Global Image Tagging & Annotation Services Market Research Report 2022

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Image Tagging & Annotation Services Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 Image Classification
1.2.3 Object Recognition
1.2.4 Boundary Recognition
1.3 Market by Application
1.3.1 Global Image Tagging & Annotation Services Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Automotive
1.3.3 Retail&Commerce
1.3.4 Government&Security
1.3.5 Healthcare
1.3.6 Information Technology
1.3.7 Food&Beverages
1.3.8 Transportation&Logistics
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Image Tagging & Annotation Services Market Perspective (2017-2028)
2.2 Image Tagging & Annotation Services Growth Trends by Region
2.2.1 Image Tagging & Annotation Services Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Image Tagging & Annotation Services Historic Market Size by Region (2017-2022)
2.2.3 Image Tagging & Annotation Services Forecasted Market Size by Region (2023-2028)
2.3 Image Tagging & Annotation Services Market Dynamics
2.3.1 Image Tagging & Annotation Services Industry Trends
2.3.2 Image Tagging & Annotation Services Market Drivers
2.3.3 Image Tagging & Annotation Services Market Challenges
2.3.4 Image Tagging & Annotation Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Image Tagging & Annotation Services Players by Revenue
3.1.1 Global Top Image Tagging & Annotation Services Players by Revenue (2017-2022)
3.1.2 Global Image Tagging & Annotation Services Revenue Market Share by Players (2017-2022)
3.2 Global Image Tagging & Annotation Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Image Tagging & Annotation Services Revenue
3.4 Global Image Tagging & Annotation Services Market Concentration Ratio
3.4.1 Global Image Tagging & Annotation Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Image Tagging & Annotation Services Revenue in 2021
3.5 Image Tagging & Annotation Services Key Players Head office and Area Served
3.6 Key Players Image Tagging & Annotation Services Product Solution and Service
3.7 Date of Enter into Image Tagging & Annotation Services Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Image Tagging & Annotation Services Breakdown Data by Type
4.1 Global Image Tagging & Annotation Services Historic Market Size by Type (2017-2022)
4.2 Global Image Tagging & Annotation Services Forecasted Market Size by Type (2023-2028)
5 Image Tagging & Annotation Services Breakdown Data by Application
5.1 Global Image Tagging & Annotation Services Historic Market Size by Application (2017-2022)
5.2 Global Image Tagging & Annotation Services Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Image Tagging & Annotation Services Market Size (2017-2028)
6.2 North America Image Tagging & Annotation Services Market Size by Country (2017-2022)
6.3 North America Image Tagging & Annotation Services Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe Image Tagging & Annotation Services Market Size (2017-2028)
7.2 Europe Image Tagging & Annotation Services Market Size by Country (2017-2022)
7.3 Europe Image Tagging & Annotation Services Market Size by Country (2023-2028)
7.4 Germany
7.5 France
7.6 U.K.
7.7 Italy
7.8 Russia
7.9 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Image Tagging & Annotation Services Market Size (2017-2028)
8.2 Asia-Pacific Image Tagging & Annotation Services Market Size by Country (2017-2022)
8.3 Asia-Pacific Image Tagging & Annotation Services Market Size by Country (2023-2028)
8.4 China
8.5 Japan
8.6 South Korea
8.7 Southeast Asia
8.8 India
8.9 Australia
9 Latin America
9.1 Latin America Image Tagging & Annotation Services Market Size (2017-2028)
9.2 Latin America Image Tagging & Annotation Services Market Size by Country (2017-2022)
9.3 Latin America Image Tagging & Annotation Services Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Image Tagging & Annotation Services Market Size (2017-2028)
10.2 Middle East & Africa Image Tagging & Annotation Services Market Size by Country (2017-2022)
10.3 Middle East & Africa Image Tagging & Annotation Services Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 ADEC Innovations
11.1.1 ADEC Innovations Company Detail
11.1.2 ADEC Innovations Business Overview
11.1.3 ADEC Innovations Image Tagging & Annotation Services Introduction
11.1.4 ADEC Innovations Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.1.5 ADEC Innovations Recent Development
11.2 CapeStart Inc.
11.2.1 CapeStart Inc. Company Detail
11.2.2 CapeStart Inc. Business Overview
11.2.3 CapeStart Inc. Image Tagging & Annotation Services Introduction
11.2.4 CapeStart Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.2.5 CapeStart Inc. Recent Development
11.3 Cisio Consulting Private Limited
11.3.1 Cisio Consulting Private Limited Company Detail
11.3.2 Cisio Consulting Private Limited Business Overview
11.3.3 Cisio Consulting Private Limited Image Tagging & Annotation Services Introduction
11.3.4 Cisio Consulting Private Limited Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.3.5 Cisio Consulting Private Limited Recent Development
11.4 clickworker GmbH
11.4.1 clickworker GmbH Company Detail
11.4.2 clickworker GmbH Business Overview
11.4.3 clickworker GmbH Image Tagging & Annotation Services Introduction
11.4.4 clickworker GmbH Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.4.5 clickworker GmbH Recent Development
11.5 General Blockchain, Inc.
11.5.1 General Blockchain, Inc. Company Detail
11.5.2 General Blockchain, Inc. Business Overview
11.5.3 General Blockchain, Inc. Image Tagging & Annotation Services Introduction
11.5.4 General Blockchain, Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.5.5 General Blockchain, Inc. Recent Development
11.6 Innovary Technologies
11.6.1 Innovary Technologies Company Detail
11.6.2 Innovary Technologies Business Overview
11.6.3 Innovary Technologies Image Tagging & Annotation Services Introduction
11.6.4 Innovary Technologies Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.6.5 Innovary Technologies Recent Development
11.7 ISHIR
11.7.1 ISHIR Company Detail
11.7.2 ISHIR Business Overview
11.7.3 ISHIR Image Tagging & Annotation Services Introduction
11.7.4 ISHIR Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.7.5 ISHIR Recent Development
11.8 Lionbridge Technologies, Inc.
11.8.1 Lionbridge Technologies, Inc. Company Detail
11.8.2 Lionbridge Technologies, Inc. Business Overview
11.8.3 Lionbridge Technologies, Inc. Image Tagging & Annotation Services Introduction
11.8.4 Lionbridge Technologies, Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.8.5 Lionbridge Technologies, Inc. Recent Development
11.9 Qualitas Global Services B.V
11.9.1 Qualitas Global Services B.V Company Detail
11.9.2 Qualitas Global Services B.V Business Overview
11.9.3 Qualitas Global Services B.V Image Tagging & Annotation Services Introduction
11.9.4 Qualitas Global Services B.V Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.9.5 Qualitas Global Services B.V Recent Development
11.10 SunTec Web Services Pvt. Ltd.
11.10.1 SunTec Web Services Pvt. Ltd. Company Detail
11.10.2 SunTec Web Services Pvt. Ltd. Business Overview
11.10.3 SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Introduction
11.10.4 SunTec Web Services Pvt. Ltd. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.10.5 SunTec Web Services Pvt. Ltd. Recent Development
11.11 Vee Technologies
11.11.1 Vee Technologies Company Detail
11.11.2 Vee Technologies Business Overview
11.11.3 Vee Technologies Image Tagging & Annotation Services Introduction
11.11.4 Vee Technologies Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.11.5 Vee Technologies Recent Development
11.12 Webtunix AI.
11.12.1 Webtunix AI. Company Detail
11.12.2 Webtunix AI. Business Overview
11.12.3 Webtunix AI. Image Tagging & Annotation Services Introduction
11.12.4 Webtunix AI. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.12.5 Webtunix AI. Recent Development
11.13 Bridged Internet Inc.
11.13.1 Bridged Internet Inc. Company Detail
11.13.2 Bridged Internet Inc. Business Overview
11.13.3 Bridged Internet Inc. Image Tagging & Annotation Services Introduction
11.13.4 Bridged Internet Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.13.5 Bridged Internet Inc. Recent Development
11.14 Kognitive Emerging Software Services
11.14.1 Kognitive Emerging Software Services Company Detail
11.14.2 Kognitive Emerging Software Services Business Overview
11.14.3 Kognitive Emerging Software Services Image Tagging & Annotation Services Introduction
11.14.4 Kognitive Emerging Software Services Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.14.5 Kognitive Emerging Software Services Recent Development
11.15 ScaleOps Artificial Intelligence Pvt. Ltd.
11.15.1 ScaleOps Artificial Intelligence Pvt. Ltd. Company Detail
11.15.2 ScaleOps Artificial Intelligence Pvt. Ltd. Business Overview
11.15.3 ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Introduction
11.15.4 ScaleOps Artificial Intelligence Pvt. Ltd. Revenue in Image Tagging & Annotation Services Business (2017-2022)
11.15.5 ScaleOps Artificial Intelligence Pvt. Ltd. Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Tables
Table 1. Global Image Tagging & Annotation Services Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
Table 2. Key Players of Image Classification
Table 3. Key Players of Object Recognition
Table 4. Key Players of Boundary Recognition
Table 5. Global Image Tagging & Annotation Services Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Image Tagging & Annotation Services Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 7. Global Image Tagging & Annotation Services Market Size by Region (2017-2022) & (US$ Million)
Table 8. Global Image Tagging & Annotation Services Market Share by Region (2017-2022)
Table 9. Global Image Tagging & Annotation Services Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 10. Global Image Tagging & Annotation Services Market Share by Region (2023-2028)
Table 11. Image Tagging & Annotation Services Market Trends
Table 12. Image Tagging & Annotation Services Market Drivers
Table 13. Image Tagging & Annotation Services Market Challenges
Table 14. Image Tagging & Annotation Services Market Restraints
Table 15. Global Image Tagging & Annotation Services Revenue by Players (2017-2022) & (US$ Million)
Table 16. Global Image Tagging & Annotation Services Market Share by Players (2017-2022)
Table 17. Global Top Image Tagging & Annotation Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Image Tagging & Annotation Services as of 2021)
Table 18. Ranking of Global Top Image Tagging & Annotation Services Companies by Revenue (US$ Million) in 2021
Table 19. Global 5 Largest Players Market Share by Image Tagging & Annotation Services Revenue (CR5 and HHI) & (2017-2022)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players Image Tagging & Annotation Services Product Solution and Service
Table 22. Date of Enter into Image Tagging & Annotation Services Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Image Tagging & Annotation Services Market Size by Type (2017-2022) & (US$ Million)
Table 25. Global Image Tagging & Annotation Services Revenue Market Share by Type (2017-2022)
Table 26. Global Image Tagging & Annotation Services Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 27. Global Image Tagging & Annotation Services Revenue Market Share by Type (2023-2028)
Table 28. Global Image Tagging & Annotation Services Market Size by Application (2017-2022) & (US$ Million)
Table 29. Global Image Tagging & Annotation Services Revenue Market Share by Application (2017-2022)
Table 30. Global Image Tagging & Annotation Services Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 31. Global Image Tagging & Annotation Services Revenue Market Share by Application (2023-2028)
Table 32. North America Image Tagging & Annotation Services Market Size by Country (2017-2022) & (US$ Million)
Table 33. North America Image Tagging & Annotation Services Market Size by Country (2023-2028) & (US$ Million)
Table 34. Europe Image Tagging & Annotation Services Market Size by Country (2017-2022) & (US$ Million)
Table 35. Europe Image Tagging & Annotation Services Market Size by Country (2023-2028) & (US$ Million)
Table 36. Asia-Pacific Image Tagging & Annotation Services Market Size by Region (2017-2022) & (US$ Million)
Table 37. Asia-Pacific Image Tagging & Annotation Services Market Size by Region (2023-2028) & (US$ Million)
Table 38. Latin America Image Tagging & Annotation Services Market Size by Country (2017-2022) & (US$ Million)
Table 39. Latin America Image Tagging & Annotation Services Market Size by Country (2023-2028) & (US$ Million)
Table 40. Middle East & Africa Image Tagging & Annotation Services Market Size by Country (2017-2022) & (US$ Million)
Table 41. Middle East & Africa Image Tagging & Annotation Services Market Size by Country (2023-2028) & (US$ Million)
Table 42. ADEC Innovations Company Detail
Table 43. ADEC Innovations Business Overview
Table 44. ADEC Innovations Image Tagging & Annotation Services Product
Table 45. ADEC Innovations Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 46. ADEC Innovations Recent Development
Table 47. CapeStart Inc. Company Detail
Table 48. CapeStart Inc. Business Overview
Table 49. CapeStart Inc. Image Tagging & Annotation Services Product
Table 50. CapeStart Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 51. CapeStart Inc. Recent Development
Table 52. Cisio Consulting Private Limited Company Detail
Table 53. Cisio Consulting Private Limited Business Overview
Table 54. Cisio Consulting Private Limited Image Tagging & Annotation Services Product
Table 55. Cisio Consulting Private Limited Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 56. Cisio Consulting Private Limited Recent Development
Table 57. clickworker GmbH Company Detail
Table 58. clickworker GmbH Business Overview
Table 59. clickworker GmbH Image Tagging & Annotation Services Product
Table 60. clickworker GmbH Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 61. clickworker GmbH Recent Development
Table 62. General Blockchain, Inc. Company Detail
Table 63. General Blockchain, Inc. Business Overview
Table 64. General Blockchain, Inc. Image Tagging & Annotation Services Product
Table 65. General Blockchain, Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 66. General Blockchain, Inc. Recent Development
Table 67. Innovary Technologies Company Detail
Table 68. Innovary Technologies Business Overview
Table 69. Innovary Technologies Image Tagging & Annotation Services Product
Table 70. Innovary Technologies Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 71. Innovary Technologies Recent Development
Table 72. ISHIR Company Detail
Table 73. ISHIR Business Overview
Table 74. ISHIR Image Tagging & Annotation Services Product
Table 75. ISHIR Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 76. ISHIR Recent Development
Table 77. Lionbridge Technologies, Inc. Company Detail
Table 78. Lionbridge Technologies, Inc. Business Overview
Table 79. Lionbridge Technologies, Inc. Image Tagging & Annotation Services Product
Table 80. Lionbridge Technologies, Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 81. Lionbridge Technologies, Inc. Recent Development
Table 82. Qualitas Global Services B.V Company Detail
Table 83. Qualitas Global Services B.V Business Overview
Table 84. Qualitas Global Services B.V Image Tagging & Annotation Services Product
Table 85. Qualitas Global Services B.V Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 86. Qualitas Global Services B.V Recent Development
Table 87. SunTec Web Services Pvt. Ltd. Company Detail
Table 88. SunTec Web Services Pvt. Ltd. Business Overview
Table 89. SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Product
Table 90. SunTec Web Services Pvt. Ltd. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 91. SunTec Web Services Pvt. Ltd. Recent Development
Table 92. Vee Technologies Company Detail
Table 93. Vee Technologies Business Overview
Table 94. Vee Technologies Image Tagging & Annotation ServicesProduct
Table 95. Vee Technologies Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 96. Vee Technologies Recent Development
Table 97. Webtunix AI. Company Detail
Table 98. Webtunix AI. Business Overview
Table 99. Webtunix AI. Image Tagging & Annotation ServicesProduct
Table 100. Webtunix AI. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 101. Webtunix AI. Recent Development
Table 102. Bridged Internet Inc. Company Detail
Table 103. Bridged Internet Inc. Business Overview
Table 104. Bridged Internet Inc. Image Tagging & Annotation ServicesProduct
Table 105. Bridged Internet Inc. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 106. Bridged Internet Inc. Recent Development
Table 107. Kognitive Emerging Software Services Company Detail
Table 108. Kognitive Emerging Software Services Business Overview
Table 109. Kognitive Emerging Software Services Image Tagging & Annotation ServicesProduct
Table 110. Kognitive Emerging Software Services Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 111. Kognitive Emerging Software Services Recent Development
Table 112. ScaleOps Artificial Intelligence Pvt. Ltd. Company Detail
Table 113. ScaleOps Artificial Intelligence Pvt. Ltd. Business Overview
Table 114. ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation ServicesProduct
Table 115. ScaleOps Artificial Intelligence Pvt. Ltd. Revenue in Image Tagging & Annotation Services Business (2017-2022) & (US$ Million)
Table 116. ScaleOps Artificial Intelligence Pvt. Ltd. Recent Development
Table 117. Research Programs/Design for This Report
Table 118. Key Data Information from Secondary Sources
Table 119. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Image Tagging & Annotation Services Market Share by Type: 2021 VS 2028
Figure 2. Image Classification Features
Figure 3. Object Recognition Features
Figure 4. Boundary Recognition Features
Figure 5. Global Image Tagging & Annotation Services Market Share by Application in 2021 & 2028
Figure 6. Automotive Case Studies
Figure 7. Retail&Commerce Case Studies
Figure 8. Government&Security Case Studies
Figure 9. Healthcare Case Studies
Figure 10. Information Technology Case Studies
Figure 11. Food&Beverages Case Studies
Figure 12. Transportation&Logistics Case Studies
Figure 13. Image Tagging & Annotation Services Report Years Considered
Figure 14. Global Image Tagging & Annotation Services Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 15. Global Image Tagging & Annotation Services Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 16. Global Image Tagging & Annotation Services Market Share by Region: 2021 VS 2028
Figure 17. Global Image Tagging & Annotation Services Market Share by Players in 2021
Figure 18. Global Top Image Tagging & Annotation Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Image Tagging & Annotation Services as of 2021)
Figure 19. The Top 10 and 5 Players Market Share by Image Tagging & Annotation Services Revenue in 2021
Figure 20. North America Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. North America Image Tagging & Annotation Services Market Share by Country (2017-2028)
Figure 22. United States Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Canada Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Europe Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. Europe Image Tagging & Annotation Services Market Share by Country (2017-2028)
Figure 26. Germany Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. France Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. U.K. Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Italy Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Russia Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Nordic Countries Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Asia-Pacific Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Asia-Pacific Image Tagging & Annotation Services Market Share by Region (2017-2028)
Figure 34. China Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Japan Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. South Korea Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Southeast Asia Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. India Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Australia Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Latin America Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Latin America Image Tagging & Annotation Services Market Share by Country (2017-2028)
Figure 42. Mexico Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Brazil Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. Middle East & Africa Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Middle East & Africa Image Tagging & Annotation Services Market Share by Country (2017-2028)
Figure 46. Turkey Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 47. Saudi Arabia Image Tagging & Annotation Services Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 48. ADEC Innovations Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 49. CapeStart Inc. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 50. Cisio Consulting Private Limited Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 51. clickworker GmbH Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 52. General Blockchain, Inc. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 53. Innovary Technologies Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 54. ISHIR Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 55. Lionbridge Technologies, Inc. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 56. Qualitas Global Services B.V Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 57. SunTec Web Services Pvt. Ltd. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 58. Vee Technologies Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 59. Webtunix AI. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 60. Bridged Internet Inc. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 61. Kognitive Emerging Software Services Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 62. ScaleOps Artificial Intelligence Pvt. Ltd. Revenue Growth Rate in Image Tagging & Annotation Services Business (2017-2022)
Figure 63. Bottom-up and Top-down Approaches for This Report
Figure 64. Data Triangulation
Figure 65. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.