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市場調查報告書
商品編碼
1611213

全球人工智慧訓練資料集市場規模、佔有率、趨勢分析報告：按類型、行業、地區和細分市場預測（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個工作天內

價格

人工智慧訓練資料集市場成長與趨勢：

Grand View Research, Inc.的最新報告顯示，到2030年，全球人工智慧訓練資料集市場規模預計將達到86億美元，2025年至2030年的複合年成長率為21.9%。

人工智慧技術正在呈現快速成長，隨著組織走向自動化，對該技術的需求不斷增加。這項技術正在推動行銷、醫療保健、物流和運輸等多個行業取得前所未有的進步。在組織的多個業務中整合技術的好處超過了其成本，從而推動了採用。

隨著人工智慧技術的快速普及，訓練資料集的需求急劇增加。為了使這項技術更具通用性和預測性，許多公司正在透過發布不同的資料集集來訓練適用於不同使用案例的機器學習演算法來進入市場。這些因素對市場成長做出了重大貢獻。谷歌、微軟、蘋果和亞馬遜等市場參與企業正在專注於開發各種人工智慧訓練資料集。例如，2021 年 9 月，亞馬遜宣布了一個新的常識對話資料集，以支援開放域對話研究。

加速人工智慧技術的發展和開發新的高品質資料集集以提供準確的結果等因素正在推動市場成長。例如，2019 年 1 月，科技公司 IBM 公司宣布發布由 100 萬張臉部影像組成的新資料集。該資料集的發布是為了讓開發人員能夠在不同的資料集集上訓練由人工智慧技術支援的臉部辨識系統。該資料集使我們能夠提高人臉辨識的準確性。例如，2021 年 5 月，IBM 宣布了一個名為 CodeNet 的新資料集，其中包含一組 1,400 萬個樣本，用於開發可用於程式設計任務的機器學習模型。

人工智慧訓練資料集市場報告亮點

  • 影像/影片領域在 2024 年佔據市場主導地位，市場佔有率為 41.0%。 AI訓練資料集市場以圖像和視訊資料為主，因為它們廣泛應用於電腦視覺應用。
  • 由於人工智慧在各種應用中的廣泛整合，IT 產業將在 2024 年佔據市場主導地位。來自 IT 系統的資料（例如網路流量、網路安全日誌和客戶互動）用於訓練模型以執行異常檢測、自動化和預測性維護等任務。
  • 2024年，北美人工智慧訓練資料集集市場將以35.8%的主要佔有率引領全球市場。在北美，在人工智慧技術和研究的廣泛投資的推動下，人工智慧訓練資料集市場正在經歷強勁成長。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第3章人工智慧訓練資料集市場變數、趨勢和範圍

  • 全球人工智慧訓練資料集市場展望
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 波特五力分析
    • 供應商的力量
    • 買家的力量
    • 另類威脅
    • 新進入的威脅
    • 競爭公司之間的敵對關係
  • PESTEL分析
    • 政局
    • 經濟狀況
    • 社會情境
    • 技術狀況
    • 環境狀況
    • 法律狀況

第 4 章 AI 訓練資料集市場：估計與預測類型

  • AI訓練資料集市場：類型變化分析（2024/2030）

第5章人工智慧訓練資料集市場：產業展望、估計與預測

  • AI訓練資料集集市場：產業波動分析（2024/2030）
    • IT
    • 車
    • 政府
    • 衛生保健
    • BFSI
    • 零售/電子商務
    • 其他

第6章 人工智慧訓練資料集集市場：區域估算與趨勢分析

  • 按地區分類的人工智慧訓練資料集市場佔有率（2024 年和 2030 年）
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東/非洲
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 南非

第7章 競爭格局

  • 主要市場參與企業的最新趨勢和影響分析
  • 供應商情況
    • 公司分類
    • 主要經銷商及通路夥伴名單
    • 潛在客戶名單/上市公司
  • 競爭動態
    • 競爭標基準化分析
    • 策略規劃
    • 熱圖分析
  • 公司簡介/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