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PUBLISHER: Polaris Market Research | PRODUCT CODE: 1338865
PUBLISHER: Polaris Market Research | PRODUCT CODE: 1338865
AI Training Dataset Market Share, Size, Trends, Industry Analysis Report, By Type (Audio, Text, Image/Video); By End-Use; By Region; Segment Forecast, 2023 - 2032
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PAGES: 116 Pages
DELIVERY TIME: 1-2 business days
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The global ai training dataset market size is expected to reach USD 12,993.78 million by 2032, according to a new study by Polaris Market Research. The report "AI Training Dataset Market Share, Size, Trends, Industry Analysis Report, By Type (Text, Image/Video, Audio); By Application; By Region; Segment Forecast, 2023-2032" gives a detailed insight into the current market dynamics and provides analysis on future market growth.
The AI training dataset market witnessed significant developments over the past year, with an increasing number of vendors entering the industry. The market's growth can be attributed to the growing demand for machine-learning technologies and advanced data analytics that allow organizations to process large volumes of data, creating a need for effective software to transform this information into actionable insights. The dataset was developed by a team of data scientists and AI experts who worked for over a year to create a comprehensive set of training data that can be used for a wide range of applications.
The data was collected from various sources, including social media platforms, online databases, and open-source repositories. By including data from a diverse range of sources, this dataset is expected to be more robust and inclusive. The AI training dataset is expected to impact the development of machine learning algorithms significantly and could lead to breakthroughs in areas such as computer vision, natural language processing, and speech recognition.
The market is expected to increase significantly in the garnered period due to the growing need for effective machine-learning techniques. The US has been an important contributor to the development of AI, which has led to new methods being developed to train large numbers of models with accurate results.
Software companies and enterprises are actively exploring ways to automate the process of training neural nets to improve accuracy in their AI applications. The use of deep learning-based artificial intelligence has resulted in significant increases in accuracy, but it is also challenging to scale up these models for large-scale data sets. Now, companies are turning to new data sources such as real-world videos, images, test results, and human transcripts to train their machines. For example, in September 2021, Amazon launched a new dataset of commonsense dialogue for research in open-domain conversation. In January 2019, IBM Corporation released a new dataset that comprised 1 million images of faces, which helped developers to train their face recognition system supported by AI.
AI Training Dataset Market Report Highlights
The image/ video segment is expected to witness the fastest growth in the study period owing to the rising focus of key players to launch new datasets with the rising number of applications.
The IT & Telecom segment accounts for the largest revenue share owing to the increasing demand for AI solutions and development of technology that is facilitating many businesses to collaborate with each other.
North America is expected to witness significant growth over the projected period as vendors are focusing on releasing new datasets to propel the adoption of artificial intelligence technology in the region.
The global players include: Cogito Tech; Amazon Web Services; Sama; Alegion; Google; Microsoft Corporation; Deep Vision Data; & Appen Limited.
Polaris Market Research has segmented the AI Training Dataset market report based on type, end-use, and region:
AI Training Dataset, Type Outlook (Revenue - USD Million, 2019 - 2032)
- Audio
- Text
- Image/Video
AI Training Dataset, End-Use Outlook (Revenue - USD Million, 2019 - 2032)
- BFSI
- Government
- IT & Telecom
- Retail & E-commerce
- Healthcare
- Automotive
- Others
AI Training Dataset, Regional Outlook (Revenue - USD Million, 2019 - 2032)
- North America
- U.S.
- Canada
- Europe
- Germany
- UK
- France
- Italy
- Spain
- Russia
- Netherlands
- Asia Pacific
- China
- India
- Japan
- South Korea
- Indonesia
- Malaysia
- Latin America
- Argentina
- Brazil
- Mexico
- Middle East & Africa
- UAE
- Saudi Arabia
- Israel
- South Africa
Product Code: PM3309
Table of Contents
1. Introduction
- 1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
- 1.2. Stakeholders
2. Executive Summary
- 2.1. Market Highlights
3. Research Methodology
- 3.1. Overview
- 3.1.1. Data Mining
- 3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources
4. Global AI Training Dataset Market Insights
- 4.1. AI Training Dataset Market - Industry Snapshot
- 4.2. AI Training Dataset Market Dynamics
- 4.2.1. Drivers and Opportunities
- 4.2.1.1. Rapid growth of AI and machine learning
- 4.2.1.2. Growing applications of training dataset across diversified industry verticals
- 4.2.2. Restraints and Challenges
- 4.2.2.1. Lack of technological adoption in developing regions
- 4.2.1. Drivers and Opportunities
- 4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
- 4.4. PESTLE Analysis
- 4.5. AI Training Dataset Industry trends
- 4.6. Value Chain Analysis
- 4.7. COVID-19 Impact Analysis
5. Global AI Training Dataset Market, by Type
- 5.1. Key Findings
- 5.2. Introduction
- 5.2.1. Global AI Training Dataset, by Type, 2019-2032 (USD Million)
- 5.3. Audio
- 5.3.1. Global AI Training Dataset Market, by Audio, by Region, 2019-2032 (USD Million)
- 5.4. Text
- 5.4.1. Global AI Training Dataset Market, by Text, by Region, 2019-2032 (USD Million)
- 5.5. Image/ Video
- 5.5.1. Global AI Training Dataset Market, by Image/ Video, by Region, 2019-2032 (USD Million)
6. Global AI Training Dataset Market, by End-Use
- 6.1. Key Findings
- 6.2. Introduction
- 6.2.1. Global AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 6.3. BFSI
- 6.3.1. Global AI Training Dataset Market, by BFSI, by Region, 2019-2032 (USD Million)
- 6.4. Government
- 6.4.1. Global AI Training Dataset Market, by Government, by Region, 2019-2032 (USD Million)
- 6.5. IT & Telecom
- 6.5.1. Global AI Training Dataset Market, by IT & Telecom, by Region, 2019-2032 (USD Million)
- 6.6. Retail & E-commerce
- 6.6.1. Global AI Training Dataset Market, by Retail & E-commerce, by Region, 2019-2032 (USD Million)
- 6.7. Healthcare
- 6.7.1. Global AI Training Dataset Market, by Healthcare, by Region, 2019-2032 (USD Million)
- 6.8. Automotive
- 6.8.1. Global AI Training Dataset Market, by Automotive, by Region, 2019-2032 (USD Million)
- 6.9. Others
- 6.9.1. Global AI Training Dataset Market, by Others, by Region, 2019-2032 (USD Million)
7. Global AI Training Dataset Market, by Geography
- 7.1. Key findings
- 7.2. Introduction
- 7.2.1. AI Training Dataset Market Assessment, By Geography, 2019-2032 (USD Million)
- 7.3. AI Training Dataset Market - North America
- 7.3.1. North America: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.3.2. North America: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.3.3. AI Training Dataset Market - U.S.
- 7.3.3.1. U.S.: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.3.3.2. U.S.: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.3.4. AI Training Dataset Market - Canada
- 7.3.4.1. Canada: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.3.4.2. Canada: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4. AI Training Dataset Market - Europe
- 7.4.1. Europe: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.2. Europe: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.3. AI Training Dataset Market - UK
- 7.4.3.1. UK: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.3.2. UK: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.4. AI Training Dataset Market - France
- 7.4.4.1. France: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.4.2. France: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.5. AI Training Dataset Market - Germany
- 7.4.5.1. Germany: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.5.2. Germany: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.6. AI Training Dataset Market - Italy
- 7.4.6.1. Italy: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.6.2. Italy: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.7. AI Training Dataset Market - Spain
- 7.4.7.1. Spain: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.7.2. Spain: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.8. AI Training Dataset Market - Netherlands
- 7.4.8.1. Netherlands: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.8.2. Netherlands: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.4.9. AI Training Dataset Market - Russia
- 7.4.9.1. Russia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.4.9.2. Russia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5. AI Training Dataset Market - Asia Pacific
- 7.5.1. Asia Pacific: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.2. Asia Pacific: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5.3. AI Training Dataset Market - China
- 7.5.3.1. China: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.3.2. China: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5.4. AI Training Dataset Market - India
- 7.5.4.1. India: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.4.2. India: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5.5. AI Training Dataset Market - Malaysia
- 7.5.5.1. Malaysia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.5.2. Malaysia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5.6. AI Training Dataset Market - Japan
- 7.5.6.1. Japan: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.6.2. Japan: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5.7. AI Training Dataset Market - Indonesia
- 7.5.7.1. Indonesia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.7.2. Indonesia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.5.8. AI Training Dataset Market - South Korea
- 7.5.8.1. South Korea: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.5.8.2. South Korea: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.6. AI Training Dataset Market - Middle East & Africa
- 7.6.1. Middle East & Africa: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.6.2. Middle East & Africa: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.6.3. AI Training Dataset Market - Saudi Arabia
- 7.6.3.1. Saudi Arabia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.6.3.2. Saudi Arabia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.6.4. AI Training Dataset Market - UAE
- 7.6.4.1. UAE: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.6.4.2. UAE: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.6.5. AI Training Dataset Market - Israel
- 7.6.5.1. Israel: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.6.5.2. Israel: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.6.6. AI Training Dataset Market - South Africa
- 7.6.6.1. South Africa: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.6.6.2. South Africa: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.7. AI Training Dataset Market - Latin America
- 7.7.1. Latin America: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.7.2. Latin America: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.7.3. AI Training Dataset Market - Mexico
- 7.7.3.1. Mexico: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.7.3.2. Mexico: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.7.4. AI Training Dataset Market - Brazil
- 7.7.4.1. Brazil: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.7.4.2. Brazil: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- 7.7.5. AI Training Dataset Market - Argentina
- 7.7.5.1. Argentina: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- 7.7.5.2. Argentina: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
8. Competitive Landscape
- 8.1. Expansion and Acquisition Analysis
- 8.1.1. Expansion
- 8.1.2. Acquisitions
- 8.2. Partnerships/Collaborations/Agreements/Exhibitions
9. Company Profiles
- 9.1. Cogito Tech
- 9.1.1. Company Overview
- 9.1.2. Financial Performance
- 9.1.3. Product Benchmarking
- 9.1.4. Recent Development
- 9.2. Amazon Web services
- 9.2.1. Company Overview
- 9.2.2. Financial Performance
- 9.2.3. Product Benchmarking
- 9.2.4. Recent Development
- 9.3. Sama Inc
- 9.3.1. Company Overview
- 9.3.2. Financial Performance
- 9.3.3. Product Benchmarking
- 9.3.4. Recent Development
- 9.4. Alegion
- 9.4.1. Company Overview
- 9.4.2. Financial Performance
- 9.4.3. Product Benchmarking
- 9.4.4. Recent Development
- 9.5. Google
- 9.5.1. Company Overview
- 9.5.2. Financial Performance
- 9.5.3. Product Benchmarking
- 9.5.4. Recent Development
- 9.6. Microsoft Corporation
- 9.6.1. Company Overview
- 9.6.2. Financial Performance
- 9.6.3. Product Benchmarking
- 9.6.4. Recent Development
- 9.7. Deep Vision Data
- 9.7.1. Company Overview
- 9.7.2. Financial Performance
- 9.7.3. Product Benchmarking
- 9.7.4. Recent Development
- 9.8. Appen Limited
- 9.8.1. Company Overview
- 9.8.2. Financial Performance
- 9.8.3. Product Benchmarking
- 9.8.4. Recent Development
Product Code: PM3309
List of Tables
- Table 1 Global AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 2 Global AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 3 AI Training Dataset Market Assessment, By Geography, 2019-2032 (USD Million)
- Table 4 North America: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 5 North America: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 6 U.S.: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 7 U.S.: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 8 Canada: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 9 Canada: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 10 Europe: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 11 Europe: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 12 UK: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 13 UK: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 14 France: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 15 France: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 16 Germany: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 17 Germany: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 18 Italy: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 19 Italy: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 20 Spain: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 21 Spain: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 22 Netherlands: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 23 Netherlands: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 24 Russia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 25 Russia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 26 Asia Pacific: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 27 Asia Pacific: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 28 China: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 29 China: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 30 India: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 31 India: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 32 Malaysia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 33 Malaysia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 34 Japan: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 35 Japan: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 36 Indonesia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 37 Indonesia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 38 South Korea: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 39 South Korea: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 40 Middle East & Africa: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 41 Middle East & Africa: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 42 Saudi Arabia: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 43 Saudi Arabia: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 44 UAE: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 45 UAE: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 46 Israel: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 47 Israel: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 48 South Africa: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 49 South Africa: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 50 Latin America: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 51 Latin America: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 52 Mexico: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 53 Mexico: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 54 Brazil: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 55 Brazil: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
- Table 56 Argentina: AI Training Dataset Market, by End-Use, 2019-2032 (USD Million)
- Table 57 Argentina: AI Training Dataset Market, by Type, 2019-2032 (USD Million)
List of Figures
- Figure 1 Global AI Training Dataset Market, 2019-2032 (USD Million)
- Figure 2 Integrated Ecosystem
- Figure 3 Research Methodology: Top-Down & Bottom-Up Approach
- Figure 4 Market by Geography
- Figure 5 Porter's Five Forces
- Figure 6 Market by End-Use
- Figure 7 Global AI Training Dataset Market, by End-Use, 2022 & 2032 (USD Million)
- Figure 8 Market by Type
- Figure 9 Global AI Training Dataset Market, by Type, 2022 & 2032 (USD Million)
- Figure 10 AI Training Dataset Market Assessment, By Geography, 2019-2032 (USD Million)
- Figure 11 Strategic Analysis - AI Training Dataset Market
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