Global Data Labeling Solution and Services Market
Table of Contents
Chapter 1. Executive Summary
- 1.1. Market Snapshot
- 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2028 (USD Billion)
- 1.2.1. Data Labeling Solutions and Services Market, by Region, 2020-2028 (USD Billion)
- 1.2.2. Data Labeling Solutions and Services Market, by Sourcing Type, 2020-2028 (USD Billion)
- 1.2.3. Data Labeling Solutions and Services Market, by Type, 2020-2028 (USD Billion)
- 1.2.4. Data Labeling Solutions and Services Market, by Labeling Type, 2020-2028 (USD Billion)
- 1.2.5. Data Labeling Solutions and Services Market, by Vertical, 2020-2028 (USD Billion)
- 1.3. Key Trends
- 1.4. Estimation Methodology
- 1.5. Research Assumption
Chapter 2. Global Data Labeling Solutions and Service Market Definition and Scope
- 2.1. Objective of the Study
- 2.2. Market Definition & Scope
- 2.2.1. Scope of the Study
- 2.2.2. Industry Evolution
- 2.3. Years Considered for the Study
- 2.4. Currency Conversion Rates
Chapter 3. Global Data Labeling Solution and Services Market Dynamics
- 3.1. Data Labeling Solution and Services Market Impact Analysis (2020-2028)
- 3.1.1. Market Drivers
- 3.1.1.1. Rise in demand for Data labelling tools and workflow trends
- 3.1.1.2. Rising popularity of AI and machine learning
- 3.1.1.3. Integration of AI in healthcare
- 3.1.2. Market Challenges
- 3.1.2.1. Lack of awareness and skill persons
- 3.1.2.2. Manual tagging of complex images comes at a high price
- 3.1.3. Market Opportunities
- 3.1.3.1. Rising pace of medical labeling for Diagnostic AI
Chapter 4. Global Data Labeling Solution and Services Market Industry Analysis
- 4.1. Porter's 5 Force Model
- 4.1.1. Bargaining Power of Suppliers
- 4.1.2. Bargaining Power of Buyers
- 4.1.3. Threat of New Entrants
- 4.1.4. Threat of Substitutes
- 4.1.5. Competitive Rivalry
- 4.1.6. Futuristic Approach to Porter's 5 Force Model (2019-2028)
- 4.2. PEST Analysis
- 4.2.1. Political
- 4.2.2. Economical
- 4.2.3. Social
- 4.2.4. Technological
- 4.3. Investment Adoption Model
- 4.4. Analyst Recommendation & Conclusion
- 4.5. Top investment opportunity
- 4.6. Top winning strategies
Chapter 5. Risk Assessment: COVID-19 Impact
- 5.1.1. Assessment of the overall impact of COVID-19 on the industry
- 5.1.2. Pre COVID-19 and post COVID-19 market scenario
Chapter 6. Global Data Labeling Solution and Services Market, by Sourcing Type
- 6.1. Market Snapshot
- 6.2. Global Data Labeling Solution and Services Market by Sourcing Type, Performance - Potential Analysis
- 6.3. Global Data Labeling Solution and Services Market Estimates & Forecasts by Sourcing Type, 2019-2028 (USD Billion)
- 6.4. Data Labeling Solution and Services Market, Sub Segment Analysis
- 6.4.1 In-House
- 6.4.2 Outsourced
Chapter 7. Global Data Labeling Solution and Services Market, by Type
- 7.1. Market Snapshot
- 7.2. Global Data Labeling Solution and Services Market by Type, Performance - Potential Analysis
- 7.3. Global Data Labeling Solution and Services Market Estimates & Forecasts by Type, 2019-2028 (USD Billion)
- 7.4. Data Labeling Solution and Services Market, Sub Segment Analysis
- 7.4.1 Text
- 7.4.2 Image/Video
- 7.4.3 Audio
Chapter 8. Global Data Labeling Solution and Services Market, by Labeling Type
- 8.1. Market Snapshot
- 8.2. Global Data Labeling Solution and Services Market by Labeling Type, Performance - Potential Analysis
- 8.3. Global Data Labeling Solution and Services Market Estimates & Forecasts by Labeling Type, 2019-2028 (USD Billion)
- 8.4. Data Labeling Solution and Services Market, Sub Segment Analysis
- 8.4.1 Manual
- 8.4.2 Semi-Supervised
- 8.4.3 Automatic
Chapter 9. Global Data Labeling Solution and Services Market, by Vertical
- 9.1. Market Snapshot
- 9.2. Global Data Labeling Solution and Services Market by Vertical, Performance - Potential Analysis
- 9.3. Global Data Labeling Solution and Services Market Estimates & Forecasts by Vertical, 2019-2028 (USD Billion)
- 9.4. Data Labeling Solution and Services Market, Sub Segment Analysis
- 9.4.1 IT
- 9.4.2 Automotive
- 9.4.3 Government
- 9.4.4 Healthcare
- 9.4.5 Financial Services
- 9.4.6 Retail
- 9.4.7 Others
- 9.4.8 Commercial
Chapter 10. Global Data Labeling Solution and Services Market, Regional Analysis
- 10.1. Data Labeling Solution and Services Market, Regional Market Snapshot
- 10.2. North America Data Labeling Solution and Services Market
- 10.2.1. U.S. Data Labeling Solution and Services Market
- 10.2.1.1. Sourcing Type breakdown estimates & forecasts, 2019-2028
- 10.2.1.2. Type breakdown estimates & forecasts, 2019-2028
- 10.2.1.3. Labeling Type breakdown estimates & forecasts, 2019-2028
- 10.2.1.4. Vertical breakdown estimates & forecasts, 2019-2028
- 10.2.2. Canada Data Labeling Solution and Services Market
- 10.3. Europe Data Labeling Solution and Services Market Snapshot
- 10.3.1. U.K. Data Labeling Solution and Services Market
- 10.3.2. Germany Data Labeling Solution and Services Market
- 10.3.3. France Data Labeling Solution and Services Market
- 10.3.4. Spain Data Labeling Solution and Services Market
- 10.3.5. Italy Data Labeling Solution and Services Market
- 10.3.6. Rest of Europe Data Labeling Solution and Services Market
- 10.4. Asia-Pacific Data Labeling Solution and Services Market Snapshot
- 10.4.1. China Data Labeling Solution and Services Market
- 10.4.2. India Data Labeling Solution and Services Market
- 10.4.3. Japan Data Labeling Solution and Services Market
- 10.4.4. Australia Data Labeling Solution and Services Market
- 10.4.5. South Korea Data Labeling Solution and Services Market
- 10.4.6. Rest of Asia Pacific Data Labeling Solution and Services Market
- 10.5. Latin America Data Labeling Solution and Services Market Snapshot
- 10.5.1. Brazil Data Labeling Solution and Services Market
- 10.5.2. Mexico Data Labeling Solution and Services Market
- 10.6. Rest of The World Data Labeling Solution and Services Market
Chapter 11. Competitive Intelligence
- 11.1. Top Market Strategies
- 11.2. Company Profiles
- 11.2.1. edgecase,ai
- 11.2.1.1. Key Information
- 11.2.1.2. Overview
- 11.2.1.3. Financial (Subject to Data Availability)
- 11.2.1.4. Product Summary
- 11.2.1.5. Recent Developments
- 11.2.2. Alegion
- 11.2.3. Amazon Mechanical Turk, In.
- 11.2.4. Appen Limited
- 11.2.5. Clickworker GmbH
- 11.2.6. CloudApp
- 11.2.7. CloudFactory Limited
- 11.2.8. Cogito Tech LLC
- 11.2.9. Crowdworks, Inc.
- 11.2.10. Deep Systems, LLC
, LLC
Chapter 12. Research Process
- 12.1. Research Process
- 12.1.1. Data Mining
- 12.1.2. Analysis
- 12.1.3. Market Estimation
- 12.1.4. Validation
- 12.1.5. Publishing
- 12.2. Research Attributes
- 12.3. Research Assumption