Data Collection and Labeling Market 2028 By Data Type, Vertical and Geography | The Insight Partners

Data Collection and Labeling Market Forecast to 2028 - COVID-19 Impact and Global Analysis by Data Type (Text, Image/Video, Audio); Vertical (Information Technology, Automotive, Government, Healthcare, BFSI, Retail and E-commerce, Others) and Geography

Report Code: TIPRE00011529 | No. of Pages: 150 | Category: Technology, Media and Telecommunications | Status: Upcoming

MARKET INTRODUCTION

Data collection and labeling tools help training the AI systems in distinguishing information obtained from medical images, containing X-ray, Magnetic Resonance Imaging (MRI), and CT scan images. Data collection and labeling are predicted to play an important part in the healthcare sector as medical imaging uses technology like computer vision to sense patterns and detect the disease or injury.

MARKET DYNAMICS

The increase in the adoption of cloud media services and surge in mobile devices are factors driving data processing technologies such as multilingual speech transcription, data classification, and data labeling. However, inaccuracy in data labeling is the major challenging factor for the data collection and labeling market. Moreover, an increase in technological advancement is anticipated to boost the growth of the data collection and labeling market.

MARKET SCOPE

The "Global Data Collection and Labeling Market Analysis to 2028" is a specialized and in-depth study of the data collection and labeling market with a special focus on the global market trend analysis. The report aims to provide an overview of data collection and labeling market with detailed market segmentation by data type, vertical. The global data collection and labeling market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading data collection and labeling market players and offers key trends and opportunities in the data collection and labeling market.

MARKET SEGMENTATION

The global data collection and labeling market is segmented on the basis of offering, application, industry vertical. On the basis of offering, the market is segmented as data type, vertical. On the basis of data type, the market is segmented as text, image/video, audio. On the basis of vertical, the market is segmented as Information Technology, automotive, government, healthcare, BFSI, retail & e-commerce, others.

REGIONAL FRAMEWORK

The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global data collection and labeling market based on various segments. It also provides market size and forecast estimates from year 2020 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The data collection and labeling market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.

The report analyzes factors affecting data collection and labeling market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South America after evaluating political, economic, social and technological factors effecting the data collection and labeling market in these regions.



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MARKET PLAYERS


The reports cover key developments in the data collection and labeling market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions, and partnership & collaborations. These activities have paved way for expansion of business and customer base of market players. The market players from data collection and labeling market are anticipated to lucrative growth opportunities in the future with the rising demand for data collection and labeling market. Below mentioned is the list of few companies engaged in the data collection and labeling market.

The report also includes the profiles of key data collection and labeling market companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, components and services offered, financial information of last 3 years, key development in past five years.


  •  Alegion Inc.
  •  Appen Limited
  •  BasicAI, Inc
  •  Cogito Tech LLC
  •  Global Technology Solutions
  •  Globalme Localization Inc.
  •  Labelbox, Inc
  •  Playment Inc.
  •  Reality AI
  •  Scale AI, Inc.


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TABLE OF CONTENTS

1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Data Collection And Labeling Market - By Data Type
1.3.2 Data Collection And Labeling Market - By Vertical
1.3.3 Data Collection And Labeling Market - By Region
1.3.3.1 By Country

2. KEY TAKEAWAYS

3. RESEARCH METHODOLOGY

4. DATA COLLECTION AND LABELING MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS

5. DATA COLLECTION AND LABELING MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS

6. DATA COLLECTION AND LABELING MARKET - GLOBAL MARKET ANALYSIS
6.1. DATA COLLECTION AND LABELING - GLOBAL MARKET OVERVIEW
6.2. DATA COLLECTION AND LABELING - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE

7. DATA COLLECTION AND LABELING MARKET - REVENUE AND FORECASTS TO 2028 - DATA TYPE
7.1. OVERVIEW
7.2. DATA TYPE MARKET FORECASTS AND ANALYSIS
7.3. TEXT
7.3.1. Overview
7.3.2. Text Market Forecast and Analysis
7.4. IMAGE/VIDEO
7.4.1. Overview
7.4.2. Image/Video Market Forecast and Analysis
7.5. AUDIO
7.5.1. Overview
7.5.2. Audio Market Forecast and Analysis
8. DATA COLLECTION AND LABELING MARKET - REVENUE AND FORECASTS TO 2028 - VERTICAL
8.1. OVERVIEW
8.2. VERTICAL MARKET FORECASTS AND ANALYSIS
8.3. INFORMATION TECHNOLOGY
8.3.1. Overview
8.3.2. Information Technology Market Forecast and Analysis
8.4. AUTOMOTIVE
8.4.1. Overview
8.4.2. Automotive Market Forecast and Analysis
8.5. GOVERNMENT
8.5.1. Overview
8.5.2. Government Market Forecast and Analysis
8.6. HEALTHCARE
8.6.1. Overview
8.6.2. Healthcare Market Forecast and Analysis
8.7. BFSI
8.7.1. Overview
8.7.2. BFSI Market Forecast and Analysis
8.8. RETAIL AND E-COMMERCE
8.8.1. Overview
8.8.2. Retail and E-commerce Market Forecast and Analysis
8.9. OTHERS
8.9.1. Overview
8.9.2. Others Market Forecast and Analysis

9. DATA COLLECTION AND LABELING MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Data Collection And Labeling Market Overview
9.1.2 North America Data Collection And Labeling Market Forecasts and Analysis
9.1.3 North America Data Collection And Labeling Market Forecasts and Analysis - By Data Type
9.1.4 North America Data Collection And Labeling Market Forecasts and Analysis - By Vertical
9.1.5 North America Data Collection And Labeling Market Forecasts and Analysis - By Countries
9.1.5.1 United States Data Collection And Labeling Market
9.1.5.1.1 United States Data Collection And Labeling Market by Data Type
9.1.5.1.2 United States Data Collection And Labeling Market by Vertical
9.1.5.2 Canada Data Collection And Labeling Market
9.1.5.2.1 Canada Data Collection And Labeling Market by Data Type
9.1.5.2.2 Canada Data Collection And Labeling Market by Vertical
9.1.5.3 Mexico Data Collection And Labeling Market
9.1.5.3.1 Mexico Data Collection And Labeling Market by Data Type
9.1.5.3.2 Mexico Data Collection And Labeling Market by Vertical
9.2. EUROPE
9.2.1 Europe Data Collection And Labeling Market Overview
9.2.2 Europe Data Collection And Labeling Market Forecasts and Analysis
9.2.3 Europe Data Collection And Labeling Market Forecasts and Analysis - By Data Type
9.2.4 Europe Data Collection And Labeling Market Forecasts and Analysis - By Vertical
9.2.5 Europe Data Collection And Labeling Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Data Collection And Labeling Market
9.2.5.1.1 Germany Data Collection And Labeling Market by Data Type
9.2.5.1.2 Germany Data Collection And Labeling Market by Vertical
9.2.5.2 France Data Collection And Labeling Market
9.2.5.2.1 France Data Collection And Labeling Market by Data Type
9.2.5.2.2 France Data Collection And Labeling Market by Vertical
9.2.5.3 Italy Data Collection And Labeling Market
9.2.5.3.1 Italy Data Collection And Labeling Market by Data Type
9.2.5.3.2 Italy Data Collection And Labeling Market by Vertical
9.2.5.4 United Kingdom Data Collection And Labeling Market
9.2.5.4.1 United Kingdom Data Collection And Labeling Market by Data Type
9.2.5.4.2 United Kingdom Data Collection And Labeling Market by Vertical
9.2.5.5 Russia Data Collection And Labeling Market
9.2.5.5.1 Russia Data Collection And Labeling Market by Data Type
9.2.5.5.2 Russia Data Collection And Labeling Market by Vertical
9.2.5.6 Rest of Europe Data Collection And Labeling Market
9.2.5.6.1 Rest of Europe Data Collection And Labeling Market by Data Type
9.2.5.6.2 Rest of Europe Data Collection And Labeling Market by Vertical
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Data Collection And Labeling Market Overview
9.3.2 Asia-Pacific Data Collection And Labeling Market Forecasts and Analysis
9.3.3 Asia-Pacific Data Collection And Labeling Market Forecasts and Analysis - By Data Type
9.3.4 Asia-Pacific Data Collection And Labeling Market Forecasts and Analysis - By Vertical
9.3.5 Asia-Pacific Data Collection And Labeling Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Data Collection And Labeling Market
9.3.5.1.1 Australia Data Collection And Labeling Market by Data Type
9.3.5.1.2 Australia Data Collection And Labeling Market by Vertical
9.3.5.2 China Data Collection And Labeling Market
9.3.5.2.1 China Data Collection And Labeling Market by Data Type
9.3.5.2.2 China Data Collection And Labeling Market by Vertical
9.3.5.3 India Data Collection And Labeling Market
9.3.5.3.1 India Data Collection And Labeling Market by Data Type
9.3.5.3.2 India Data Collection And Labeling Market by Vertical
9.3.5.4 Japan Data Collection And Labeling Market
9.3.5.4.1 Japan Data Collection And Labeling Market by Data Type
9.3.5.4.2 Japan Data Collection And Labeling Market by Vertical
9.3.5.5 South Korea Data Collection And Labeling Market
9.3.5.5.1 South Korea Data Collection And Labeling Market by Data Type
9.3.5.5.2 South Korea Data Collection And Labeling Market by Vertical
9.3.5.6 Rest of Asia-Pacific Data Collection And Labeling Market
9.3.5.6.1 Rest of Asia-Pacific Data Collection And Labeling Market by Data Type
9.3.5.6.2 Rest of Asia-Pacific Data Collection And Labeling Market by Vertical
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Data Collection And Labeling Market Overview
9.4.2 Middle East and Africa Data Collection And Labeling Market Forecasts and Analysis
9.4.3 Middle East and Africa Data Collection And Labeling Market Forecasts and Analysis - By Data Type
9.4.4 Middle East and Africa Data Collection And Labeling Market Forecasts and Analysis - By Vertical
9.4.5 Middle East and Africa Data Collection And Labeling Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Data Collection And Labeling Market
9.4.5.1.1 South Africa Data Collection And Labeling Market by Data Type
9.4.5.1.2 South Africa Data Collection And Labeling Market by Vertical
9.4.5.2 Saudi Arabia Data Collection And Labeling Market
9.4.5.2.1 Saudi Arabia Data Collection And Labeling Market by Data Type
9.4.5.2.2 Saudi Arabia Data Collection And Labeling Market by Vertical
9.4.5.3 U.A.E Data Collection And Labeling Market
9.4.5.3.1 U.A.E Data Collection And Labeling Market by Data Type
9.4.5.3.2 U.A.E Data Collection And Labeling Market by Vertical
9.4.5.4 Rest of Middle East and Africa Data Collection And Labeling Market
9.4.5.4.1 Rest of Middle East and Africa Data Collection And Labeling Market by Data Type
9.4.5.4.2 Rest of Middle East and Africa Data Collection And Labeling Market by Vertical
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Data Collection And Labeling Market Overview
9.5.2 South and Central America Data Collection And Labeling Market Forecasts and Analysis
9.5.3 South and Central America Data Collection And Labeling Market Forecasts and Analysis - By Data Type
9.5.4 South and Central America Data Collection And Labeling Market Forecasts and Analysis - By Vertical
9.5.5 South and Central America Data Collection And Labeling Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Data Collection And Labeling Market
9.5.5.1.1 Brazil Data Collection And Labeling Market by Data Type
9.5.5.1.2 Brazil Data Collection And Labeling Market by Vertical
9.5.5.2 Argentina Data Collection And Labeling Market
9.5.5.2.1 Argentina Data Collection And Labeling Market by Data Type
9.5.5.2.2 Argentina Data Collection And Labeling Market by Vertical
9.5.5.3 Rest of South and Central America Data Collection And Labeling Market
9.5.5.3.1 Rest of South and Central America Data Collection And Labeling Market by Data Type
9.5.5.3.2 Rest of South and Central America Data Collection And Labeling Market by Vertical

10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS

11. DATA COLLECTION AND LABELING MARKET, KEY COMPANY PROFILES
11.1. ALEGION INC.
11.1.1. Key Facts
11.1.2. Business Description
11.1.3. Products and Services
11.1.4. Financial Overview
11.1.5. SWOT Analysis
11.1.6. Key Developments
11.2. APPEN LIMITED
11.2.1. Key Facts
11.2.2. Business Description
11.2.3. Products and Services
11.2.4. Financial Overview
11.2.5. SWOT Analysis
11.2.6. Key Developments
11.3. BASICAI, INC
11.3.1. Key Facts
11.3.2. Business Description
11.3.3. Products and Services
11.3.4. Financial Overview
11.3.5. SWOT Analysis
11.3.6. Key Developments
11.4. COGITO TECH LLC
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. GLOBAL TECHNOLOGY SOLUTIONS
11.5.1. Key Facts
11.5.2. Business Description
11.5.3. Products and Services
11.5.4. Financial Overview
11.5.5. SWOT Analysis
11.5.6. Key Developments
11.6. GLOBALME LOCALIZATION INC.
11.6.1. Key Facts
11.6.2. Business Description
11.6.3. Products and Services
11.6.4. Financial Overview
11.6.5. SWOT Analysis
11.6.6. Key Developments
11.7. LABELBOX, INC
11.7.1. Key Facts
11.7.2. Business Description
11.7.3. Products and Services
11.7.4. Financial Overview
11.7.5. SWOT Analysis
11.7.6. Key Developments
11.8. PLAYMENT INC.
11.8.1. Key Facts
11.8.2. Business Description
11.8.3. Products and Services
11.8.4. Financial Overview
11.8.5. SWOT Analysis
11.8.6. Key Developments
11.9. REALITY AI
11.9.1. Key Facts
11.9.2. Business Description
11.9.3. Products and Services
11.9.4. Financial Overview
11.9.5. SWOT Analysis
11.9.6. Key Developments
11.10. SCALE AI, INC.
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments

12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
The List of Companies

1. Alegion Inc.
2. Appen Limited
3. BasicAI, Inc
4. Cogito Tech LLC
5. Global Technology Solutions
6. Globalme Localization Inc.
7. Labelbox, Inc
8. Playment Inc.
9. Reality AI
10. Scale AI, Inc.
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