封面
市场调查报告书
商品编码
1611213

全球人工智慧训练资料集市场规模、份额、趋势分析报告:按类型、行业、地区和细分市场预测(2025-2030)

AI Training Dataset Market Size, Share & Trends Analysis Report By Type (Image/Video, Audio, Text), By Vertical (IT, Automotive, Government, Healthcare, BFSI, Retail & E-commerce), By Region, And Segment Forecasts, 2025 - 2030

出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

人工智慧训练资料集市场成长与趋势:

Grand View Research, Inc.的最新报告显示,到2030年,全球人工智慧训练资料集市场规模预计将达到86亿美元,2025年至2030年的复合年增长率为21.9%。

人工智慧技术正在呈现快速成长,随着组织走向自动化,对该技术的需求不断增加。这项技术正在推动行销、医疗保健、物流和运输等多个行业取得前所未有的进步。在组织的多个业务中整合技术的好处超过了其成本,从而推动了采用。

随着人工智慧技术的快速普及,训练资料集的需求急剧增加。为了使这项技术更具通用性和预测性,许多公司正在透过发布不同的资料集集来训练适用于不同使用案例的机器学习演算法来进入市场。这些因素对市场成长做出了重大贡献。谷歌、微软、苹果和亚马逊等市场参与企业正在专注于开发各种人工智慧训练资料集。例如,2021 年 9 月,亚马逊宣布了一个新的常识对话资料集,以支援开放域对话研究。

加速人工智慧技术的发展和开发新的高品质资料集集以提供准确的结果等因素正在推动市场成长。例如,2019 年 1 月,科技公司 IBM 公司宣布发布由 100 万张脸部影像组成的新资料集。该资料集的发布是为了让开发人员能够在不同的资料集集上训练由人工智慧技术支援的脸部辨识系统。该资料集使我们能够提高人脸辨识的准确性。例如,2021 年 5 月,IBM 宣布了一个名为 CodeNet 的新资料集,其中包含一组 1,400 万个样本,用于开发可用于程式设计任务的机器学习模型。

人工智慧训练资料集市场报告亮点

  • 影像/影片领域在 2024 年占据市场主导地位,市场占有率为 41.0%。 AI训练资料集市场以图像和视讯资料为主,因为它们广泛应用于电脑视觉应用。
  • 由于人工智慧在各种应用中的广泛集成,IT 产业将在 2024 年占据市场主导地位。来自 IT 系统的资料(例如网路流量、网路安全日誌和客户互动)用于训练模型以执行异常检测、自动化和预测性维护等任务。
  • 2024年,北美人工智慧训练资料集集市场将以35.8%的主要份额引领全球市场。在北美,在人工智慧技术和研究的广泛投资的推动下,人工智慧训练资料集市场正在经历强劲成长。

目录

第一章调查方法与范围

第 2 章执行摘要

第三章人工智慧训练资料集市场变数、趋势和范围

  • 全球人工智慧训练资料集市场展望
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 波特五力分析
    • 供应商的力量
    • 买家的力量
    • 另类威胁
    • 新进入的威胁
    • 竞争公司之间的敌对关係
  • PESTEL分析
    • 政局
    • 经济状况
    • 社会情境
    • 技术状况
    • 环境状况
    • 法律状况

第 4 章 AI 训练资料集市场:估计与预测类型

  • AI训练资料集市场:类型变化分析(2024/2030)

第五章人工智慧训练资料集市场:产业展望、估计与预测

  • AI训练资料集集市场:产业波动分析(2024/2030)
    • IT
    • 政府
    • 卫生保健
    • BFSI
    • 零售/电子商务
    • 其他的

第六章 人工智慧训练资料集集市场:区域估算与趋势分析

  • 按地区分類的人工智慧训练资料集市场占有率(2024 年和 2030 年)
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东/非洲
    • 阿拉伯聯合大公国
    • 沙乌地阿拉伯
    • 南非

第七章 竞争格局

  • 主要市场参与企业的最新趋势和影响分析
  • 供应商情况
    • 公司分类
    • 主要经销商及通路伙伴名单
    • 潜在客户名单/上市公司
  • 竞争动态
    • 竞争标基准化分析
    • 策略规划
    • 热图分析
  • 公司简介/上市公司
    • Alegion
    • Amazon Web Services, Inc.
    • Appen Limited
    • Cogito Tech LLC
    • Deep Vision Data
    • Google, LLC(Kaggle)
    • Lionbridge Technologies, Inc.
    • Microsoft Corporation
    • Samasource Inc.
    • Scale AI Inc.
Product Code: GVR-4-68038-517-5

AI Training Dataset Market Growth & Trends:

The global AI training dataset market size is expected to reach USD 8.60 billion by 2030, registering a CAGR of 21.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Artificial intelligence technology is witnessing an upsurge and as organizations are transitioning towards automation, the demand for technology is rising. The technology has provided unprecedented advances across various industry verticals, including marketing, healthcare, logistics, transportation, and many others. The benefits of integrating the technology across multiple operations of the organizations have outweighed its costs, thereby driving adoption.

Due to the rapid adoption of artificial intelligence technology, the need for training datasets is rising exponentially. To make the technology more versatile and accurate with its predictions, many companies are entering the market by releasing various datasets operating across different use cases to train the machine learning algorithm. Such factors are substantially contributing to market growth. Prominent market participants such as Google, Microsoft, Apple Inc, and Amazon have been focusing on developing various AI training datasets. For instance, in September 2021, Amazon launched a new dataset of commonsense dialogue to aid research in open-domain conversation.

Factors such as the cultivation of new high-quality datasets to speed up the development of AI technology and deliver accurate results are driving market growth. For instance, in January 2019, IBM Corporation, a technology company, announced the release of a new dataset that comprises 1 million images of faces. This dataset was released to help developers train their face recognition systems supported by artificial intelligence technology with a diverse dataset. This dataset will allow them to increase the accuracy of face identification. For instance, in May 2021, IBM launched a new data set called CodeNet with 14 million sample sets to develop machine learning models that can help in programming tasks.

AI Training Dataset Market Report Highlights:

  • The Image/Video segment dominated the market in 2024 with a market share of 41.0%, In the AI training dataset market, image and video data are dominating due to their extensive use in computer vision applications.
  • The IT sector dominated the market in 2024 due to its widespread integration of artificial intelligence across various applications. Data from IT systems, such as network traffic, cybersecurity logs, and customer interactions, is used to train models for tasks like anomaly detection, automation, and predictive maintenance.
  • North America AI training dataset market leads the global market accounting for leading share of 35.8% in 2024. In North America, the AI training dataset market is experiencing robust growth, fueled by extensive investments in AI technologies and research.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Types
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. AI Training Dataset Market Variables, Trends & Scope

  • 3.1. Global AI Training Dataset Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. AI Training Dataset Market: Type Estimates & Forecasts

  • 4.1. AI Training Dataset Market: Type Movement Analysis, 2024 & 2030
    • 4.1.1. Text
      • 4.1.1.1. Text Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.2. Image/Video
      • 4.1.2.1. Image/Video Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.3. Audio
      • 4.1.3.1. Audio Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 5. AI Training Dataset Market: Vertical Outlook Estimates & Forecasts

  • 5.1. AI Training Dataset Market: Vertical Movement Analysis, 2024 & 2030
    • 5.1.1. IT
      • 5.1.1.1. IT Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.2. Automotive
      • 5.1.2.1. Automotive Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.3. Government
      • 5.1.3.1. Government Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.4. Healthcare
      • 5.1.4.1. Healthcare Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.5. BFSI
      • 5.1.5.1. BFSI Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.6. Retail & E-commerce
      • 5.1.6.1. Retail & E-commerce Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.7. Others
      • 5.1.7.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 6. AI Training Dataset Market: Regional Estimates & Trend Analysis

  • 6.1. AI Training Dataset Market Share, By Region, 2024 & 2030 USD Million
  • 6.2. North America
    • 6.2.1. North America AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.1.1. North America AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.2.1.2. North America AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.1.3. North America AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.2.2. U.S.
      • 6.2.2.1. U.S. AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.2.2. U.S. AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.2.3. U.S. AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.2.3. Canada
      • 6.2.3.1. Canada AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.3.2. Canada AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.3.3. Canada AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.2.4. Mexico
      • 6.2.4.1. Mexico AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.4.2. Mexico AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.4.3. Mexico AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.3. Europe
    • 6.3.1. Europe AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.1.1. Europe AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.3.1.2. Europe AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.1.3. Europe AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.3.2. U.K.
      • 6.3.2.1. U.K. AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.2.2. U.K. AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.2.3. U.K. AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.3.3. Germany
      • 6.3.3.1. Germany AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.3.2. Germany AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.3.3. Germany AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.3.4. France
      • 6.3.4.1. France AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.4.2. France AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.4.3. France AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.4. Asia Pacific
    • 6.4.1. Asia Pacific AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.1.1. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.4.1.2. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.1.3. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.2. China
      • 6.4.2.1. China AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.2.2. China AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.2.3. China AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.3. Japan
      • 6.4.3.1. Japan AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.3.2. Japan AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.3.3. Japan AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.4. India
      • 6.4.4.1. India AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.4.2. India AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.4.3. India AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.5. South Korea
      • 6.4.5.1. South Korea AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.5.2. Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.5.3. South Korea AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.6. Australia
      • 6.4.6.1. Australia AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.6.2. Australia AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.6.3. Australia AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.5. Latin America
    • 6.5.1. Latin America AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.5.1.1. Latin America AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.5.1.2. Latin America AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.5.1.3. Latin America AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.5.2. Brazil
      • 6.5.2.1. Brazil AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.5.2.2. Brazil AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.5.2.3. Brazil AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.6. Middle East and Africa
    • 6.6.1. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.1.1. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.6.1.2. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.1.3. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.6.2. UAE
      • 6.6.2.1. UAE AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.2.2. UAE AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.2.3. UAE AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.6.3. KSA
      • 6.6.3.1. KSA AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.3.2. KSA AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.3.3. KSA AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.6.4. South Africa
      • 6.6.4.1. South Africa AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.4.2. South Africa AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.4.3. South Africa AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 7.2. Vendor Landscape
    • 7.2.1. Company categorization
    • 7.2.2. List of Key Distributors and channel Partners
    • 7.2.3. List of Potential Customers/Listing
  • 7.3. Competitive Dynamics
    • 7.3.1. Competitive Benchmarking
    • 7.3.2. Strategy Mapping
    • 7.3.3. Heat Map Analysis
  • 7.4. Company Profiles/Listing
    • 7.4.1. Alegion
      • 7.4.1.1. Participant's overview
      • 7.4.1.2. Financial performance
      • 7.4.1.3. Type benchmarking
      • 7.4.1.4. Strategic initiatives
    • 7.4.2. Amazon Web Services, Inc.
      • 7.4.2.1. Participant's overview
      • 7.4.2.2. Financial performance
      • 7.4.2.3. Type benchmarking
      • 7.4.2.4. Strategic initiatives
    • 7.4.3. Appen Limited
      • 7.4.3.1. Participant's overview
      • 7.4.3.2. Financial performance
      • 7.4.3.3. Type benchmarking
      • 7.4.3.4. Strategic initiatives
    • 7.4.4. Cogito Tech LLC
      • 7.4.4.1. Participant's overview
      • 7.4.4.2. Financial performance
      • 7.4.4.3. Type benchmarking
      • 7.4.4.4. Strategic initiatives
    • 7.4.5. Deep Vision Data
      • 7.4.5.1. Participant's overview
      • 7.4.5.2. Financial performance
      • 7.4.5.3. Type benchmarking
      • 7.4.5.4. Strategic initiatives
    • 7.4.6. Google, LLC (Kaggle)
      • 7.4.6.1. Participant's overview
      • 7.4.6.2. Financial performance
      • 7.4.6.3. Type benchmarking
      • 7.4.6.4. Strategic initiatives
    • 7.4.7. Lionbridge Technologies, Inc.
      • 7.4.7.1. Participant's overview
      • 7.4.7.2. Financial performance
      • 7.4.7.3. Type benchmarking
      • 7.4.7.4. Strategic initiatives
    • 7.4.8. Microsoft Corporation
      • 7.4.8.1. Participant's overview
      • 7.4.8.2. Financial performance
      • 7.4.8.3. Type benchmarking
      • 7.4.8.4. Strategic initiatives
    • 7.4.9. Samasource Inc.
      • 7.4.9.1. Participant's overview
      • 7.4.9.2. Financial performance
      • 7.4.9.3. Type benchmarking
      • 7.4.9.4. Strategic initiatives
    • 7.4.10. Scale AI Inc.
      • 7.4.10.1. Participant's overview
      • 7.4.10.2. Financial performance
      • 7.4.10.3. Type benchmarking
      • 7.4.10.4. Strategic initiatives

List of Tables

  • Table 1. Global AI Training Dataset market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2. Global AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 3. Global AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 4. North America AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 5. North America AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 6. North America AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 7. U.S. AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 8. U.S. AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 9. Canada AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 10. Canada AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 11. Mexico AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 12. Mexico AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 13. Europe AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 14. Europe AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 15. Europe AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 16. UK AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 17. UK AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 18. Germany AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 19. Germany AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 20. France AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 21. France AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 22. Asia Pacific AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 23. Asia Pacific AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 24. Asia Pacific AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 25. China AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 26. China AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 27. Japan AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 28. Japan AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 29. India AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 30. India AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 31. Australia AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 32. Australia AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 33. South Korea AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 34. South Korea AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 35. Latin America AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 36. Latin America AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 37. Latin America AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 38. Brazil AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 39. Brazil AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 40. Middle East & Africa AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 41. Middle East & Africa AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 42. Middle East & Africa AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 43. Saudi Arabia AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 44. Saudi Arabia AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 45. UAE AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 46. UAE AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 47. South Africa AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 48. South Africa AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 AI Training Dataset market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 AI Training Dataset market snapshot
  • Fig. 9 AI Training Dataset market segment snapshot
  • Fig. 10 AI Training Dataset market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 AI Training Dataset market: Type outlook key takeaways (USD Million)
  • Fig. 15 AI Training Dataset market: Type movement analysis 2024 & 2030 (USD Million)
  • Fig. 16 Text market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Image/Video market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Audio market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 AI Training Dataset market: Vertical outlook key takeaways (USD Million)
  • Fig. 20 AI Training Dataset market: Vertical movement analysis 2024 & 2030 (USD Million)
  • Fig. 21 IT market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Government market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Retail & E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Regional marketplace: Key takeaways
  • Fig. 29 AI Training Dataset market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 30 North America AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 U.S. AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Canada AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Mexico AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Europe AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 U.K. AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Germany AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 France AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Asia Pacific AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Japan AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 China AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 India AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Australia AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 South Korea AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 Latin America AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Brazil AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 MEA AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 KSA AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 UAE AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 South Africa AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Strategy framework
  • Fig. 51 Company Categorization