表紙:AIトレーニングデータセットの世界市場:タイプ別(テキスト、画像/ビデオ、オーディオ)・業界別(IT、自動車、政府、ヘルスケア、BFSI)・地域別予測(2021年~2027年)
市場調査レポート
商品コード
1035926

AIトレーニングデータセットの世界市場:タイプ別(テキスト、画像/ビデオ、オーディオ)・業界別(IT、自動車、政府、ヘルスケア、BFSI)・地域別予測(2021年~2027年)

Global AI Training Dataset Market Size study, By Type (Text, Image/Video, Audio), By Vertical (IT, Automotive, Government, Healthcare, BFSI) and Regional Forecasts 2021-2027

出版日: | 発行: Bizwit Research & Consulting LLP | ページ情報: 英文 | 納期: 2~3営業日

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=135.61円
AIトレーニングデータセットの世界市場:タイプ別(テキスト、画像/ビデオ、オーディオ)・業界別(IT、自動車、政府、ヘルスケア、BFSI)・地域別予測(2021年~2027年)
出版日: 2021年11月07日
発行: Bizwit Research & Consulting LLP
ページ情報: 英文
納期: 2~3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のAIトレーニングデータセットの市場規模は、2020年は約11億5,000万米ドルで、2021年から2027年の予測期間には19.50%以上の成長率で成長すると予想されています。

AIトレーニングデータは、基本的にはAIベースのトレーニングや機械学習データを提供し、必要な意思決定を行うために使用されます。例えば、自動運転車のモデルを構築する場合、トレーニングデータセットには、道路標識、車の信号、人を認識するためにラベル付けされたビデオや画像が含まれます。

同市場は、映像や音声の認識など、さまざまな用途で人工知能の需要が高まっていることによって促進されています。また、AIアプリケーション、ビッグデータ、医療、映像・音声認識、自律走行車などの産業用ロボット産業が、同市場に新たな機会を提供すると期待されています。さらに、政府、防衛、民間組織によるAIと機械学習の採用の増加は、市場の成長を促進します。また、人間と機械のインタラクションのための採用の増加は、予測期間中の市場の成長を増加させる可能性があります。一方で、複雑な実装と技術的な理解不足が、2021年から2027年の予測期間における市場の成長を妨げています。

当レポートでは、世界のAIトレーニングデータセット市場を調査しており、市場の概要、市場分析、タイプ・業界・地域別の分析、および競合情勢など、包括的な情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 世界のAIトレーニングデータセット市場の定義と範囲

第3章 世界のAIトレーニングデータセット市場力学

  • AIトレーニングデータセット市場影響分析(2019年~2027年)

第4章 世界のAIトレーニングデータセット市場:業界分析

  • ポーターの5フォースモデル
  • PEST分析
  • 投資採用モデル
  • アナリストの推奨事項と結論

第5章 世界のAIトレーニングデータセット市場:タイプ別

  • 市場スナップショット
  • タイプ別の世界のAIトレーニングデータセット市場:潜在的な分析
  • タイプ別の世界のAIトレーニングデータセット市場の推定と予測(2018年~2027年)
  • 世界のAIトレーニングデータセット市場、サブセグメント分析
    • 文章
    • 画像/ビデオ
    • 音声

第6章 世界のAIトレーニングデータセット市場:業界別

  • 市場スナップショット
  • 業界別の世界のAIトレーニングデータセット市場:潜在的な分析
  • 業界別の世界のAIトレーニングデータセット市場の推定と予測(2018年~2027年)
  • 世界のAIトレーニングデータセット市場、サブセグメント分析
    • IT
    • 自動車
    • 政府
    • ヘルスケア
    • BFSI

第7章 世界のAIトレーニングデータセット市場:地域分析

  • 世界の地域市場のスナップショット
  • 北米
    • 米国
    • カナダ
  • 欧州のスナップショット
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • その他欧州
  • アジア太平洋のスナップショット
    • 中国
    • インド
    • 日本
    • オーストラリア
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカのスナップショット
    • ブラジル
    • メキシコ
  • その他の地域

第8章 競合情報

  • トップ市場戦略
  • 企業プロファイル
    • Google, LLC(Kaggle)
    • Deep Vision Data
    • Appen Limited
    • Cogito Tech LLC
    • Lionbridge Technologies, Inc.
    • Amazon Web Services, Inc.
    • Microsoft Corporation
    • Scale AI Inc.
    • Samasource Inc.
    • Alegion

第9章 調査プロセス

図表

LIST OF TABLES

  • TABLE 1. Global AI Training Dataset Market, report scope
  • TABLE 2. Global AI Training Dataset Market estimates & forecasts by Region 2018-2027 (USD Billion)
  • TABLE 3. Global AI Training Dataset Market estimates & forecasts by Type, 2018-2027 (USD Billion)
  • TABLE 4. Global AI Training Dataset Market estimates & forecasts by Vertical, 2018-2027 (USD Billion)
  • TABLE 5. Global AI Training Dataset Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 6. Global AI Training Dataset Market by region, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 7. Global AI Training Dataset Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 8. Global AI Training Dataset Market by region, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 9. Global AI Training Dataset Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 10. Global AI Training Dataset Market by region, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 11. Global AI Training Dataset Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 12. Global AI Training Dataset Market by region, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 13. Global AI Training Dataset Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 14. Global AI Training Dataset Market by region, estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 15. U.S. AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 16. U.S. AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 17. U.S. AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 18. Canada AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 19. Canada AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 20. Canada AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 21. UK AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 22. UK AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 23. UK AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 24. Germany AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 25. Germany AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 26. Germany AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 27. RoE AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 28. RoE AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 29. RoE AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 30. China AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 31. China AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 32. China AI Training Dataset Market estimates & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 33. India AI Training Dataset Market estimates & forecasts, 2018-2027 (USD Billion)
  • TABLE 34. India AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 35. India AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 36. Japan AI Training Dataset Market estimates, & forecasts, 2018-2027 (USD Billion)
  • TABLE 37. Japan AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 38. Japan AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 39. RoAPAC AI Training Dataset Market estimates, & forecasts, 2018-2027 (USD Billion)
  • TABLE 40. RoAPAC AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 41. RoAPAC AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 42. Brazil AI Training Dataset Market estimates, & forecasts, 2018-2027 (USD Billion)
  • TABLE 43. Brazil AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 44. Brazil AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 45. Mexico AI Training Dataset Market estimates, & forecasts, 2018-2027 (USD Billion)
  • TABLE 46. Mexico AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 47. Mexico AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 48. RoLA AI Training Dataset Market estimates, & forecasts, 2018-2027 (USD Billion)
  • TABLE 49. RoLA AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 50. RoLA AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 51. Row AI Training Dataset Market estimates, & forecasts, 2018-2027 (USD Billion)
  • TABLE 52. Row AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 53. Row AI Training Dataset Market estimates, & forecasts by segment 2018-2027 (USD Billion)
  • TABLE 54. List of secondary sources, used in the study of global AI Training Dataset Market
  • TABLE 55. List of primary sources, used in the study of global AI Training Dataset Market
  • TABLE 56. Years considered for the study
  • TABLE 57. Exchange rates considered

LIST OF FIGURES

List of figures

  • FIG 1. Global AI Training Dataset Market, research methodology
  • FIG 2. Global AI Training Dataset Market, market estimation techniques
  • FIG 3. Global market size estimates & forecast methods
  • FIG 4. Global AI Training Dataset Market, key trends 2020
  • FIG 5. Global AI Training Dataset Market, growth prospects 2021-2027
  • FIG 6. Global AI Training Dataset Market, porters 5 force model
  • FIG 7. Global AI Training Dataset Market, pest analysis
  • FIG 8. Global AI Training Dataset Market, value chain analysis
  • FIG 9. Global AI Training Dataset Market by segment, 2018 & 2027 (USD Billion)
  • FIG 10. Global AI Training Dataset Market by segment, 2018 & 2027 (USD Billion)
  • FIG 11. Global AI Training Dataset Market by segment, 2018 & 2027 (USD Billion)
  • FIG 12. Global AI Training Dataset Market by segment, 2018 & 2027 (USD Billion)
  • FIG 13. Global AI Training Dataset Market by segment, 2018 & 2027 (USD Billion)
  • FIG 14. Global AI Training Dataset Market, regional snapshot 2018 & 2027
  • FIG 15. North America AI Training Dataset Market 2018 & 2027 (USD Billion)
  • FIG 16. Europe AI Training Dataset Market 2018 & 2027 (USD Billion)
  • FIG 17. Asia pacific AI Training Dataset Market 2018 & 2027 (USD Billion)
  • FIG 18. Latin America AI Training Dataset Market 2018 & 2027 (USD Billion)
  • FIG 19. Global AI Training Dataset Market, company market share analysis (2020)
目次

Global AI Training Dataset Market is valued approximately USD 1.15 billion in 2020 and is anticipated to grow with a healthy growth rate of more than 19.50 % over the forecast period 2021-2027. AI Training data is basically used to provide AI based training and machine learning data to make necessary decisions. For example, if a model for a self-driving car is build, the training dataset will include videos and images labeled to recognize street signs, car signals vs people. Rise in demand of artificial intelligence in various applications such as video, audio recognition pushes the market growth of AI training dataset. For Instance: according to IRDS International Roadmap for Devices The global AI market is estimated to attain USD 390.9 billion by 2025, with CAGR of 55.6%. It also states that AI applications, industrial robotics industries in the big data, medical, video and audio recognition, and autonomous vehicles, can provide those opportunities. Increasing adoption of AI and machine learning by government, defense, and private organization will enhance the market growth However, complex implementation and lack of technical active understanding impedes the growth of the market over the forecast period of 2021-2027. Also, rise in adoption for human and machine interaction is likely to increase the market growth during the forecast period.

The regional analysis of global AI Training Dataset Market is considered for the key regions such as Asia Pacific, North America, Europe, Latin America and Rest of the World. North America is the leading region across the world in terms of market share owing to the vendors actively focusing on launching latest datasets to enhance the adoption of AI technology various sectors. Whereas Asia-Pacific is also anticipated to exhibit highest growth rate over the forecast period 2021-2027. Factors such as increasing adoption rate of rising technologies would create lucrative growth prospects for the AI Training Dataset Market across Asia-Pacific region.

Major market player included in this report are:

Google, LLC (Kaggle)

Appen Limited

Cogito Tech LLC

Lionbridge Technologies, Inc.

Amazon Web Services, Inc.

Microsoft Corporation

Scale AI Inc.

Samasource Inc.

Alegion

Deep Vision Data

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Type:

Text

Image/Video

Audio

By Vertical:

IT

Automotive, Government

Healthcare

BFSI

By Region:

North America

U.S.

Canada

Europe

UK

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Furthermore, years considered for the study are as follows:

Historical year - 2018, 2019

Base year - 2020

Forecast period - 2021 to 2027

Target Audience of the Global AI Training Dataset Market in Market Study:

Key Consulting Companies & Advisors

Large, medium-sized, and small enterprises

Venture capitalists

Value-Added Resellers (VARs)

Third-party knowledge providers

Investment bankers

Investors

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2019-2027 (USD Billion)
    • 1.2.1. Global AI Training Dataset Market, by Region, 2019-2027 (USD Billion)
    • 1.2.2. Global AI Training Dataset Market, by Type, 2019-2027 (USD Billion)
    • 1.2.3. Global AI Training Dataset Market, by Vertical, 2019-2027 (USD Billion)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global AI Training Dataset Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Scope of the Study
    • 2.2.2. Industry Evolution
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global AI Training Dataset Market Dynamics

  • 3.1. AI Training Dataset Market Impact Analysis (2019-2027)
    • 3.1.1. Market Drivers
      • 3.1.1.1. Rise in demand of artificial intelligence in various applications
      • 3.1.1.2. Increasing adoption of AI and machine learning by government, defence, and private organizations.
    • 3.1.2. Market Challenges
      • 3.1.2.1. Complex implementation and lack of technical active understanding
    • 3.1.3. Market Opportunities
      • 3.1.3.1. Rise in adoption for human and machine interaction

Chapter 4. Global AI Training Dataset Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
    • 4.1.6. Futuristic Approach to Porter's 5 Force Model (2018-2027)
  • 4.2. PEST Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
  • 4.3. Investment Adoption Model
  • 4.4. Analyst Recommendation & Conclusion

Chapter 5. Global AI Training Dataset Market, by Type

  • 5.1. Market Snapshot
  • 5.2. Global AI Training Dataset Market by Type, Performance - Potential Analysis
  • 5.3. Global AI Training Dataset Market Estimates & Forecasts by Type 2018-2027 (USD Billion)
  • 5.4. Global AI Training Dataset Market, Sub Segment Analysis
    • 5.4.1. Text
    • 5.4.2. Image/Video
    • 5.4.3. Audio

Chapter 6. Global AI Training Dataset Market, by Vertical,

  • 6.1. Market Snapshot
  • 6.2. Global AI Training Dataset Market by Vertical, Performance - Potential Analysis
  • 6.3. Global AI Training Dataset Market Estimates & Forecasts by Vertical, 2018-2027 (USD Billion)
  • 6.4. Global AI Training Dataset Market, Sub Segment Analysis
    • 6.4.1. IT
    • 6.4.2. Automotive
    • 6.4.3. Government
    • 6.4.4. Healthcare
    • 6.4.5. BFSI

Chapter 7. Global AI Training Dataset Market, Regional Analysis

  • 7.1. Global AI Training Dataset Market, Regional Market Snapshot
  • 7.2. North America AI Training Dataset Market
    • 7.2.1. U.S. AI Training Dataset Market
      • 7.2.1.1. Type breakdown estimates & forecasts, 2018-2027
      • 7.2.1.2. Vertical breakdown estimates & forecasts, 2018-2027
    • 7.2.2. Canada AI Training Dataset Market
  • 7.3. Europe AI Training Dataset Market Snapshot
    • 7.3.1. U.K. AI Training Dataset Market
    • 7.3.2. Germany AI Training Dataset Market
    • 7.3.3. France AI Training Dataset Market
    • 7.3.4. Spain AI Training Dataset Market
    • 7.3.5. Italy AI Training Dataset Market
    • 7.3.6. Rest of Europe AI Training Dataset Market
  • 7.4. Asia-Pacific AI Training Dataset Market Snapshot
    • 7.4.1. China AI Training Dataset Market
    • 7.4.2. India AI Training Dataset Market
    • 7.4.3. Japan AI Training Dataset Market
    • 7.4.4. Australia AI Training Dataset Market
    • 7.4.5. South Korea AI Training Dataset Market
    • 7.4.6. Rest of Asia Pacific AI Training Dataset Market
  • 7.5. Latin America AI Training Dataset Market Snapshot
    • 7.5.1. Brazil AI Training Dataset Market
    • 7.5.2. Mexico AI Training Dataset Market
  • 7.6. Rest of The World AI Training Dataset Market

Chapter 8. Competitive Intelligence

  • 8.1. Top Market Strategies
  • 8.2. Company Profiles
    • 8.2.1. Google, LLC (Kaggle)
      • 8.2.1.1. Key Information
      • 8.2.1.2. Overview
      • 8.2.1.3. Financial (Subject to Data Availability)
      • 8.2.1.4. Product Summary
      • 8.2.1.5. Recent Developments
    • 8.2.2. Deep Vision Data
    • 8.2.3. Appen Limited
    • 8.2.4. Cogito Tech LLC
    • 8.2.5. Lionbridge Technologies, Inc.
    • 8.2.6. Amazon Web Services, Inc.
    • 8.2.7. Microsoft Corporation
    • 8.2.8. Scale AI Inc.
    • 8.2.9. Samasource Inc.
    • 8.2.10. Alegion

Chapter 9. Research Process

  • 9.1. Research Process
    • 9.1.1. Data Mining
    • 9.1.2. Analysis
    • 9.1.3. Market Estimation
    • 9.1.4. Validation
    • 9.1.5. Publishing
  • 9.2. Research Attributes
  • 9.3. Research Assumption