Global Image Tagging & Annotation Services Market 2023 by Company, Regions, Type and Application, Forecast to 2029
Image tagging and annotation services use deep machine learning technology to efficiently classify information, and mark and annotate as required. Compared with the original traditional manual methods, machine learning methods greatly improve the efficiency of image tagging and annotations.
According to our (Global Info Research) latest study, the global Image Tagging & Annotation Services market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
This report is a detailed and comprehensive analysis for global Image Tagging & Annotation Services market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.
Key Features:
Global Image Tagging & Annotation Services market size and forecasts, in consumption value ($ Million), 2018-2029
Global Image Tagging & Annotation Services market size and forecasts by region and country, in consumption value ($ Million), 2018-2029
Global Image Tagging & Annotation Services market size and forecasts, by Type and by Application, in consumption value ($ Million), 2018-2029
Global Image Tagging & Annotation Services market shares of main players, in revenue ($ Million), 2018-2023
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Image Tagging & Annotation Services
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Image Tagging & Annotation Services market based on the following parameters - company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include ADEC Innovations, CapeStart Inc., Cisio Consulting Private Limited, clickworker GmbH and General Blockchain, Inc., etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Market segmentation
Image Tagging & Annotation Services market is split by Type and by Application. For the period 2018-2029, the growth among segments provide accurate calculations and forecasts for consumption value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
Chapter 1, to describe Image Tagging & Annotation Services product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Image Tagging & Annotation Services, with revenue, gross margin and global market share of Image Tagging & Annotation Services from 2018 to 2023.
Chapter 3, the Image Tagging & Annotation Services competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2018 to 2029.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2018 to 2023.and Image Tagging & Annotation Services market forecast, by regions, type and application, with consumption value, from 2024 to 2029.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War
Chapter 12, the key raw materials and key suppliers, and industry chain of Image Tagging & Annotation Services.
Chapter 13, to describe Image Tagging & Annotation Services research findings and conclusion.
According to our (Global Info Research) latest study, the global Image Tagging & Annotation Services market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
This report is a detailed and comprehensive analysis for global Image Tagging & Annotation Services market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.
Key Features:
Global Image Tagging & Annotation Services market size and forecasts, in consumption value ($ Million), 2018-2029
Global Image Tagging & Annotation Services market size and forecasts by region and country, in consumption value ($ Million), 2018-2029
Global Image Tagging & Annotation Services market size and forecasts, by Type and by Application, in consumption value ($ Million), 2018-2029
Global Image Tagging & Annotation Services market shares of main players, in revenue ($ Million), 2018-2023
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Image Tagging & Annotation Services
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Image Tagging & Annotation Services market based on the following parameters - company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include ADEC Innovations, CapeStart Inc., Cisio Consulting Private Limited, clickworker GmbH and General Blockchain, Inc., etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Market segmentation
Image Tagging & Annotation Services market is split by Type and by Application. For the period 2018-2029, the growth among segments provide accurate calculations and forecasts for consumption value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
- Image Classification
- Object Recognition
- Boundary Recognition
- Automotive
- Retail&Commerce
- Government&Security
- Healthcare
- Information Technology
- Food&Beverages
- Transportation&Logistics
- ADEC Innovations
- CapeStart Inc.
- Cisio Consulting Private Limited
- clickworker GmbH
- General Blockchain, Inc.
- Innovary Technologies
- ISHIR
- Lionbridge Technologies, Inc.
- Qualitas Global Services B.V
- SunTec Web Services Pvt. Ltd.
- Vee Technologies
- Webtunix AI.
- Bridged Internet Inc.
- Kognitive Emerging Software Services
- ScaleOps Artificial Intelligence Pvt. Ltd.
- North America (United States, Canada, and Mexico)
- Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
- Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
- South America (Brazil, Argentina and Rest of South America)
- Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
Chapter 1, to describe Image Tagging & Annotation Services product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Image Tagging & Annotation Services, with revenue, gross margin and global market share of Image Tagging & Annotation Services from 2018 to 2023.
Chapter 3, the Image Tagging & Annotation Services competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2018 to 2029.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2018 to 2023.and Image Tagging & Annotation Services market forecast, by regions, type and application, with consumption value, from 2024 to 2029.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War
Chapter 12, the key raw materials and key suppliers, and industry chain of Image Tagging & Annotation Services.
Chapter 13, to describe Image Tagging & Annotation Services research findings and conclusion.
1 MARKET OVERVIEW
1.1 Product Overview and Scope of Image Tagging & Annotation Services
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Image Tagging & Annotation Services by Type
1.3.1 Overview: Global Image Tagging & Annotation Services Market Size by Type: 2018 Versus 2022 Versus 2029
1.3.2 Global Image Tagging & Annotation Services Consumption Value Market Share by Type in 2022
1.3.3 Image Classification
1.3.4 Object Recognition
1.3.5 Boundary Recognition
1.4 Global Image Tagging & Annotation Services Market by Application
1.4.1 Overview: Global Image Tagging & Annotation Services Market Size by Application: 2018 Versus 2022 Versus 2029
1.4.2 Automotive
1.4.3 Retail&Commerce
1.4.4 Government&Security
1.4.5 Healthcare
1.4.6 Information Technology
1.4.7 Food&Beverages
1.4.8 Transportation&Logistics
1.5 Global Image Tagging & Annotation Services Market Size & Forecast
1.6 Global Image Tagging & Annotation Services Market Size and Forecast by Region
1.6.1 Global Image Tagging & Annotation Services Market Size by Region: 2018 VS 2022 VS 2029
1.6.2 Global Image Tagging & Annotation Services Market Size by Region, (2018-2029)
1.6.3 North America Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.4 Europe Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.5 Asia-Pacific Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.6 South America Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.7 Middle East and Africa Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
2 COMPANY PROFILES
2.1 ADEC Innovations
2.1.1 ADEC Innovations Details
2.1.2 ADEC Innovations Major Business
2.1.3 ADEC Innovations Image Tagging & Annotation Services Product and Solutions
2.1.4 ADEC Innovations Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.1.5 ADEC Innovations Recent Developments and Future Plans
2.2 CapeStart Inc.
2.2.1 CapeStart Inc. Details
2.2.2 CapeStart Inc. Major Business
2.2.3 CapeStart Inc. Image Tagging & Annotation Services Product and Solutions
2.2.4 CapeStart Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.2.5 CapeStart Inc. Recent Developments and Future Plans
2.3 Cisio Consulting Private Limited
2.3.1 Cisio Consulting Private Limited Details
2.3.2 Cisio Consulting Private Limited Major Business
2.3.3 Cisio Consulting Private Limited Image Tagging & Annotation Services Product and Solutions
2.3.4 Cisio Consulting Private Limited Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.3.5 Cisio Consulting Private Limited Recent Developments and Future Plans
2.4 clickworker GmbH
2.4.1 clickworker GmbH Details
2.4.2 clickworker GmbH Major Business
2.4.3 clickworker GmbH Image Tagging & Annotation Services Product and Solutions
2.4.4 clickworker GmbH Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.4.5 clickworker GmbH Recent Developments and Future Plans
2.5 General Blockchain, Inc.
2.5.1 General Blockchain, Inc. Details
2.5.2 General Blockchain, Inc. Major Business
2.5.3 General Blockchain, Inc. Image Tagging & Annotation Services Product and Solutions
2.5.4 General Blockchain, Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.5.5 General Blockchain, Inc. Recent Developments and Future Plans
2.6 Innovary Technologies
2.6.1 Innovary Technologies Details
2.6.2 Innovary Technologies Major Business
2.6.3 Innovary Technologies Image Tagging & Annotation Services Product and Solutions
2.6.4 Innovary Technologies Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.6.5 Innovary Technologies Recent Developments and Future Plans
2.7 ISHIR
2.7.1 ISHIR Details
2.7.2 ISHIR Major Business
2.7.3 ISHIR Image Tagging & Annotation Services Product and Solutions
2.7.4 ISHIR Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.7.5 ISHIR Recent Developments and Future Plans
2.8 Lionbridge Technologies, Inc.
2.8.1 Lionbridge Technologies, Inc. Details
2.8.2 Lionbridge Technologies, Inc. Major Business
2.8.3 Lionbridge Technologies, Inc. Image Tagging & Annotation Services Product and Solutions
2.8.4 Lionbridge Technologies, Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.8.5 Lionbridge Technologies, Inc. Recent Developments and Future Plans
2.9 Qualitas Global Services B.V
2.9.1 Qualitas Global Services B.V Details
2.9.2 Qualitas Global Services B.V Major Business
2.9.3 Qualitas Global Services B.V Image Tagging & Annotation Services Product and Solutions
2.9.4 Qualitas Global Services B.V Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.9.5 Qualitas Global Services B.V Recent Developments and Future Plans
2.10 SunTec Web Services Pvt. Ltd.
2.10.1 SunTec Web Services Pvt. Ltd. Details
2.10.2 SunTec Web Services Pvt. Ltd. Major Business
2.10.3 SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
2.10.4 SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.10.5 SunTec Web Services Pvt. Ltd. Recent Developments and Future Plans
2.11 Vee Technologies
2.11.1 Vee Technologies Details
2.11.2 Vee Technologies Major Business
2.11.3 Vee Technologies Image Tagging & Annotation Services Product and Solutions
2.11.4 Vee Technologies Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.11.5 Vee Technologies Recent Developments and Future Plans
2.12 Webtunix AI.
2.12.1 Webtunix AI. Details
2.12.2 Webtunix AI. Major Business
2.12.3 Webtunix AI. Image Tagging & Annotation Services Product and Solutions
2.12.4 Webtunix AI. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.12.5 Webtunix AI. Recent Developments and Future Plans
2.13 Bridged Internet Inc.
2.13.1 Bridged Internet Inc. Details
2.13.2 Bridged Internet Inc. Major Business
2.13.3 Bridged Internet Inc. Image Tagging & Annotation Services Product and Solutions
2.13.4 Bridged Internet Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.13.5 Bridged Internet Inc. Recent Developments and Future Plans
2.14 Kognitive Emerging Software Services
2.14.1 Kognitive Emerging Software Services Details
2.14.2 Kognitive Emerging Software Services Major Business
2.14.3 Kognitive Emerging Software Services Image Tagging & Annotation Services Product and Solutions
2.14.4 Kognitive Emerging Software Services Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.14.5 Kognitive Emerging Software Services Recent Developments and Future Plans
2.15 ScaleOps Artificial Intelligence Pvt. Ltd.
2.15.1 ScaleOps Artificial Intelligence Pvt. Ltd. Details
2.15.2 ScaleOps Artificial Intelligence Pvt. Ltd. Major Business
2.15.3 ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
2.15.4 ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.15.5 ScaleOps Artificial Intelligence Pvt. Ltd. Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global Image Tagging & Annotation Services Revenue and Share by Players (2018-2023)
3.2 Market Share Analysis (2022)
3.2.1 Market Share of Image Tagging & Annotation Services by Company Revenue
3.2.2 Top 3 Image Tagging & Annotation Services Players Market Share in 2022
3.2.3 Top 6 Image Tagging & Annotation Services Players Market Share in 2022
3.3 Image Tagging & Annotation Services Market: Overall Company Footprint Analysis
3.3.1 Image Tagging & Annotation Services Market: Region Footprint
3.3.2 Image Tagging & Annotation Services Market: Company Product Type Footprint
3.3.3 Image Tagging & Annotation Services Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global Image Tagging & Annotation Services Consumption Value and Market Share by Type (2018-2023)
4.2 Global Image Tagging & Annotation Services Market Forecast by Type (2024-2029)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2023)
5.2 Global Image Tagging & Annotation Services Market Forecast by Application (2024-2029)
6 NORTH AMERICA
6.1 North America Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
6.2 North America Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
6.3 North America Image Tagging & Annotation Services Market Size by Country
6.3.1 North America Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
6.3.2 United States Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
6.3.3 Canada Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
6.3.4 Mexico Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7 EUROPE
7.1 Europe Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
7.2 Europe Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
7.3 Europe Image Tagging & Annotation Services Market Size by Country
7.3.1 Europe Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
7.3.2 Germany Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.3 France Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.4 United Kingdom Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.5 Russia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.6 Italy Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8 ASIA-PACIFIC
8.1 Asia-Pacific Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
8.2 Asia-Pacific Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
8.3 Asia-Pacific Image Tagging & Annotation Services Market Size by Region
8.3.1 Asia-Pacific Image Tagging & Annotation Services Consumption Value by Region (2018-2029)
8.3.2 China Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.3 Japan Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.4 South Korea Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.5 India Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.6 Southeast Asia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.7 Australia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
9 SOUTH AMERICA
9.1 South America Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
9.2 South America Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
9.3 South America Image Tagging & Annotation Services Market Size by Country
9.3.1 South America Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
9.3.2 Brazil Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
9.3.3 Argentina Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
10.2 Middle East & Africa Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
10.3 Middle East & Africa Image Tagging & Annotation Services Market Size by Country
10.3.1 Middle East & Africa Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
10.3.2 Turkey Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
10.3.3 Saudi Arabia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
10.3.4 UAE Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
11 MARKET DYNAMICS
11.1 Image Tagging & Annotation Services Market Drivers
11.2 Image Tagging & Annotation Services Market Restraints
11.3 Image Tagging & Annotation Services Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
11.5 Influence of COVID-19 and Russia-Ukraine War
11.5.1 Influence of COVID-19
11.5.2 Influence of Russia-Ukraine War
12 INDUSTRY CHAIN ANALYSIS
12.1 Image Tagging & Annotation Services Industry Chain
12.2 Image Tagging & Annotation Services Upstream Analysis
12.3 Image Tagging & Annotation Services Midstream Analysis
12.4 Image Tagging & Annotation Services Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
1.1 Product Overview and Scope of Image Tagging & Annotation Services
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Image Tagging & Annotation Services by Type
1.3.1 Overview: Global Image Tagging & Annotation Services Market Size by Type: 2018 Versus 2022 Versus 2029
1.3.2 Global Image Tagging & Annotation Services Consumption Value Market Share by Type in 2022
1.3.3 Image Classification
1.3.4 Object Recognition
1.3.5 Boundary Recognition
1.4 Global Image Tagging & Annotation Services Market by Application
1.4.1 Overview: Global Image Tagging & Annotation Services Market Size by Application: 2018 Versus 2022 Versus 2029
1.4.2 Automotive
1.4.3 Retail&Commerce
1.4.4 Government&Security
1.4.5 Healthcare
1.4.6 Information Technology
1.4.7 Food&Beverages
1.4.8 Transportation&Logistics
1.5 Global Image Tagging & Annotation Services Market Size & Forecast
1.6 Global Image Tagging & Annotation Services Market Size and Forecast by Region
1.6.1 Global Image Tagging & Annotation Services Market Size by Region: 2018 VS 2022 VS 2029
1.6.2 Global Image Tagging & Annotation Services Market Size by Region, (2018-2029)
1.6.3 North America Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.4 Europe Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.5 Asia-Pacific Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.6 South America Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
1.6.7 Middle East and Africa Image Tagging & Annotation Services Market Size and Prospect (2018-2029)
2 COMPANY PROFILES
2.1 ADEC Innovations
2.1.1 ADEC Innovations Details
2.1.2 ADEC Innovations Major Business
2.1.3 ADEC Innovations Image Tagging & Annotation Services Product and Solutions
2.1.4 ADEC Innovations Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.1.5 ADEC Innovations Recent Developments and Future Plans
2.2 CapeStart Inc.
2.2.1 CapeStart Inc. Details
2.2.2 CapeStart Inc. Major Business
2.2.3 CapeStart Inc. Image Tagging & Annotation Services Product and Solutions
2.2.4 CapeStart Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.2.5 CapeStart Inc. Recent Developments and Future Plans
2.3 Cisio Consulting Private Limited
2.3.1 Cisio Consulting Private Limited Details
2.3.2 Cisio Consulting Private Limited Major Business
2.3.3 Cisio Consulting Private Limited Image Tagging & Annotation Services Product and Solutions
2.3.4 Cisio Consulting Private Limited Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.3.5 Cisio Consulting Private Limited Recent Developments and Future Plans
2.4 clickworker GmbH
2.4.1 clickworker GmbH Details
2.4.2 clickworker GmbH Major Business
2.4.3 clickworker GmbH Image Tagging & Annotation Services Product and Solutions
2.4.4 clickworker GmbH Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.4.5 clickworker GmbH Recent Developments and Future Plans
2.5 General Blockchain, Inc.
2.5.1 General Blockchain, Inc. Details
2.5.2 General Blockchain, Inc. Major Business
2.5.3 General Blockchain, Inc. Image Tagging & Annotation Services Product and Solutions
2.5.4 General Blockchain, Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.5.5 General Blockchain, Inc. Recent Developments and Future Plans
2.6 Innovary Technologies
2.6.1 Innovary Technologies Details
2.6.2 Innovary Technologies Major Business
2.6.3 Innovary Technologies Image Tagging & Annotation Services Product and Solutions
2.6.4 Innovary Technologies Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.6.5 Innovary Technologies Recent Developments and Future Plans
2.7 ISHIR
2.7.1 ISHIR Details
2.7.2 ISHIR Major Business
2.7.3 ISHIR Image Tagging & Annotation Services Product and Solutions
2.7.4 ISHIR Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.7.5 ISHIR Recent Developments and Future Plans
2.8 Lionbridge Technologies, Inc.
2.8.1 Lionbridge Technologies, Inc. Details
2.8.2 Lionbridge Technologies, Inc. Major Business
2.8.3 Lionbridge Technologies, Inc. Image Tagging & Annotation Services Product and Solutions
2.8.4 Lionbridge Technologies, Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.8.5 Lionbridge Technologies, Inc. Recent Developments and Future Plans
2.9 Qualitas Global Services B.V
2.9.1 Qualitas Global Services B.V Details
2.9.2 Qualitas Global Services B.V Major Business
2.9.3 Qualitas Global Services B.V Image Tagging & Annotation Services Product and Solutions
2.9.4 Qualitas Global Services B.V Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.9.5 Qualitas Global Services B.V Recent Developments and Future Plans
2.10 SunTec Web Services Pvt. Ltd.
2.10.1 SunTec Web Services Pvt. Ltd. Details
2.10.2 SunTec Web Services Pvt. Ltd. Major Business
2.10.3 SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
2.10.4 SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.10.5 SunTec Web Services Pvt. Ltd. Recent Developments and Future Plans
2.11 Vee Technologies
2.11.1 Vee Technologies Details
2.11.2 Vee Technologies Major Business
2.11.3 Vee Technologies Image Tagging & Annotation Services Product and Solutions
2.11.4 Vee Technologies Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.11.5 Vee Technologies Recent Developments and Future Plans
2.12 Webtunix AI.
2.12.1 Webtunix AI. Details
2.12.2 Webtunix AI. Major Business
2.12.3 Webtunix AI. Image Tagging & Annotation Services Product and Solutions
2.12.4 Webtunix AI. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.12.5 Webtunix AI. Recent Developments and Future Plans
2.13 Bridged Internet Inc.
2.13.1 Bridged Internet Inc. Details
2.13.2 Bridged Internet Inc. Major Business
2.13.3 Bridged Internet Inc. Image Tagging & Annotation Services Product and Solutions
2.13.4 Bridged Internet Inc. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.13.5 Bridged Internet Inc. Recent Developments and Future Plans
2.14 Kognitive Emerging Software Services
2.14.1 Kognitive Emerging Software Services Details
2.14.2 Kognitive Emerging Software Services Major Business
2.14.3 Kognitive Emerging Software Services Image Tagging & Annotation Services Product and Solutions
2.14.4 Kognitive Emerging Software Services Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.14.5 Kognitive Emerging Software Services Recent Developments and Future Plans
2.15 ScaleOps Artificial Intelligence Pvt. Ltd.
2.15.1 ScaleOps Artificial Intelligence Pvt. Ltd. Details
2.15.2 ScaleOps Artificial Intelligence Pvt. Ltd. Major Business
2.15.3 ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
2.15.4 ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Revenue, Gross Margin and Market Share (2018-2023)
2.15.5 ScaleOps Artificial Intelligence Pvt. Ltd. Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global Image Tagging & Annotation Services Revenue and Share by Players (2018-2023)
3.2 Market Share Analysis (2022)
3.2.1 Market Share of Image Tagging & Annotation Services by Company Revenue
3.2.2 Top 3 Image Tagging & Annotation Services Players Market Share in 2022
3.2.3 Top 6 Image Tagging & Annotation Services Players Market Share in 2022
3.3 Image Tagging & Annotation Services Market: Overall Company Footprint Analysis
3.3.1 Image Tagging & Annotation Services Market: Region Footprint
3.3.2 Image Tagging & Annotation Services Market: Company Product Type Footprint
3.3.3 Image Tagging & Annotation Services Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global Image Tagging & Annotation Services Consumption Value and Market Share by Type (2018-2023)
4.2 Global Image Tagging & Annotation Services Market Forecast by Type (2024-2029)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2023)
5.2 Global Image Tagging & Annotation Services Market Forecast by Application (2024-2029)
6 NORTH AMERICA
6.1 North America Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
6.2 North America Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
6.3 North America Image Tagging & Annotation Services Market Size by Country
6.3.1 North America Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
6.3.2 United States Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
6.3.3 Canada Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
6.3.4 Mexico Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7 EUROPE
7.1 Europe Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
7.2 Europe Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
7.3 Europe Image Tagging & Annotation Services Market Size by Country
7.3.1 Europe Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
7.3.2 Germany Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.3 France Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.4 United Kingdom Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.5 Russia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
7.3.6 Italy Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8 ASIA-PACIFIC
8.1 Asia-Pacific Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
8.2 Asia-Pacific Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
8.3 Asia-Pacific Image Tagging & Annotation Services Market Size by Region
8.3.1 Asia-Pacific Image Tagging & Annotation Services Consumption Value by Region (2018-2029)
8.3.2 China Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.3 Japan Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.4 South Korea Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.5 India Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.6 Southeast Asia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
8.3.7 Australia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
9 SOUTH AMERICA
9.1 South America Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
9.2 South America Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
9.3 South America Image Tagging & Annotation Services Market Size by Country
9.3.1 South America Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
9.3.2 Brazil Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
9.3.3 Argentina Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa Image Tagging & Annotation Services Consumption Value by Type (2018-2029)
10.2 Middle East & Africa Image Tagging & Annotation Services Consumption Value by Application (2018-2029)
10.3 Middle East & Africa Image Tagging & Annotation Services Market Size by Country
10.3.1 Middle East & Africa Image Tagging & Annotation Services Consumption Value by Country (2018-2029)
10.3.2 Turkey Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
10.3.3 Saudi Arabia Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
10.3.4 UAE Image Tagging & Annotation Services Market Size and Forecast (2018-2029)
11 MARKET DYNAMICS
11.1 Image Tagging & Annotation Services Market Drivers
11.2 Image Tagging & Annotation Services Market Restraints
11.3 Image Tagging & Annotation Services Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
11.5 Influence of COVID-19 and Russia-Ukraine War
11.5.1 Influence of COVID-19
11.5.2 Influence of Russia-Ukraine War
12 INDUSTRY CHAIN ANALYSIS
12.1 Image Tagging & Annotation Services Industry Chain
12.2 Image Tagging & Annotation Services Upstream Analysis
12.3 Image Tagging & Annotation Services Midstream Analysis
12.4 Image Tagging & Annotation Services Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
LIST OF TABLES
Table 1. Global Image Tagging & Annotation Services Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Table 2. Global Image Tagging & Annotation Services Consumption Value by Application, (USD Million), 2018 & 2022 & 2029
Table 3. Global Image Tagging & Annotation Services Consumption Value by Region (2018-2023) & (USD Million)
Table 4. Global Image Tagging & Annotation Services Consumption Value by Region (2024-2029) & (USD Million)
Table 5. ADEC Innovations Company Information, Head Office, and Major Competitors
Table 6. ADEC Innovations Major Business
Table 7. ADEC Innovations Image Tagging & Annotation Services Product and Solutions
Table 8. ADEC Innovations Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 9. ADEC Innovations Recent Developments and Future Plans
Table 10. CapeStart Inc. Company Information, Head Office, and Major Competitors
Table 11. CapeStart Inc. Major Business
Table 12. CapeStart Inc. Image Tagging & Annotation Services Product and Solutions
Table 13. CapeStart Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 14. CapeStart Inc. Recent Developments and Future Plans
Table 15. Cisio Consulting Private Limited Company Information, Head Office, and Major Competitors
Table 16. Cisio Consulting Private Limited Major Business
Table 17. Cisio Consulting Private Limited Image Tagging & Annotation Services Product and Solutions
Table 18. Cisio Consulting Private Limited Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 19. Cisio Consulting Private Limited Recent Developments and Future Plans
Table 20. clickworker GmbH Company Information, Head Office, and Major Competitors
Table 21. clickworker GmbH Major Business
Table 22. clickworker GmbH Image Tagging & Annotation Services Product and Solutions
Table 23. clickworker GmbH Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 24. clickworker GmbH Recent Developments and Future Plans
Table 25. General Blockchain, Inc. Company Information, Head Office, and Major Competitors
Table 26. General Blockchain, Inc. Major Business
Table 27. General Blockchain, Inc. Image Tagging & Annotation Services Product and Solutions
Table 28. General Blockchain, Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 29. General Blockchain, Inc. Recent Developments and Future Plans
Table 30. Innovary Technologies Company Information, Head Office, and Major Competitors
Table 31. Innovary Technologies Major Business
Table 32. Innovary Technologies Image Tagging & Annotation Services Product and Solutions
Table 33. Innovary Technologies Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 34. Innovary Technologies Recent Developments and Future Plans
Table 35. ISHIR Company Information, Head Office, and Major Competitors
Table 36. ISHIR Major Business
Table 37. ISHIR Image Tagging & Annotation Services Product and Solutions
Table 38. ISHIR Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 39. ISHIR Recent Developments and Future Plans
Table 40. Lionbridge Technologies, Inc. Company Information, Head Office, and Major Competitors
Table 41. Lionbridge Technologies, Inc. Major Business
Table 42. Lionbridge Technologies, Inc. Image Tagging & Annotation Services Product and Solutions
Table 43. Lionbridge Technologies, Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 44. Lionbridge Technologies, Inc. Recent Developments and Future Plans
Table 45. Qualitas Global Services B.V Company Information, Head Office, and Major Competitors
Table 46. Qualitas Global Services B.V Major Business
Table 47. Qualitas Global Services B.V Image Tagging & Annotation Services Product and Solutions
Table 48. Qualitas Global Services B.V Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 49. Qualitas Global Services B.V Recent Developments and Future Plans
Table 50. SunTec Web Services Pvt. Ltd. Company Information, Head Office, and Major Competitors
Table 51. SunTec Web Services Pvt. Ltd. Major Business
Table 52. SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
Table 53. SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 54. SunTec Web Services Pvt. Ltd. Recent Developments and Future Plans
Table 55. Vee Technologies Company Information, Head Office, and Major Competitors
Table 56. Vee Technologies Major Business
Table 57. Vee Technologies Image Tagging & Annotation Services Product and Solutions
Table 58. Vee Technologies Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 59. Vee Technologies Recent Developments and Future Plans
Table 60. Webtunix AI. Company Information, Head Office, and Major Competitors
Table 61. Webtunix AI. Major Business
Table 62. Webtunix AI. Image Tagging & Annotation Services Product and Solutions
Table 63. Webtunix AI. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 64. Webtunix AI. Recent Developments and Future Plans
Table 65. Bridged Internet Inc. Company Information, Head Office, and Major Competitors
Table 66. Bridged Internet Inc. Major Business
Table 67. Bridged Internet Inc. Image Tagging & Annotation Services Product and Solutions
Table 68. Bridged Internet Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 69. Bridged Internet Inc. Recent Developments and Future Plans
Table 70. Kognitive Emerging Software Services Company Information, Head Office, and Major Competitors
Table 71. Kognitive Emerging Software Services Major Business
Table 72. Kognitive Emerging Software Services Image Tagging & Annotation Services Product and Solutions
Table 73. Kognitive Emerging Software Services Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 74. Kognitive Emerging Software Services Recent Developments and Future Plans
Table 75. ScaleOps Artificial Intelligence Pvt. Ltd. Company Information, Head Office, and Major Competitors
Table 76. ScaleOps Artificial Intelligence Pvt. Ltd. Major Business
Table 77. ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
Table 78. ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 79. ScaleOps Artificial Intelligence Pvt. Ltd. Recent Developments and Future Plans
Table 80. Global Image Tagging & Annotation Services Revenue (USD Million) by Players (2018-2023)
Table 81. Global Image Tagging & Annotation Services Revenue Share by Players (2018-2023)
Table 82. Breakdown of Image Tagging & Annotation Services by Company Type (Tier 1, Tier 2, and Tier 3)
Table 83. Market Position of Players in Image Tagging & Annotation Services, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2022
Table 84. Head Office of Key Image Tagging & Annotation Services Players
Table 85. Image Tagging & Annotation Services Market: Company Product Type Footprint
Table 86. Image Tagging & Annotation Services Market: Company Product Application Footprint
Table 87. Image Tagging & Annotation Services New Market Entrants and Barriers to Market Entry
Table 88. Image Tagging & Annotation Services Mergers, Acquisition, Agreements, and Collaborations
Table 89. Global Image Tagging & Annotation Services Consumption Value (USD Million) by Type (2018-2023)
Table 90. Global Image Tagging & Annotation Services Consumption Value Share by Type (2018-2023)
Table 91. Global Image Tagging & Annotation Services Consumption Value Forecast by Type (2024-2029)
Table 92. Global Image Tagging & Annotation Services Consumption Value by Application (2018-2023)
Table 93. Global Image Tagging & Annotation Services Consumption Value Forecast by Application (2024-2029)
Table 94. North America Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 95. North America Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 96. North America Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 97. North America Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 98. North America Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 99. North America Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 100. Europe Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 101. Europe Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 102. Europe Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 103. Europe Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 104. Europe Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 105. Europe Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 106. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 107. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 108. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 109. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 110. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Region (2018-2023) & (USD Million)
Table 111. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Region (2024-2029) & (USD Million)
Table 112. South America Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 113. South America Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 114. South America Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 115. South America Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 116. South America Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 117. South America Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 118. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 119. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 120. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 121. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 122. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 123. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 124. Image Tagging & Annotation Services Raw Material
Table 125. Key Suppliers of Image Tagging & Annotation Services Raw Materials
Table 1. Global Image Tagging & Annotation Services Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Table 2. Global Image Tagging & Annotation Services Consumption Value by Application, (USD Million), 2018 & 2022 & 2029
Table 3. Global Image Tagging & Annotation Services Consumption Value by Region (2018-2023) & (USD Million)
Table 4. Global Image Tagging & Annotation Services Consumption Value by Region (2024-2029) & (USD Million)
Table 5. ADEC Innovations Company Information, Head Office, and Major Competitors
Table 6. ADEC Innovations Major Business
Table 7. ADEC Innovations Image Tagging & Annotation Services Product and Solutions
Table 8. ADEC Innovations Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 9. ADEC Innovations Recent Developments and Future Plans
Table 10. CapeStart Inc. Company Information, Head Office, and Major Competitors
Table 11. CapeStart Inc. Major Business
Table 12. CapeStart Inc. Image Tagging & Annotation Services Product and Solutions
Table 13. CapeStart Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 14. CapeStart Inc. Recent Developments and Future Plans
Table 15. Cisio Consulting Private Limited Company Information, Head Office, and Major Competitors
Table 16. Cisio Consulting Private Limited Major Business
Table 17. Cisio Consulting Private Limited Image Tagging & Annotation Services Product and Solutions
Table 18. Cisio Consulting Private Limited Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 19. Cisio Consulting Private Limited Recent Developments and Future Plans
Table 20. clickworker GmbH Company Information, Head Office, and Major Competitors
Table 21. clickworker GmbH Major Business
Table 22. clickworker GmbH Image Tagging & Annotation Services Product and Solutions
Table 23. clickworker GmbH Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 24. clickworker GmbH Recent Developments and Future Plans
Table 25. General Blockchain, Inc. Company Information, Head Office, and Major Competitors
Table 26. General Blockchain, Inc. Major Business
Table 27. General Blockchain, Inc. Image Tagging & Annotation Services Product and Solutions
Table 28. General Blockchain, Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 29. General Blockchain, Inc. Recent Developments and Future Plans
Table 30. Innovary Technologies Company Information, Head Office, and Major Competitors
Table 31. Innovary Technologies Major Business
Table 32. Innovary Technologies Image Tagging & Annotation Services Product and Solutions
Table 33. Innovary Technologies Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 34. Innovary Technologies Recent Developments and Future Plans
Table 35. ISHIR Company Information, Head Office, and Major Competitors
Table 36. ISHIR Major Business
Table 37. ISHIR Image Tagging & Annotation Services Product and Solutions
Table 38. ISHIR Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 39. ISHIR Recent Developments and Future Plans
Table 40. Lionbridge Technologies, Inc. Company Information, Head Office, and Major Competitors
Table 41. Lionbridge Technologies, Inc. Major Business
Table 42. Lionbridge Technologies, Inc. Image Tagging & Annotation Services Product and Solutions
Table 43. Lionbridge Technologies, Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 44. Lionbridge Technologies, Inc. Recent Developments and Future Plans
Table 45. Qualitas Global Services B.V Company Information, Head Office, and Major Competitors
Table 46. Qualitas Global Services B.V Major Business
Table 47. Qualitas Global Services B.V Image Tagging & Annotation Services Product and Solutions
Table 48. Qualitas Global Services B.V Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 49. Qualitas Global Services B.V Recent Developments and Future Plans
Table 50. SunTec Web Services Pvt. Ltd. Company Information, Head Office, and Major Competitors
Table 51. SunTec Web Services Pvt. Ltd. Major Business
Table 52. SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
Table 53. SunTec Web Services Pvt. Ltd. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 54. SunTec Web Services Pvt. Ltd. Recent Developments and Future Plans
Table 55. Vee Technologies Company Information, Head Office, and Major Competitors
Table 56. Vee Technologies Major Business
Table 57. Vee Technologies Image Tagging & Annotation Services Product and Solutions
Table 58. Vee Technologies Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 59. Vee Technologies Recent Developments and Future Plans
Table 60. Webtunix AI. Company Information, Head Office, and Major Competitors
Table 61. Webtunix AI. Major Business
Table 62. Webtunix AI. Image Tagging & Annotation Services Product and Solutions
Table 63. Webtunix AI. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 64. Webtunix AI. Recent Developments and Future Plans
Table 65. Bridged Internet Inc. Company Information, Head Office, and Major Competitors
Table 66. Bridged Internet Inc. Major Business
Table 67. Bridged Internet Inc. Image Tagging & Annotation Services Product and Solutions
Table 68. Bridged Internet Inc. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 69. Bridged Internet Inc. Recent Developments and Future Plans
Table 70. Kognitive Emerging Software Services Company Information, Head Office, and Major Competitors
Table 71. Kognitive Emerging Software Services Major Business
Table 72. Kognitive Emerging Software Services Image Tagging & Annotation Services Product and Solutions
Table 73. Kognitive Emerging Software Services Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 74. Kognitive Emerging Software Services Recent Developments and Future Plans
Table 75. ScaleOps Artificial Intelligence Pvt. Ltd. Company Information, Head Office, and Major Competitors
Table 76. ScaleOps Artificial Intelligence Pvt. Ltd. Major Business
Table 77. ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Product and Solutions
Table 78. ScaleOps Artificial Intelligence Pvt. Ltd. Image Tagging & Annotation Services Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 79. ScaleOps Artificial Intelligence Pvt. Ltd. Recent Developments and Future Plans
Table 80. Global Image Tagging & Annotation Services Revenue (USD Million) by Players (2018-2023)
Table 81. Global Image Tagging & Annotation Services Revenue Share by Players (2018-2023)
Table 82. Breakdown of Image Tagging & Annotation Services by Company Type (Tier 1, Tier 2, and Tier 3)
Table 83. Market Position of Players in Image Tagging & Annotation Services, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2022
Table 84. Head Office of Key Image Tagging & Annotation Services Players
Table 85. Image Tagging & Annotation Services Market: Company Product Type Footprint
Table 86. Image Tagging & Annotation Services Market: Company Product Application Footprint
Table 87. Image Tagging & Annotation Services New Market Entrants and Barriers to Market Entry
Table 88. Image Tagging & Annotation Services Mergers, Acquisition, Agreements, and Collaborations
Table 89. Global Image Tagging & Annotation Services Consumption Value (USD Million) by Type (2018-2023)
Table 90. Global Image Tagging & Annotation Services Consumption Value Share by Type (2018-2023)
Table 91. Global Image Tagging & Annotation Services Consumption Value Forecast by Type (2024-2029)
Table 92. Global Image Tagging & Annotation Services Consumption Value by Application (2018-2023)
Table 93. Global Image Tagging & Annotation Services Consumption Value Forecast by Application (2024-2029)
Table 94. North America Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 95. North America Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 96. North America Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 97. North America Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 98. North America Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 99. North America Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 100. Europe Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 101. Europe Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 102. Europe Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 103. Europe Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 104. Europe Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 105. Europe Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 106. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 107. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 108. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 109. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 110. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Region (2018-2023) & (USD Million)
Table 111. Asia-Pacific Image Tagging & Annotation Services Consumption Value by Region (2024-2029) & (USD Million)
Table 112. South America Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 113. South America Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 114. South America Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 115. South America Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 116. South America Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 117. South America Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 118. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Type (2018-2023) & (USD Million)
Table 119. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Type (2024-2029) & (USD Million)
Table 120. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Application (2018-2023) & (USD Million)
Table 121. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Application (2024-2029) & (USD Million)
Table 122. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Country (2018-2023) & (USD Million)
Table 123. Middle East & Africa Image Tagging & Annotation Services Consumption Value by Country (2024-2029) & (USD Million)
Table 124. Image Tagging & Annotation Services Raw Material
Table 125. Key Suppliers of Image Tagging & Annotation Services Raw Materials
LIST OF FIGURES
Figure 1. Image Tagging & Annotation Services Picture
Figure 2. Global Image Tagging & Annotation Services Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 3. Global Image Tagging & Annotation Services Consumption Value Market Share by Type in 2022
Figure 4. Image Classification
Figure 5. Object Recognition
Figure 6. Boundary Recognition
Figure 7. Global Image Tagging & Annotation Services Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 8. Image Tagging & Annotation Services Consumption Value Market Share by Application in 2022
Figure 9. Automotive Picture
Figure 10. Retail&Commerce Picture
Figure 11. Government&Security Picture
Figure 12. Healthcare Picture
Figure 13. Information Technology Picture
Figure 14. Food&Beverages Picture
Figure 15. Transportation&Logistics Picture
Figure 16. Global Image Tagging & Annotation Services Consumption Value, (USD Million): 2018 & 2022 & 2029
Figure 17. Global Image Tagging & Annotation Services Consumption Value and Forecast (2018-2029) & (USD Million)
Figure 18. Global Market Image Tagging & Annotation Services Consumption Value (USD Million) Comparison by Region (2018 & 2022 & 2029)
Figure 19. Global Image Tagging & Annotation Services Consumption Value Market Share by Region (2018-2029)
Figure 20. Global Image Tagging & Annotation Services Consumption Value Market Share by Region in 2022
Figure 21. North America Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 22. Europe Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 23. Asia-Pacific Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 24. South America Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 25. Middle East and Africa Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 26. Global Image Tagging & Annotation Services Revenue Share by Players in 2022
Figure 27. Image Tagging & Annotation Services Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2022
Figure 28. Global Top 3 Players Image Tagging & Annotation Services Market Share in 2022
Figure 29. Global Top 6 Players Image Tagging & Annotation Services Market Share in 2022
Figure 30. Global Image Tagging & Annotation Services Consumption Value Share by Type (2018-2023)
Figure 31. Global Image Tagging & Annotation Services Market Share Forecast by Type (2024-2029)
Figure 32. Global Image Tagging & Annotation Services Consumption Value Share by Application (2018-2023)
Figure 33. Global Image Tagging & Annotation Services Market Share Forecast by Application (2024-2029)
Figure 34. North America Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 35. North America Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 36. North America Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 37. United States Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 38. Canada Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 39. Mexico Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 40. Europe Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 41. Europe Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 42. Europe Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 43. Germany Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 44. France Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 45. United Kingdom Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 46. Russia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 47. Italy Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 48. Asia-Pacific Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 49. Asia-Pacific Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 50. Asia-Pacific Image Tagging & Annotation Services Consumption Value Market Share by Region (2018-2029)
Figure 51. China Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 52. Japan Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 53. South Korea Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 54. India Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 55. Southeast Asia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 56. Australia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 57. South America Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 58. South America Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 59. South America Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 60. Brazil Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 61. Argentina Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 62. Middle East and Africa Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 63. Middle East and Africa Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 64. Middle East and Africa Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 65. Turkey Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 66. Saudi Arabia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 67. UAE Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 68. Image Tagging & Annotation Services Market Drivers
Figure 69. Image Tagging & Annotation Services Market Restraints
Figure 70. Image Tagging & Annotation Services Market Trends
Figure 71. Porters Five Forces Analysis
Figure 72. Manufacturing Cost Structure Analysis of Image Tagging & Annotation Services in 2022
Figure 73. Manufacturing Process Analysis of Image Tagging & Annotation Services
Figure 74. Image Tagging & Annotation Services Industrial Chain
Figure 75. Methodology
Figure 76. Research Process and Data Source
Figure 1. Image Tagging & Annotation Services Picture
Figure 2. Global Image Tagging & Annotation Services Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 3. Global Image Tagging & Annotation Services Consumption Value Market Share by Type in 2022
Figure 4. Image Classification
Figure 5. Object Recognition
Figure 6. Boundary Recognition
Figure 7. Global Image Tagging & Annotation Services Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 8. Image Tagging & Annotation Services Consumption Value Market Share by Application in 2022
Figure 9. Automotive Picture
Figure 10. Retail&Commerce Picture
Figure 11. Government&Security Picture
Figure 12. Healthcare Picture
Figure 13. Information Technology Picture
Figure 14. Food&Beverages Picture
Figure 15. Transportation&Logistics Picture
Figure 16. Global Image Tagging & Annotation Services Consumption Value, (USD Million): 2018 & 2022 & 2029
Figure 17. Global Image Tagging & Annotation Services Consumption Value and Forecast (2018-2029) & (USD Million)
Figure 18. Global Market Image Tagging & Annotation Services Consumption Value (USD Million) Comparison by Region (2018 & 2022 & 2029)
Figure 19. Global Image Tagging & Annotation Services Consumption Value Market Share by Region (2018-2029)
Figure 20. Global Image Tagging & Annotation Services Consumption Value Market Share by Region in 2022
Figure 21. North America Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 22. Europe Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 23. Asia-Pacific Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 24. South America Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 25. Middle East and Africa Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 26. Global Image Tagging & Annotation Services Revenue Share by Players in 2022
Figure 27. Image Tagging & Annotation Services Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2022
Figure 28. Global Top 3 Players Image Tagging & Annotation Services Market Share in 2022
Figure 29. Global Top 6 Players Image Tagging & Annotation Services Market Share in 2022
Figure 30. Global Image Tagging & Annotation Services Consumption Value Share by Type (2018-2023)
Figure 31. Global Image Tagging & Annotation Services Market Share Forecast by Type (2024-2029)
Figure 32. Global Image Tagging & Annotation Services Consumption Value Share by Application (2018-2023)
Figure 33. Global Image Tagging & Annotation Services Market Share Forecast by Application (2024-2029)
Figure 34. North America Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 35. North America Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 36. North America Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 37. United States Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 38. Canada Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 39. Mexico Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 40. Europe Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 41. Europe Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 42. Europe Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 43. Germany Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 44. France Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 45. United Kingdom Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 46. Russia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 47. Italy Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 48. Asia-Pacific Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 49. Asia-Pacific Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 50. Asia-Pacific Image Tagging & Annotation Services Consumption Value Market Share by Region (2018-2029)
Figure 51. China Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 52. Japan Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 53. South Korea Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 54. India Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 55. Southeast Asia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 56. Australia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 57. South America Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 58. South America Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 59. South America Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 60. Brazil Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 61. Argentina Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 62. Middle East and Africa Image Tagging & Annotation Services Consumption Value Market Share by Type (2018-2029)
Figure 63. Middle East and Africa Image Tagging & Annotation Services Consumption Value Market Share by Application (2018-2029)
Figure 64. Middle East and Africa Image Tagging & Annotation Services Consumption Value Market Share by Country (2018-2029)
Figure 65. Turkey Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 66. Saudi Arabia Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 67. UAE Image Tagging & Annotation Services Consumption Value (2018-2029) & (USD Million)
Figure 68. Image Tagging & Annotation Services Market Drivers
Figure 69. Image Tagging & Annotation Services Market Restraints
Figure 70. Image Tagging & Annotation Services Market Trends
Figure 71. Porters Five Forces Analysis
Figure 72. Manufacturing Cost Structure Analysis of Image Tagging & Annotation Services in 2022
Figure 73. Manufacturing Process Analysis of Image Tagging & Annotation Services
Figure 74. Image Tagging & Annotation Services Industrial Chain
Figure 75. Methodology
Figure 76. Research Process and Data Source
