Data Annotation Tools Market by Component (Solutions and Service), Annotation Type (Manual Annotation, Semi-Supervised, and Automated Annotation), and End User (IT & Telecommunication, Retail & E-commerce, BFSI, Healthcare, Government, Automotive, and Others): Global Opportunity Analysis and Industry Forecast, 2021–2030
- ALL4676714
- 250 Pages
- August 2021
- ICT & Media
Data annotation tools are a technology that allows users to enrich the data used in training and deploying machine learning models to determine the success or failure of machine learning and artificial intelligence projects. The surge in trends such as development in web services & IoT technology, artificial intelligence, and automatic speech recognition & natural language understanding technology, is driving the growth of the data annotation tools market.
The growth of the global data annotation tools is majorly driven by surge in penetration of artificial intelligence and machine learning solutions and rise in demand for annotated data to improve machine learning models. However, lack of skilled labor associated with manual annotation of complex and high cost of implementation are restraining the global data annotation tools market. On the contrary, increasing investments in the development of autonomous technologies and growing adoption of data annotation for medical imaging data are anticipated to provide lucrative opportunities for the data annotation tools industry in the upcoming years.
The global data annotation tools market is segmented into component, annotation type, end user, and region. On the basis of component, the market is bifurcated into solutions and service. The solutions segment is further segregated into text, image/video, and audio. The services segment further includes professional services and managed services. Based on annotation type, the market is segmented into manual annotation, semi-supervised, and automated annotation. By end user, the market is segmented into IT & telecommunication, retail & e-commerce, BFSI, healthcare, government, automotive, and others. Region wise, the market is analysed across North America, Europe, Asia-Pacific, and LAMEA.
The report analyses the profiles of key players operating in the data annotation tools market such as Amazon Mechanical Turk, Inc., APPEN LIMITED, clickworker GmbH, Cogito, Dbrain, LightTag, Lionbridge Technologies, Inc., Playment, Scale AI, Inc., and tagtog Sp. z o.o. These players have adopted various strategies to increase their market penetration and strengthen their position in the data annotation tools industry.
KEY MARKET SEGMENTS
BY COMPONENT
• Solutions
o Image/Video
o Text
o Audio
• Service
o Professional Services
o Managed Services
BY ANNOTATION TYPE
• Manual Annotation
• Semi-Supervised
• Automated Annotation
BY END USER
• IT & Telecommunication
• Retail & E-Commerce
• BFSI
• Healthcare
• Government
• Automotive
• Others
BY REGION
• North America
o U.S.
o Canada
• Europe
o UK
o Germany
o France
o Italy
o Spain
o Netherlands
o Rest of Europe
• Asia-Pacific
o China
o Japan
o India
o Australia
o South Korea
o Rest of Asia-Pacific
• LAMEA
o Latin America
o Middle East
o Africa
KEY PLAYERS
• Amazon Mechanical Turk, Inc.
• APPEN LIMITED
• clickworker GmbH
• Cogito
• Dbrain
• LightTag
• Lionbridge Technologies, Inc.
• Playment
• Scale AI, Inc.
• tagtog Sp. z o.o.
CHAPTER 1: INTRODUCTION
1.1.REPORT DESCRIPTION
1.2.KEY MARKET SEGMENTS
1.3.KEY BENEFITS
1.4.RESEARCH METHODOLOGY
1.4.1.Primary research
1.4.2.Secondary research
1.4.3.Analyst tools and models
CHAPTER 2: EXECUTIVE SUMMARY
2.1.CXO PERSPECTIVE
CHAPTER 3: MARKET LANDSCAPE
3.1.MARKET DEFINITION AND SCOPE
3.2.KEY FINDINGS
3.2.1.Top investment pockets
3.2.2.Top winning strategies
3.3.PORTER'S FIVE FORCES ANALYSIS
3.3.1.Bargaining power of suppliers
3.3.2.Threat of new entrants
3.3.3.Threat of substitutes
3.3.4.Competitive rivalry
3.3.5.Bargaining power among buyers
3.4.MARKET SHARE ANALYSIS/TOP PLAYER POSITIONING 2020
3.5.MARKET DYNAMICS
3.5.1. Drivers
3.5.2. Restraints
3.5.3. Opportunities
3.6.COVID-19 impact analysis on data annotation tools market
3.6.1.Impact on data annotation tools market size
3.6.2.Change in insurers trends, preferences, and budget impact, owing to COVID-19
3.6.3.Framework for market challenges faced by data annotation tools solution providers
3.6.4.Economic impact on data annotation tools solution providers
3.6.5.Key player strategies to tackle negative impact on the industry
3.6.6.Opportunity analysis for data annotation tools solution providers
CHAPTER 4: DATA ANNOTATION TOOLS MARKET BY COMPONENT
4.1.OVERVIEW
4.2. SOLUTION
4.2.1.Key market trends, growth factors and opportunities
4.2.2.Market size and forecast, by region
4.2.3.Market share analysis, by country
4.2.4.Text
4.2.4.1.Market size and forecast
4.2.5.Image/Video
4.2.5.1.Market size and forecast
4.2.6.Audio
4.2.6.1.Market size and forecast
4.3. SERVICE
4.3.1.Key market trends, growth factors and opportunities
4.3.2.Market size and forecast, by region
4.3.3.Market share analysis, by country
4.3.4.Professional Services
4.3.4.1.Market size and forecast
4.3.5.Managed Services
4.3.5.1.Market size and forecast
CHAPTER 5: DATA ANNOTATION TOOLS MARKET BY ANNOTATION TYPE
5.1.OVERVIEW
5.2. MANUAL ANNOTATION
5.2.1.Key market trends, growth factors and opportunities
5.2.2.Market size and forecast, by region
5.2.3.Market share analysis, by country
5.3. SEMI-SUPERVISED
5.3.1.Key market trends, growth factors and opportunities
5.3.2.Market size and forecast, by region
5.3.3.Market share analysis, by country
5.4. AUTOMATED ANNOTATION
5.4.1.Key market trends, growth factors and opportunities
5.4.2.Market size and forecast, by region
5.4.3.Market share analysis, by country
CHAPTER 6: DATA ANNOTATION TOOLS MARKET BY END USER
6.1.OVERVIEW
6.2. IT & TELECOMMUNICATION
6.2.1.Key market trends, growth factors and opportunities
6.2.2.Market size and forecast, by region
6.2.3.Market share analysis, by country
6.3. RETAIL & E-COMMERCE
6.3.1.Key market trends, growth factors and opportunities
6.3.2.Market size and forecast, by region
6.3.3.Market share analysis, by country
6.4. BFSI
6.4.1.Key market trends, growth factors and opportunities
6.4.2.Market size and forecast, by region
6.4.3.Market share analysis, by country
6.5. HEALTHCARE
6.5.1.Key market trends, growth factors and opportunities
6.5.2.Market size and forecast, by region
6.5.3.Market share analysis, by country
6.6. GOVERNMENT
6.6.1.Key market trends, growth factors and opportunities
6.6.2.Market size and forecast, by region
6.6.3.Market share analysis, by country
6.7. AUTOMOTIVE
6.7.1.Key market trends, growth factors and opportunities
6.7.2.Market size and forecast, by region
6.7.3.Market share analysis, by country
6.8. OTHERS
6.8.1.Key market trends, growth factors and opportunities
6.8.2.Market size and forecast, by region
6.8.3.Market share analysis, by country
CHAPTER 7: DATA ANNOTATION TOOLS MARKET BY REGION
7.1.OVERVIEW
7.2.NORTH AMERICA
7.2.1.Key market trends and opportunities
7.2.2.Market size and forecast, by component
7.2.3.Market size and forecast, by annotation type
7.2.4.Market size and forecast, by end user
7.2.5.Market size and forecast, by Country
7.2.6.U.S.
7.2.6.1.Market size and forecast, by component
7.2.6.2.Market size and forecast, by annotation type
7.2.6.3.Market size and forecast, by end user
7.2.7.Canada
7.2.7.1.Market size and forecast, by component
7.2.7.2.Market size and forecast, by annotation type
7.2.7.3.Market size and forecast, by end user
7.3.EUROPE
7.3.1.Key market trends and opportunities
7.3.2.Market size and forecast, by component
7.3.3.Market size and forecast, by annotation type
7.3.4.Market size and forecast, by end user
7.3.5.Market size and forecast, by Country
7.3.6.UK
7.3.6.1.Market size and forecast, by component
7.3.6.2.Market size and forecast, by annotation type
7.3.6.3.Market size and forecast, by end user
7.3.7.Germany
7.3.7.1.Market size and forecast, by component
7.3.7.2.Market size and forecast, by annotation type
7.3.7.3.Market size and forecast, by end user
7.3.8.France
7.3.8.1.Market size and forecast, by component
7.3.8.2.Market size and forecast, by annotation type
7.3.8.3.Market size and forecast, by end user
7.3.9.Italy
7.3.9.1.Market size and forecast, by component
7.3.9.2.Market size and forecast, by annotation type
7.3.9.3.Market size and forecast, by end user
7.3.10.Spain
7.3.10.1.Market size and forecast, by component
7.3.10.2.Market size and forecast, by annotation type
7.3.10.3.Market size and forecast, by end user
7.3.11.Netherlands
7.3.11.1.Market size and forecast, by component
7.3.11.2.Market size and forecast, by annotation type
7.3.11.3.Market size and forecast, by end user
7.3.12.Rest of Europe
7.3.12.1.Market size and forecast, by component
7.3.12.2.Market size and forecast, by annotation type
7.3.12.3.Market size and forecast, by end user
7.4.ASIA-PACIFIC
7.4.1.Key market trends and opportunities
7.4.2.Market size and forecast, by component
7.4.3.Market size and forecast, by annotation type
7.4.4.Market size and forecast, by end user
7.4.5.Market size and forecast, by Country
7.4.6.China
7.4.6.1.Market size and forecast, by component
7.4.6.2.Market size and forecast, by annotation type
7.4.6.3.Market size and forecast, by end user
7.4.7.Japan
7.4.7.1.Market size and forecast, by component
7.4.7.2.Market size and forecast, by annotation type
7.4.7.3.Market size and forecast, by end user
7.4.8.India
7.4.8.1.Market size and forecast, by component
7.4.8.2.Market size and forecast, by annotation type
7.4.8.3.Market size and forecast, by end user
7.4.9.Australia
7.4.9.1.Market size and forecast, by component
7.4.9.2.Market size and forecast, by annotation type
7.4.9.3.Market size and forecast, by end user
7.4.10.South Korea
7.4.10.1.Market size and forecast, by component
7.4.10.2.Market size and forecast, by annotation type
7.4.10.3.Market size and forecast, by end user
7.4.11.Rest of Asia-Pacific
7.4.11.1.Market size and forecast, by component
7.4.11.2.Market size and forecast, by annotation type
7.4.11.3.Market size and forecast, by end user
7.5.LAMEA
7.5.1.Key market trends and opportunities
7.5.2.Market size and forecast, by component
7.5.3.Market size and forecast, by annotation type
7.5.4.Market size and forecast, by end user
7.5.5.Market size and forecast, by Country
7.5.6.Latin America
7.5.6.1.Market size and forecast, by component
7.5.6.2.Market size and forecast, by annotation type
7.5.6.3.Market size and forecast, by end user
7.5.7.Middle East
7.5.7.1.Market size and forecast, by component
7.5.7.2.Market size and forecast, by annotation type
7.5.7.3.Market size and forecast, by end user
7.5.8.Africa
7.5.8.1.Market size and forecast, by component
7.5.8.2.Market size and forecast, by annotation type
7.5.8.3.Market size and forecast, by end user
CHAPTER 8: COMPANY PROFILES
8.1. AMAZON MECHANICAL TURK, INC.
8.1.1.Company overview
8.1.2.Key Executives
8.1.3.Company snapshot
8.1.4.Operating business segments
8.1.5.Product portfolio
8.1.6.Business performance
8.1.7.Key strategic moves and developments
8.2. APPEN LIMITED
8.2.1.Company overview
8.2.2.Key Executives
8.2.3.Company snapshot
8.2.4.Operating business segments
8.2.5.Product portfolio
8.2.6.Business performance
8.2.7.Key strategic moves and developments
8.3. CLICKWORKER GMBH
8.3.1.Company overview
8.3.2.Key Executives
8.3.3.Company snapshot
8.3.4.Operating business segments
8.3.5.Product portfolio
8.3.6.Business performance
8.3.7.Key strategic moves and developments
8.4. COGITO
8.4.1.Company overview
8.4.2.Key Executives
8.4.3.Company snapshot
8.4.4.Operating business segments
8.4.5.Product portfolio
8.4.6.Business performance
8.4.7.Key strategic moves and developments
8.5. DBRAIN
8.5.1.Company overview
8.5.2.Key Executives
8.5.3.Company snapshot
8.5.4.Operating business segments
8.5.5.Product portfolio
8.5.6.Business performance
8.5.7.Key strategic moves and developments
8.6. LIGHTTAG
8.6.1.Company overview
8.6.2.Key Executives
8.6.3.Company snapshot
8.6.4.Operating business segments
8.6.5.Product portfolio
8.6.6.Business performance
8.6.7.Key strategic moves and developments
8.7. LIONBRIDGE TECHNOLOGIES, INC.
8.7.1.Company overview
8.7.2.Key Executives
8.7.3.Company snapshot
8.7.4.Operating business segments
8.7.5.Product portfolio
8.7.6.Business performance
8.7.7.Key strategic moves and developments
8.8. PLAYMENT
8.8.1.Company overview
8.8.2.Key Executives
8.8.3.Company snapshot
8.8.4.Operating business segments
8.8.5.Product portfolio
8.8.6.Business performance
8.8.7.Key strategic moves and developments
8.9. SCALE AI, INC.
8.9.1.Company overview
8.9.2.Key Executives
8.9.3.Company snapshot
8.9.4.Operating business segments
8.9.5.Product portfolio
8.9.6.Business performance
8.9.7.Key strategic moves and developments
8.10. TAGTOG SP. Z O.O.
8.10.1.Company overview
8.10.2.Key Executives
8.10.3.Company snapshot
8.10.4.Operating business segments
8.10.5.Product portfolio
8.10.6.Business performance
8.10.7.Key strategic moves and developments
TABLE 1.GLOBAL DATA ANNOTATION TOOLS MARKET, BY COMPONENT 2020-2030 ($MILLION)
TABLE 2.DATA ANNOTATION TOOLS MARKET FOR SOLUTION , BY REGION, 2020-2030 ($MILLION)
TABLE 3.DATA ANNOTATION TOOLS MARKET FOR TEXT, BY REGION, 2020-2030 ($MILLION)
TABLE 4.DATA ANNOTATION TOOLS MARKET FOR IMAGE/VIDEO, BY REGION, 2020-2030 ($MILLION)
TABLE 5.DATA ANNOTATION TOOLS MARKET FOR AUDIO, BY REGION, 2020-2030 ($MILLION)
TABLE 6.DATA ANNOTATION TOOLS MARKET FOR SERVICE, BY REGION, 2020-2030 ($MILLION)
TABLE 7.DATA ANNOTATION TOOLS MARKET FOR PROFESSIONAL SERVICES, BY REGION, 2020-2030 ($MILLION)
TABLE 8.DATA ANNOTATION TOOLS MARKET FOR MANAGED SERVICES, BY REGION, 2020-2030 ($MILLION)
TABLE 9.GLOBAL DATA ANNOTATION TOOLS MARKET, BY ANNOTATION TYPE 2020-2030 ($MILLION)
TABLE 10.DATA ANNOTATION TOOLS MARKET FOR MANUAL ANNOTATION, BY REGION, 2020-2030 ($MILLION)
TABLE 11.DATA ANNOTATION TOOLS MARKET FOR SEMI-SUPERVISED, BY REGION, 2020-2030 ($MILLION)
TABLE 12.DATA ANNOTATION TOOLS MARKET FOR AUTOMATED ANNOTATION, BY REGION, 2020-2030 ($MILLION)
TABLE 13.GLOBAL DATA ANNOTATION TOOLS MARKET, BY END USER 2020-2030 ($MILLION)
TABLE 14.DATA ANNOTATION TOOLS MARKET FOR IT & TELECOMMUNICATION, BY REGION, 2020-2030 ($MILLION)
TABLE 15.DATA ANNOTATION TOOLS MARKET FOR RETAIL & E-COMMERCE, BY REGION, 2020-2030 ($MILLION)
TABLE 16.DATA ANNOTATION TOOLS MARKET FOR BFSI, BY REGION, 2020-2030 ($MILLION)
TABLE 17.DATA ANNOTATION TOOLS MARKET FOR HEALTHCARE, BY REGION, 2020-2030 ($MILLION)
TABLE 18.DATA ANNOTATION TOOLS MARKET FOR GOVERNMENT, BY REGION, 2020-2030 ($MILLION)
TABLE 19.DATA ANNOTATION TOOLS MARKET FOR AUTOMOTIVE, BY REGION, 2020-2030 ($MILLION)
TABLE 20.DATA ANNOTATION TOOLS MARKET FOR OTHERS, BY REGION, 2020-2030 ($MILLION)
TABLE 21.DATA ANNOTATION TOOLS MARKET FOR , BY REGION, 2020-2030 ($MILLION)
TABLE 22.NORTH AMERICA DATA ANNOTATION TOOLS , BY COMPONENT 2020-2030 ($MILLION)
TABLE 23.NORTH AMERICA DATA ANNOTATION TOOLS , BY ANNOTATION TYPE 2020-2030 ($MILLION)
TABLE 24.NORTH AMERICA DATA ANNOTATION TOOLS , BY END USER 2020-2030 ($MILLION)
TABLE 25.NORTH AMERICA DATA ANNOTATION TOOLS , BY REGION, 2020-2030 ($MILLION)
TABLE 26.EUROPE DATA ANNOTATION TOOLS , BY COMPONENT 2020-2030 ($MILLION)
TABLE 27.EUROPE DATA ANNOTATION TOOLS , BY ANNOTATION TYPE 2020-2030 ($MILLION)
TABLE 28.EUROPE DATA ANNOTATION TOOLS , BY END USER 2020-2030 ($MILLION)
TABLE 29.EUROPE DATA ANNOTATION TOOLS , BY REGION, 2020-2030 ($MILLION)
TABLE 30.ASIA-PACIFIC DATA ANNOTATION TOOLS , BY COMPONENT 2020-2030 ($MILLION)
TABLE 31.ASIA-PACIFIC DATA ANNOTATION TOOLS , BY ANNOTATION TYPE 2020-2030 ($MILLION)
TABLE 32.ASIA-PACIFIC DATA ANNOTATION TOOLS , BY END USER 2020-2030 ($MILLION)
TABLE 33.ASIA-PACIFIC DATA ANNOTATION TOOLS , BY REGION, 2020-2030 ($MILLION)
TABLE 34.LAMEA DATA ANNOTATION TOOLS , BY COMPONENT 2020-2030 ($MILLION)
TABLE 35.LAMEA DATA ANNOTATION TOOLS , BY ANNOTATION TYPE 2020-2030 ($MILLION)
TABLE 36.LAMEA DATA ANNOTATION TOOLS , BY END USER 2020-2030 ($MILLION)
TABLE 37.LAMEA DATA ANNOTATION TOOLS , BY REGION, 2020-2030 ($MILLION)
TABLE 38.AMAZON MECHANICAL TURK, INC.: COMPANY SNAPSHOT
TABLE 39.AMAZON MECHANICAL TURK, INC.: OPERATING SEGMENTS
TABLE 40.APPEN LIMITED: COMPANY SNAPSHOT
TABLE 41.APPEN LIMITED: OPERATING SEGMENTS
TABLE 42.CLICKWORKER GMBH: COMPANY SNAPSHOT
TABLE 43.CLICKWORKER GMBH: OPERATING SEGMENTS
TABLE 44.COGITO: COMPANY SNAPSHOT
TABLE 45.COGITO: OPERATING SEGMENTS
TABLE 46.DBRAIN: COMPANY SNAPSHOT
TABLE 47.DBRAIN: OPERATING SEGMENTS
TABLE 48.LIGHTTAG: COMPANY SNAPSHOT
TABLE 49.LIGHTTAG: OPERATING SEGMENTS
TABLE 50.LIONBRIDGE TECHNOLOGIES, INC.: COMPANY SNAPSHOT
TABLE 51.LIONBRIDGE TECHNOLOGIES, INC.: OPERATING SEGMENTS
TABLE 52.PLAYMENT : COMPANY SNAPSHOT
TABLE 53.PLAYMENT : OPERATING SEGMENTS
TABLE 54.SCALE AI, INC.: COMPANY SNAPSHOT
TABLE 55.SCALE AI, INC.: OPERATING SEGMENTS
TABLE 56.TAGTOG SP. Z O.O.: COMPANY SNAPSHOT
TABLE 57.TAGTOG SP. Z O.O.: OPERATING SEGMENTS
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