image/Video
8.2.3. Audio
8.3. Latin America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
8.3.1. Manual
8.3.2. Semi-supervised
8.3.3. Automatic
8.4. Latin America Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
8.4.1. IT
8.4.2. Automotive
8.4.3. Government
8.4.4. Healthcare
8.4.5. Financial Services
8.4.6. Retail
8.4.7. Others
9. Europe Data Annotation Tool Market Value Analysis And Forecast 2015-2030
9.1. Europe Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country
9.1.1. Germany
9.1.2. Italy
9.1.3. France
9.1.4. U.K.
9.1.5. Spain
9.1.6. BENELUX
9.1.7. Russia
9.1.8. Rest Of Europe
9.2. Europe Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
9.2.1. Text
9.2.2. Image/Video
9.2.3. Audio
9.3. Europe Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
9.3.1. Manual
9.3.2. Semi-supervised
9.3.3. Automatic
9.4. Europe Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
9.4.1. IT
9.4.2. Automotive
9.4.3. Government
9.4.4. Healthcare
9.4.5. Financial Services
9.4.6. Retail
9.4.7. Others
10. East Asia Data Annotation Tool Market Value Analysis And Forecast 2015-2030
10.1. East Asia Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country
10.1.1. China
10.1.2. Japan
10.1.3. South Korea
10.2. East Asia Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
10.2.1. Text
10.2.2. Image/Video
10.2.3. Audio
10.3. East Asia Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
10.3.1. Manual
10.3.2. Semi-supervised
10.3.3. Automatic
10.4. East Asia Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
10.4.1. IT
10.4.2. Automotive
10.4.3. Government
10.4.4. Healthcare
10.4.5. Financial Services
10.4.6. Retail
10.4.7. Others
11. South Asia & Oceania Data Annotation Tool Market Value Analysis And Forecast 2015-2030
11.1. South Asia & Oceania Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country
11.1.1. India
11.1.2. Thailand
11.1.3. Indonesia
11.1.4. Malaysia
11.1.5. Australia & New Zealand
11.1.6. Rest Of SAO
11.2. South Asia & Oceania Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
11.2.1. Text
11.2.2. Image/Video
11.2.3. Audio
11.3. South Asia & Oceania Asia Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
11.3.1. Manual
11.3.2. Semi-supervised
11.3.3. Automatic
11.4. South Asia & Oceania Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
11.4.1. IT
11.4.2. Automotive
11.4.3. Government
11.4.4. Healthcare
11.4.5. Financial Services
11.4.6. Retail
11.4.7. Others
12. Middle East & Africa Data Annotation Tool Market Value Analysis And Forecast 2015-2030
12.1. Middle East & Africa Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Country
12.1.1. GCC Countries
12.1.2. Turkey
12.1.3. South Africa
12.1.4. Egypt
12.1.5. Rest Of MEA
12.2. Middle East & Africa Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
12.2.1. Text
12.2.2. Image/Video
12.2.3. Audio
12.3. Middle East & Africa Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
12.3.1. Manual
12.3.2. Semi-supervised
12.3.3. Automatic
12.4. Middle East & Africa Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
12.4.1. IT
12.4.2. Automotive
12.4.3. Government
12.4.4. Healthcare
12.4.5. Financial Services
12.4.6. Retail
12.4.7. Others
13. Global Data Annotation Tool Market –Emerging Countries Analysis
13.1. Market Proportion Analysis, By Key Countries
13.2. Global Vs. Country Growth Comparison
13.3. China Market Value & Volume Analysis And Forecast
13.3.1. China Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
13.3.1.1. Text
13.3.1.2. Image/Video
13.3.1.3. Audio
13.3.2. China Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
13.3.2.1. Manual
13.3.2.2. Semi-supervised
13.3.2.3. Automatic
13.3.3. China Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
13.3.3.1. IT
13.3.3.2. Automotive
13.3.3.3. Government
13.3.3.4. Healthcare
13.3.3.5. Financial Services
13.3.3.6. Retail
13.3.3.7. Others
13.4. India Market Value & Volume Analysis And Forecast
13.4.1. China Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
13.4.1.1. Text
13.4.1.2. Image/Video
13.4.1.3. Audio
13.4.2. India Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
13.4.2.1. Manual
13.4.2.2. Semi-supervised
13.4.2.3. Automatic
13.4.3. India Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
13.4.3.1. IT
13.4.3.2. Automotive
13.4.3.3. Government
13.4.3.4. Healthcare
13.4.3.5. Financial Services
13.4.3.6. Retail
13.4.3.7. Others
13.5. Mexico Market Value & Volume Analysis And Forecast
13.5.1. Mexico Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Data Type
13.5.1.1. Text
13.5.1.2. Image/Video
13.5.1.3. Audio
13.5.2. Mexico Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Annotation Type
13.5.2.1. Manual
13.5.2.2. Semi-supervised
13.5.2.3. Automatic
13.5.3. Mexico Data Annotation Tool Market Value Analysis 2015-2019 And Forecast 2020-2030, By Vertical
13.5.3.1. IT
13.5.3.2. Automotive
13.5.3.3. Government
13.5.3.4. Healthcare
13.5.3.5. Financial Services
13.5.3.6. Retail
13.5.3.7. Others
14. Country Analysis - Data Annotation Tool Market Analysis 2015-2019 And Forecast 2020-2030
14.1. US Data Annotation Tool Market
14.1.1. US Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.1.2. US Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.1.3. US Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.2. Canada Data Annotation Tool Market
14.2.1. Canada Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.2.2. Canada Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.2.3. Canada Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.3. Brazil Data Annotation Tool Market
14.3.1. Brazil Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.3.2. Brazil Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.3.3. US Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.4. Argentina Data Annotation Tool Market
14.4.1. Argentina Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.4.2. Argentina Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.4.3. Argentina Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.5. Germany Data Annotation Tool Market
14.5.1. Germany Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.5.2. Germany Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.5.3. Germany Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.6. U.K. Data Annotation Tool Market
14.6.1. U.K. Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.6.2. U.K. Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.6.3. U.K. Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.7. France Data Annotation Tool Market
14.7.1. France Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.7.2. France Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.7.3. France Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.8. Italy Data Annotation Tool Market
14.8.1. Italy Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.8.2. Italy Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.8.3. Italy Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.9. Spain Data Annotation Tool Market
14.9.1. Spain Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.9.2. Spain Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.9.3. Spain Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.10. BENELUX Data Annotation Tool Market
14.10.1. BENELUX Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.10.2. BENELUX Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.10.3. BENELUX Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.11. Russia Data Annotation Tool Market
14.11.1. Russia Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.11.2. Russia Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.11.3. Russia Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.12. Japan Data Annotation Tool Market
14.12.1. Japan Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.12.2. Japan Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.12.3. Japan Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.13. South Korea Data Annotation Tool Market
14.13.1. South Korea Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.13.2. South Korea Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.13.3. South Korea Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.14. Thailand Data Annotation Tool Market
14.14.1. Thailand Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.14.2. Thailand Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.14.3. Thailand Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.15. Indonesia Data Annotation Tool Market
14.15.1. Indonesia Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.15.2. Indonesia Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.15.3. Indonesia Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.16. Malaysia Data Annotation Tool Market
14.16.1. Malaysia Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.16.2. Malaysia Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.16.3. Malaysia Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.17. GCC Countries Data Annotation Tool Market
14.17.1. GCC Countries Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.17.2. GCC Countries Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.17.3. GCC Countries Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.18. South Africa Data Annotation Tool Market
14.18.1. South Africa Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.18.2. South Africa Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.18.3. South Africa Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.19. Turkey Data Annotation Tool Market
14.19.1. Turkey Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.19.2. Turkey Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.19.3. Turkey Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
14.20. Egypt Data Annotation Tool Market
14.20.1. Egypt Data Annotation Tool Market Demand Analysis And Forecast By Data Type, 2020 & 2030
14.20.2. Egypt Data Annotation Tool Market Demand Analysis And Forecast By Annotation Type, 2020 & 2030
14.20.3. Egypt Data Annotation Tool Market Demand Analysis And Forecast By Vertical, 2020 & 2030
15. Competitive Assessment
15.1. Global Data Annotation Tool Market Structure
15.2. Global Data Annotation Tool Market Competition - A Dashboard View
15.3. Global Data Annotation Tool Market Company Share Analysis
15.4. Global Data Annotation Tool Competitor Market Footprint Matrix
15.5. Key Participants Market Presence (Intensity Mapping) By Region
16. Company Profiles
16.1. Google, LLC
16.1.1. Overview
16.1.2. Data Type Portfolio
16.1.3. Profitability By Market Segments (Data Type/Region)
16.1.4. Sales Footprint
16.1.5. Strategy Overview
16.2. Annotate.com
16.2.1. Overview
16.2.2. Data Type Portfolio
16.2.3. Profitability By Market Segments (Data Type/Region)
16.2.4. Sales Footprint
16.2.5. Strategy Overview
16.3. Appen Limited
16.3.1. Overview
16.3.2. Data Type Portfolio
16.3.3. Profitability By Market Segments (Data Type/Region)
16.3.4. Sales Footprint
16.3.5. Strategy Overview
16.4. CloudApp
16.4.1. Overview
16.4.2. Data Type Portfolio
16.4.3. Profitability By Market Segments (Data Type/Region)
16.4.4. Sales Footprint
16.4.5. Strategy Overview
16.5. Cogito Tech LLC
16.5.1. Overview
16.5.2. Data Type Portfolio
16.5.3. Profitability By Market Segments (Data Type/Region)
16.5.4. Sales Footprint
16.5.5. Strategy Overview
16.6. Labelbox, Inc
16.6.1. Overview
16.6.2. Data Type Portfolio
16.6.3. Profitability By Market Segments (Data Type/Region)
16.6.4. Sales Footprint
16.6.5. Strategy Overview
16.7. Playment Inc.
16.7.1. Overview
16.7.2. Data Type Portfolio
16.7.3. Profitability By Market Segments (Data Type/Region)
16.7.4. Sales Footprint
16.7.5. Strategy Overview
16.8. Tagtog Sp. z o.o.
16.8.1. Overview
16.8.2. Data Type Portfolio
16.8.3. Profitability By Market Segments (Data Type/Region)
16.8.4. Sales Footprint
16.8.5. Strategy Overview
16.9. Clickworker GmbH
16.9.1. Overview
16.9.2. Data Type Portfolio
16.9.3. Profitability By Market Segments (Data Type/Region)
16.9.4. Sales Footprint
16.9.5. Strategy Overview
16.10. CloudFactory Limited
16.10.1. Overview
16.10.2. Data Type Portfolio
16.10.3. Profitability By Market Segments (Data Type/Region)
16.10.4. Sales Footprint
16.10.5. Strategy Overview
16.11. Alegion
16.11.1. Overview
16.11.2. Data Type Portfolio
16.11.3. Profitability By Market Segments (Data Type/Region)
16.11.4. Sales Footprint
16.11.5. Strategy Overview
16.12. Amazon Mechanical Turk, Inc.
16.12.1. Overview
16.12.2. Data Type Portfolio
16.12.3. Profitability By Market Segments (Data Type/Region)
16.12.4. Sales Footprint
16.12.5. Strategy Overview
17. Fact.MR Research Methodology
18. Disclaimer & Contact Information
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