Data Annotation Tools Market to 2027 - Global Analysis and Forecasts by Type ( Text, Image, Others ); Annotation Type ( Manual, Semi-Supervised, Automatic ); End-user ( Automotive, Government, Healthcare, Financial Services, Retail, IT and Telecom, Others

Data Annotation Tools Market to 2027 - Global Analysis and Forecasts by Type ( Text, Image, Others ); Annotation Type ( Manual, Semi-Supervised, Automatic ); End-user ( Automotive, Government, Healthcare, Financial Services, Retail, IT and Telecom, Others )

The global data annotation tools market was valued at US$ 695.5 million in 2019 and is projected to reach US$ 6,450.0 million by 2027; it is expected to grow at a CAGR of 32.54% from 2020 to 2027.

The process of data annotation includes labeling of data which makes it usable for machine learning. Data annotation tools are important for data scientists as they make use of the labeled data with machine learning algorithms. Data can be in any form, such as images (from cars, phones, or medical instruments), text (in English, Spanish, Chinese, and among others), audio, and video. There are different types of annotation techniques like polygon annotation, semantic segmentation, bounding box annotation, landmark annotation, polylines annotation, and 3D point cloud annotation. In house teams can label the data if it is a small set, but this can be time consuming. When large amount of data is to be annotated, it is outsourced to companies like Precise BPO Solution, who can handle millions of annotations in a week and it significantly saves time. Further, the increasing investments by various market players in data annotation techniques in order to offer high quality labeled data are expected to play a significant role in the growth of the market.

The applications of data annotation are growing strongly across the globe. Face detection and recognition is one of the major applications of data annotation. Countries across the globe are implementing various facial technologies to create social status and award penalties for public menace to its citizens. For instance, China has installed 200 million surveillance cameras, one camera for every seven of its citizens. It plans to install about 400 million new cameras by 2021 in the country, for security and traffic control purposes.

The market for data annotation tools has been segmented into type, annotation type, end user, and geography. Based on type, the data annotation tools market has been segmented into text, image, and others. Based on annotation type, the data annotation tools market has been segmented into manual, semi-supervised, and automatic. Based on end user, the data annotation tools market has been segmented into automotive, government, healthcare, financial services, retail, IT & telecom, and others. Geographically, the data annotation tools market is segmented into five regions: North America, Europe, APAC, MEA, and South America.

Appen Limited, CloudFactory Limited, Cogito, Deep Systems, Google LLC, Labelbox, Inc, LIGHTTAG, Tagtog Sp. z o.o., PLAYMENT INC., and SCALE AI, INC. are some of the well-established market players present in the global data annotation tools market.

The overall size of global data annotation tools market has been derived using primary and secondary sources. The research process begins with extensive secondary research using internal and external sources to obtain qualitative and quantitative information related to the global data annotation tools market. It also provides an overview and forecast for the data annotation tools market based on all the segmentations provided for the global regions. Additionally, primary interviews were conducted with industry participants and commentators to validate data and analysis. The participants who take part in such a process include industry expert such as VPs, business development managers, market intelligence managers, and national sales managers, and external consultants such as valuation experts, research analysts, and key opinion leaders specialized in data annotation tools.

Reasons to buy

Highlights key business priorities in order to assist companies to realign their business strategies.
The key findings and recommendations highlight crucial progressive industry trends in the data annotation tools market, thereby allowing players to develop effective long-term strategies.
Develop/modify business expansion plans by using substantial growth offering developed and emerging markets.
Scrutinize in-depth global market trends and outlook coupled with the factors driving the market, as well as those hindering it.
Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to components, aircraft type, and end-users.


1. Introduction
1.1 Study Scope
1.2 The Insight Partners Research Report Guidance
1.3 Market Segmentation
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Data Annotation Tools Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America PEST Analysis
4.2.2 Europe PEST Analysis
4.2.3 APAC PEST Analysis
4.2.4 MEA PEST Analysis
4.2.5 SAM PEST Analysis
4.3 Ecosystem Analysis
4.4 Expert Opinions
5. Data Annotation Tools Market – Key Industry Dynamics
5.1 Drivers
5.1.1 Growing Applications of Data Annotation
5.1.2 Increasing Investments by Market Players
5.2 Market Restraints
5.2.1 Lack of Skilled Labor and Disadvantages Associated with Annotation Techniques
5.3 Market Opportunities
5.3.1 Trend of e-Education Across the world
5.4 Future Trends
5.4.1 Increasing Organic Development by Market Players
5.5 Impact Analysis of Drivers and Restraints
6. Data Annotation Tools Market – Global Market Analysis
6.1 Data Annotation Tools Market Overview
6.2 Data Annotation Tools Market –Revenue, and Forecast to 2027 (US$ Million)
6.3 Market Positioning – Global Key Players
7. Data Annotation Tools Market Analysis – By Type
7.1 Overview
7.2 Global Data Annotation Tools Market Breakdown, By Type, 2017 & 2027
7.3 Text
7.3.1 Overview
7.3.2 Text Market Revenue and Forecast to 2027 (US$ Mn)
7.4 Image
7.4.1 Overview
7.4.2 Image Market Revenue and Forecast to 2027 (US$ Mn)
7.5 Others
7.5.1 Overview
7.5.2 Others Market Revenue and Forecast to 2027 (US$ Mn)
8. Data Annotation Tools Market Analysis – By Annotation Type
8.1 Overview
8.2 Global Data Annotation Tools Market Breakdown, By Annotation Type, 2017 & 2027
8.3 Manual
8.3.1 Overview
8.3.2 Manual Market Revenue and Forecast to 2027 (US$ Mn)
8.4 Semi-Supervised
8.4.1 Overview
8.4.2 Semi-Supervised Market Revenue and Forecast to 2027 (US$ Mn)
8.5 Automatic
8.5.1 Overview
8.5.2 Automatic Market Revenue and Forecast to 2027 (US$ Mn)
9. Data Annotation Tools Market Analysis – By End User
9.1 Overview
9.2 Global Data Annotation Tools Market Breakdown, By End User, 2017 & 2027
9.3 Automotive
9.3.1 Overview
9.3.2 Automotive Market Revenue and Forecast to 2027 (US$ Mn)
9.4 Healthcare
9.4.1 Overview
9.4.2 Healthcare Market Revenue and Forecast to 2027 (US$ Mn)
9.5 Government
9.5.1 Overview
9.5.2 Government Market Revenue and Forecast to 2027 (US$ Mn)
9.6 Financial Services
9.6.1 Overview
9.6.2 Financial Services Market Revenue and Forecast to 2027 (US$ Mn)
9.7 Retail
9.7.1 Overview
9.7.2 Semi-Supervised Market Revenue and Forecast to 2027 (US$ Mn)
9.8 IT and Telecom
9.8.1 Overview
9.8.2 IT and Telecom Market Revenue and Forecast to 2027 (US$ Mn)
9.9 Others
9.9.1 Overview
9.9.2 Others Market Revenue and Forecast to 2027 (US$ Mn)
10. Data Annotation Tools Market – Geographic Analysis
10.1 Overview
10.2 North America: Data Annotation Tools Market
10.2.1 North America: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.2.2 North America: Data Annotation Tools Market, by Type
10.2.3 North America: Data Annotation Tools Market, by Annotation Type
10.2.4 North America: Data Annotation Tools Market, by End User
10.2.5 North America: Data Annotation Tools Market, by Key Country
10.2.5.1 US: Data Annotation Tools Market –Revenue, and Forecast to 2027 (US$ Million)
10.2.5.1.1 US: Data Annotation Tools Market, by Type
10.2.5.1.2 US: Data Annotation Tools Market, by Annotation Type
10.2.5.1.3 US Data Annotation Tools Market, by End-User – Revenue and Forecast to 2027 (USD Million)
10.2.5.2 Canada: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.2.5.2.1 Canada: Data Annotation Tools Market, by Type
10.2.5.2.2 Canada: Data Annotation Tools Market, by Annotation Type
10.2.5.2.3 Canada: Data Annotation Tools Market, by End User
10.2.5.3 Mexico: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.2.5.3.1 Mexico: Data Annotation Tools Market, by Type
10.2.5.3.2 Mexico: Data Annotation Tools Market, by Annotation Type
10.2.5.3.3 Mexico: Data Annotation Tools Market, by End-User – Revenue and Forecast to 2027 (USD Million)
10.3 Europe: Data Annotation Tools Market
10.3.1 Europe: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.2 Europe: Data Annotation Tools Market, by Type
10.3.3 Europe: Data Annotation Tools Market, by Annotation Type
10.3.4 Europe: Data Annotation Tools Market, by End User
10.3.5 Europe: Data Annotation Tools Market, by Key Country
10.3.5.1 Germany: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.5.1.1 Germany: Data Annotation Tools Market, by Type
10.3.5.1.2 Germany: Data Annotation Tools Market, by Annotation Type
10.3.5.1.3 Germany: Data Annotation Tools Market, by End User
10.3.5.2 France: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.5.2.1 France: Data Annotation Tools Market, by Type
10.3.5.2.2 France: Data Annotation Tools Market, by Annotation Type
10.3.5.2.3 France: Data Annotation Tools Market, by End User
10.3.5.3 Italy: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.5.3.1 Italy: Data Annotation Tools Market, by Type
10.3.5.3.2 Italy: Data Annotation Tools Market, by Annotation Type
10.3.5.3.3 Italy: Data Annotation Tools Market, by End User
10.3.5.4 UK: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.5.4.1 UK: Data Annotation Tools Market, by Type
10.3.5.4.2 UK: Data Annotation Tools Market, by Annotation Type
10.3.5.4.3 UK: Data Annotation Tools Market, by End User
10.3.5.5 Russia: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.5.5.1 Russia: Data Annotation Tools Market, by Type
10.3.5.5.2 Russia: Data Annotation Tools Market, by Annotation Type
10.3.5.5.3 Russia: Data Annotation Tools Market, by End User
10.3.5.6 Rest of Europe: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.3.5.6.1 Rest of Europe: Data Annotation Tools Market, by Type
10.3.5.6.2 Rest of Europe: Data Annotation Tools Market, by Annotation Type
10.3.5.6.3 Rest of Europe: Data Annotation Tools Market, by End user
10.4 APAC: Data Annotation Tools Market
10.4.1 APAC: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.2 APAC: Data annotation tools Market, by Type
10.4.3 APAC: Data annotation tools Market, by Annotation Type
10.4.4 APAC: Data annotation tools Market, by End-User
10.4.5 APAC: Data annotation tools Market, by Key Country
10.4.5.1 Australia: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.5.1.1 Australia: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
10.4.5.1.2 Australia: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
10.4.5.1.3 Australia: Data annotation tools Market, by End-User– Revenue and Forecast to 2027 (US$ Million)
10.4.5.2 China: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.5.2.1 China: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
10.4.5.2.2 China: Data annotation tools Market, by Annotation Type– Revenue and Forecast to 2027 (US$ Million)
10.4.5.2.3 China: Data annotation tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
10.4.5.3 India: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.5.3.1 India: Data annotation tools Market, by Type
10.4.5.3.2 India: Data annotation tools Market, by End-User
10.4.5.3.3 India: Data annotation tools Market, by End-User
10.4.5.4 Japan: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.5.4.1 Japan: Data annotation tools Market, by Type
10.4.5.4.2 Japan: Data annotation tools Market, by Annotation Type
10.4.5.4.3 Japan: Data annotation tools Market, by End-User
10.4.5.5 South Korea: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.5.5.1 South Korea: Data annotation tools Market, by Type
10.4.5.5.2 South Korea: Data annotation tools Market, by Annotation Type
10.4.5.5.3 South Korea: Data annotation tools Market, by End User
10.4.5.6 Rest of APAC: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
10.4.5.6.1 Rest of APAC: Data annotation tools Market, by Type
10.4.5.6.2 Rest of APAC: Data annotation tools Market, by Annotation Type
10.4.5.6.3 Rest of APAC: Data annotation tools Market, by End User
10.5 MEA: Data Annotation Tools Market
10.5.1 MEA: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.5.2 MEA: Data Annotation Tools Market, by Type
10.5.3 MEA: Data Annotation Tools Market, by Annotation Type
10.5.4 MEA: Data Annotation Tools Market, by End-User
10.5.5 MEA: Data Annotation Tools Market, by Key Country
10.5.5.1 South Africa: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.5.5.1.1 South Africa: Data Annotation Tools Market, by Type
10.5.5.1.2 South Africa: Data Annotation Tools Market, by Annotation
10.5.5.1.3 South Africa: Data Annotation Tools Market, by End-User
10.5.5.2 Saudi Arabia: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.5.5.2.1 Saudi Arabia: Data Annotation Tools Market, by Type
10.5.5.2.2 Saudi Arabia: Data Annotation Tools Market, by Annotation Type
10.5.5.2.3 Saudi Arabia: Data Annotation Tools Market, by End- User
10.5.5.3 UAE: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.5.5.3.1 UAE: Data Annotation Tools Market, by type
10.5.5.3.2 UAE: Data Annotation Tools Market, by Annotation Type
10.5.5.3.3 UAE: Data Annotation Tools Market, by End-User
10.5.5.4 Rest of MEA: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.5.5.4.1 Rest of MEA: Data Annotation Tools Market, by Type
10.5.5.4.2 Rest of MEA: Data Annotation Tools Market, by Annotation Type
10.5.5.4.3 Rest of MEA: Data Annotation Tools Market, by End-User
10.6 SAM: Data Annotation Tools Market
10.6.1 SAM: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.6.2 SAM: Data Annotation Tools Market, by Type
10.6.3 SAM: Data Annotation Tools Market, by Annotation Type
10.6.4 SAM: Data Annotation Tools Market, by End User
10.6.5 SAM: Data Annotation Tools Market, by Key Country
10.6.5.1 Brazil: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.6.5.1.1 Brazil: Data Annotation Tools Market, by Type
10.6.5.1.2 Brazil: Data Annotation Tools Market, by Annotation Type
10.6.5.1.3 Brazil: Data Annotation Tools Market, by End User
10.6.5.2 Argentina: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.6.5.2.1 Argentina: Data Annotation Tools Market, by Type
10.6.5.2.2 Argentina: Data Annotation Tools Market, by Annotation Type
10.6.5.2.3 Argentina: Data Annotation Tools Market, by End User
10.6.5.3 Rest of SAM: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
10.6.5.3.1 Rest of SAM: Data Annotation Tools Market, by Type
10.6.5.3.2 Rest of SAM: Data Annotation Tools Market, by Annotation Type
10.6.5.3.3 Rest of SAM: Data Annotation Tools Market, by End User
11. Industry Landscape
11.1 Overview
11.2 Growth Strategies Done By the Companies in the Market, (%)
11.3 Organic Developments Done By The Companies In The Market
11.4 Inorganic Developments Done By The Companies In The Market
12. COMPANY PROFILES
12.1 Cogito
12.1.1 Key Facts
12.1.2 Business Description
12.1.3 Products and Services
12.1.4 Financial Overview
12.1.5 SWOT Analysis
12.1.6 Key Developments
12.2 Google LLC
12.2.1 Key Facts
12.2.2 Business Description
12.2.3 Products and Services
12.2.4 Financial Overview
12.2.5 SWOT Analysis
12.2.6 Key Developments
12.3 Deep Systems
12.3.1 Key Facts
12.3.2 Business Description
12.3.3 Products and Services
12.3.4 Financial Overview
12.3.5 SWOT Analysis
12.3.6 Key Developments
12.4 Appen Limited
12.4.1 Key Facts
12.4.2 Business Description
12.4.3 Products and Services
12.4.4 Financial Overview
12.4.5 SWOT Analysis
12.4.6 Key Developments
12.5 Labelbox, Inc
12.5.1 Key Facts
12.5.2 Business Description
12.5.3 Products and Services
12.5.4 Financial Overview
12.5.5 SWOT Analysis
12.5.6 Key Developments
12.6 LightTag
12.6.1 Key Facts
12.6.2 Business Description
12.6.3 Products and Services
12.6.4 Financial Overview
12.6.5 SWOT Analysis
12.6.6 Key Developments
12.7 PLAYMENT INC.
12.7.1 Key Facts
12.7.2 Business Description
12.7.3 Products and Services
12.7.4 Financial Overview
12.7.5 SWOT Analysis
12.7.6 Key Developments
12.8 Scale AI, Inc.
12.8.1 Key Facts
12.8.2 Business Description
12.8.3 Products and Services
12.8.4 Financial Overview
12.8.5 SWOT Analysis
12.8.6 Key Developments
12.9 Tagtog Sp. z o.o.
12.9.1 Key Facts
12.9.2 Business Description
12.9.3 Products and Services
12.9.4 Financial Overview
12.9.5 SWOT Analysis
12.9.6 Key Developments
12.10 CloudFactory Limited
12.10.1 Key Facts
12.10.2 Business Description
12.10.3 Products and Services
12.10.4 Financial Overview
12.10.5 SWOT Analysis
12.10.6 Key Developments
13. Appendix
13.1 About The Insight Partners
13.2 Glossary of Terms
LIST OF TABLES
Table 1. Data Annotation Tools Market –Revenue and Forecast to 2027 (US$ Million)
Table 2. North America: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 3. North America: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 4. North America: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027
Table 5. North America Data Annotation Tools Market, by Country – Revenue and Forecast to 2027 (US$ Million)
Table 6. US: Data Annotation Tools Market, by Type–Revenue and Forecast to 2027 (US$ Million)
Table 7. US: Data Annotation Tools Market, by Annotation Type –Revenue and Forecast to 2027 (US$ Million)
Table 8. US: Data Annotation Tools Market, by End User –Revenue and Forecast to 2027 (US$ Million)
Table 9. Canada: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 10. Canada: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 11. Canada Data Annotation Tools Market, by End-User – Revenue and Forecast to 2027 (USD Million)
Table 12. Mexico: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 13. Mexico: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 14. Table 14. Mexico: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 15. Europe: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 16. Europe: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 17. Europe: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 18. Europe: Data Annotation Tools Market, by Country– Revenue and Forecast to 2027 (US$ Million)
Table 19. Germany: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 20. Germany: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 21. Germany: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 22. France: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 23. France: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 24. France: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 25. Italy: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 26. Italy: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 27. Italy: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 28. UK: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 29. UK: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 30. UK: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 31. Russia: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 32. Russia: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 33. Russia: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 34. Rest of Europe: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 35. Rest of Europe: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 36. Rest of Europe: Data Annotation Tools Market, by End user – Revenue and Forecast to 2027 (US$ Million)
Table 37. APAC: Data annotation tools Market, by Business Model – Revenue and Forecast to 2027 (US$ Million)
Table 38. APAC: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 39. APAC: Data annotation tools Market, by End-User– Revenue and Forecast to 2027 (US$ Million)
Table 40. APAC: Data annotation tools Market, by Country – Revenue and Forecast to 2027 (US$ Million)
Table 41. Australia: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 42. Australia: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 43. Australia: Data annotation tools Market, by End-User– Revenue and Forecast to 2027 (US$ Million)
Table 44. China: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 45. China: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 46. China: Data annotation tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 47. India: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 48. India: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 49. India: Data annotation tools Market, by End-User– Revenue and Forecast to 2027 (US$ Million)
Table 50. Japan: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ MILLION)
Table 51. Japan: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 52. Japan: Data annotation tools Market, by End-User – Revenue and Forecast to 2027 (US$ Million)
Table 53. South Korea: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 54. South Korea: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 55. South Korea: Data annotation tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 56. Rest of APAC: Data annotation tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 57. Rest of APAC: Data annotation tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 58. Rest of APAC: Data annotation tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 59. MEA: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 60. MEA: Data Annotation Tools Market, by Education Level – Revenue and Forecast to 2027 (US$ Million)
Table 61. MEA: Data Annotation Tools Market, by Education Level – Revenue and Forecast to 2027 (US$ Million)
Table 62. MEA: Data Annotation Tools Market, by Country – Revenue and Forecast to 2027 (US$ Million)
Table 63. South Africa: Data Annotation Tools Market, by Type – Revenue and Forecast to 2027 (US$ Million)
Table 64. South Africa: Data Annotation Tools Market, by Annotation– Revenue and Forecast to 2027 (US$ Million)
Table 65. South Africa: Data Annotation Tools Market, by End-User – Revenue and Forecast to 2027 (US$ Million)
Table 66. Saudi Arabia: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ MILLION)
Table 67. South Africa: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 68. South Africa: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 69. UAE: Data Annotation Tools Market, by type– Revenue and Forecast to 2027 (US$ MILLION)
Table 70. UAE: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 71. UAE: Data Annotation Tools Market, by End-User – Revenue and Forecast to 2027 (US$ Million)
Table 72. Rest of MEA: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ MILLION)
Table 73. Rest of MEA: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ MILLION)
Table 74. Rest of MEA: Data Annotation Tools Market, by End-User – Revenue and Forecast to 2027 (US$ MILLION)
Table 75. SAM: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 76. SAM: Data Annotation Tools Market, by Annotation Type– Revenue and Forecast to 2027 (US$ Million)
Table 77. SAM: Data Annotation Tools Market, by End User– Revenue and Forecast to 2027 (US$ Million)
Table 78. SAM: Data Annotation Tools Market, by Country – Revenue and Forecast to 2027 (US$ Million)
Table 79. Brazil: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 80. Brazil: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 81. Brazil: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 82. Argentina: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 83. Argentina: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 84. Argentina: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 85. Rest of SAM: Data Annotation Tools Market, by Type– Revenue and Forecast to 2027 (US$ Million)
Table 86. Rest of SAM: Data Annotation Tools Market, by Annotation Type – Revenue and Forecast to 2027 (US$ Million)
Table 87. Rest of SAM: Data Annotation Tools Market, by End User – Revenue and Forecast to 2027 (US$ Million)
Table 88. Organic Developments Done by THE Companies
Table 89. Inorganic Developments done by the Companies
Table 90. Glossary of Term: Data Annotation Tools Market
LIST OF FIGURES
Figure 1. Data Annotation Tools Market Segmentation
Figure 2. Data Annotation Tools Market Segmentation – By Geography
Figure 3. Global Data Annotation Tools Market- Geographical Analysis
Figure 4. Global Data Annotation Tools Market Overview
Figure 5. Data Annotation Tools Market, by Type
Figure 6. Data Annotation Tools Market, by Annotation Type
Figure 7. Data Annotation Tools Market, by End User
Figure 8. North America PEST Analysis
Figure 9. Europe PEST Analysis
Figure 10. APAC PEST Analysis
Figure 11. MEA PEST Analysis
Figure 12. SAM PEST Analysis
Figure 13. Data Annotation Tools Market, Ecosystem
Figure 14. Data Annotation Tools Market Impact Analysis of Drivers and Restraints
Figure 15. Global Data Annotation Tools Market
Figure 16. Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 17. Global Data Annotation Tools Market Breakdown, By Type, 2017 & 2027 (%)
Figure 18. Text Market Revenue and Forecast To 2027(US$ Mn)
Figure 19. Image Market Revenue and Forecast To 2027(US$ Mn)
Figure 20. Others Market Revenue and Forecast To 2027(US$ Mn)
Figure 21. Global Data Annotation Tools Market Breakdown, By Annotation Type, 2017 & 2027 (%)
Figure 22. Manual Market Revenue and Forecast to 2027(US$ Mn)
Figure 23. Semi-Supervised Market Revenue and Forecast to 2027(US$ Mn)
Figure 24. Global Automatic Market Revenue and Forecast To 2027(US$ Mn)
Figure 25. Global Data Annotation Tools Market Breakdown, By End User, 2017 & 2027 (%)
Figure 26. Automotive Market Revenue and Forecast to 2027(US$ Mn)
Figure 27. Healthcare Market Revenue and Forecast to 2027(US$ Mn)
Figure 28. Global Government Market Revenue and Forecast To 2027(US$ Mn)
Figure 29. Financial Services Market Revenue and Forecast to 2027(US$ Mn)
Figure 30. Semi-Supervised Market Revenue and Forecast to 2027(US$ Mn)
Figure 31. Global IT and Telecom Market Revenue and Forecast To 2027(US$ Mn)
Figure 32. Global Others Market Revenue and Forecast To 2027(US$ Mn)
Figure 33. Global Data Annotation Tools Market Revenue Share, by Region (2017 and 2027)
Figure 34. North America: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 35. North America Data Annotation Tools Market Revenue Share, by Type(2017 and 2027)
Figure 36. North America Data Annotation Tools Market Revenue Share, by Annotation Type (2017 and 2027)
Figure 37. North America Data Annotation Tools Market Revenue Share, by Annotation Type (2017 and 2027)
Figure 38. North America: Data Annotation Tools Market Revenue Share, by Key Country (2017 and 2027)
Figure 39. US: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 40. Canada: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 41. Mexico: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 42. Europe: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 43. Europe: Data Annotation Tools Market Revenue Share, by Type(2017 and 2027)
Figure 44. Europe Data Annotation Tools Market Revenue Share, by Annotation Type (2017 and 2027)
Figure 45. Europe Data Annotation Tools Market Revenue Share, by End User (2017 and 2027)
Figure 46. Europe: Data Annotation Tools Market Revenue Share, by Key Country (2017 and 2027)
Figure 47. Germany: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 48. France: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 49. Italy: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 50. UK: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 51. Russia: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 52. Rest of Europe: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 53. APAC: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 54. APAC: Data annotation tools Market Revenue Share, by Type (2017 and 2027)
Figure 55. APAC: Data annotation tools Market Revenue Share, by Annotation Type (2017 and 2027)
Figure 56. APAC: Data annotation tools Market Revenue Share, by End-User (2017 and 2027)
Figure 57. APAC: Data annotation tools Market Revenue Share, by Key Country (2017 and 2027)
Figure 58. Australia: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 59. China: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 60. India: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 61. Japan: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 62. South Korea: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 63. Rest of APAC: Data annotation tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 64. MEA: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 65. MEA: Data Annotation Tools Market Revenue Share, by Type (2017 and 2027)
Figure 66. MEA: Data Annotation Tools Market Revenue Share, by Annotation (2017 and 2027)
Figure 67. MEA: Data Annotation Tools Market Revenue Share, by Annotation (2017 and 2027)
Figure 68. MEA: Data Annotation Tools Market Revenue Share, by Key Country (2019 and 2027)
Figure 69. South Africa: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 70. Saudi Arabia: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 71. UAE: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 72. Rest of MEA: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 73. SAM: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 74. SAM: Data Annotation Tools Market Revenue Share, by Type(2017 and 2027)
Figure 75. SAM: Data Annotation Tools Market Revenue Share, by Annotation Type (2017 and 2027)
Figure 76. SAM: Data Annotation Tools Market Revenue Share, by End User (2017 and 2027)
Figure 77. SAM: Data Annotation Tools Market Revenue Share, by Key Country (2017 and 2027)
Figure 78. Brazil: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 79. Argentina: Data Annotation Tools Market – Revenue and Forecast to 2027 (US$ Million)
Figure 80. Rest of SAM: Data Annotation Tools Market – Revenue

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