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Global Data Labeling Solution and Services Market Size study, by Sourcing Type (In-House, Outsourced), by Type (Text, Image/Video, Audio), by Labeling Type (Manual, Semi-supervised, Automatic), by Vertical (IT, Automotive, Government, Healthcare, Financial Services, Retail, Others, Commercial) and Regional Forecasts 2022-2028

April 2022 | 200 pages | ID: GB46E1B3C97EEN
Bizwit Research & Consulting LLP

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Global Data Labeling Solution and Services Market
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

LIST OF TABLES

TABLE 1. Global Data Labeling Solution and Services Market, report scope
TABLE 2. Global Data Labeling Solution and Services Market estimates & forecasts by Region 2019-2028 (USD Billion)
TABLE 3. Global Data Labeling Solution and Services Market estimates & forecasts by Sourcing Type 2019-2028 (USD Billion)
TABLE 4. Global Data Labeling Solution and Services Market estimates & forecasts by Type 2019-2028 (USD Billion)
TABLE 5. Global Data Labeling Solution and Services Market estimates & forecasts by Labeling Type 2019-2028 (USD Billion)
TABLE 6. Global Data Labeling Solution and Services Market estimates & forecasts by Vertical 2019-2028 (USD Billion)

TABLE 7. Global Data Labeling Solution and Services Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 8. Global Data Labeling Solution and Services Market by region, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 9. Global Data Labeling Solution and Services Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 10. Global Data Labeling Solution and Services Market by region, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 11. Global Data Labeling Solution and Services Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 12. Global Data Labeling Solution and Services Market by region, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 13. Global Data Labeling Solution and Services Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 14. Global Data Labeling Solution and Services Market by region, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 15. Global Data Labeling Solution and Services Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 16. Global Data Labeling Solution and Services Market by region, estimates & forecasts, 2019-2028 (USD Billion)
TABLE 17. U.S. Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 18. U.S. Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 19. U.S. Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 20. Canada Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 21. Canada Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 22. Canada Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 23. UK Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 24. UK Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 25. UK Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 26. Germany Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 27. Germany Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 28. Germany Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 29. RoE Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 30. RoE Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 31. RoE Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 32. China Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 33. China Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 34. China Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 35. India Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 36. India Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 37. India Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 38. Japan Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 39. Japan Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 40. Japan Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 41. RoAPAC Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 42. RoAPAC Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 43. RoAPAC Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 44. Brazil Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 45. Brazil Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 46. Brazil Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 47. Mexico Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 48. Mexico Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 49. Mexico Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 50. RoLA Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 51. RoLA Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 52. RoLA Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 53. Row Data Labeling Solution and Services Market estimates & forecasts, 2019-2028 (USD Billion)
TABLE 54. Row Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 55. Row Data Labeling Solution and Services Market estimates & forecasts by segment 2019-2028 (USD Billion)
TABLE 56. List of secondary sources, used in the study of global Data Labeling Solution and Services Market
TABLE 57. List of primary sources, used in the study of global Data Labeling Solution and Services Market
TABLE 58. Years considered for the study
TABLE 59. Exchange rates considered

LIST OF FIGURES

FIG 1. Global Data Labeling Solution and Services Market, research methodology
FIG 2. Global Data Labeling Solution and Services Market, market estimation techniques
FIG 3. Global market size estimates & forecast methods
FIG 4. Global Data Labeling Solution and Services Market, key trends 2021
FIG 5. Global Data Labeling Solution and Services Market, growth prospects 2022-2028
FIG 6. Global Data Labeling Solution and Services Market, porters 5 force model
FIG 7. Global Data Labeling Solution and Services Market, pest analysis
FIG 8. Global Data Labeling Solution and Services Market, value chain analysis
FIG 9. Global Data Labeling Solution and Services Market by segment, 2019 & 2028 (USD Billion)
FIG 10. Global Data Labeling Solution and Services Market by segment, 2019 & 2028 (USD Billion)
FIG 11. Global Data Labeling Solution and Services Market by segment, 2019 & 2028 (USD Billion)
FIG 12. Global Data Labeling Solution and Services Market by segment, 2019 & 2028 (USD Billion)
FIG 13. Global Data Labeling Solution and Services Market by segment, 2019 & 2028 (USD Billion)
FIG 14. Global Data Labeling Solution and Services Market, regional snapshot 2019 & 2028
FIG 15. North America Data Labeling Solution and Services Market 2019 & 2028 (USD Billion)
FIG 16. Europe Data Labeling Solution and Services Market 2019 & 2028 (USD Billion)
FIG 17. Asia pacific Data Labeling Solution and Services Market 2019 & 2028 (USD Billion)
FIG 18. Latin America Data Labeling Solution and Services Market 2019 & 2028 (USD Billion)
FIG 19. Global Data Labeling Solution and Services Market, company market share analysis (2021)


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