データ注釈ツールの世界市場レポート 2024年

データ注釈ツールの市場規模は近年急激に拡大しています。2023年の18億3,000万米ドルから2024年には23億7,000万米ドルへと、CAGR29.4％で拡大します。過去の期間に観察された成長は、注釈付きデータに対する需要の増加、高品質なラベル付きデータの必要性、規制遵守要件、自律走行車開発の進歩、データの品質と精度に特化した取り組み、スマート農業の世界の拡大に起因しています。

アジア太平洋は、2023年のデータ注釈ツール市場で最大の地域でした。北米は、データ注釈ツール市場レポート予測期間で最も急成長している地域になると予測されています。データ注釈ツール市場レポート対象地域は、アジア太平洋、西欧、東欧、北米、南米、中東・アフリカです。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

• 高インフレが市場に与える影響
• ウクライナ・ロシア戦争が市場に与える影響
• COVID-19による市場への影響

第5章 世界市場規模と成長

• 世界のデータ注釈ツール市場の促進要因と抑制要因
  • 市場促進要因
  • 市場抑制要因
• 世界のデータ注釈ツールの市場規模実績と成長、2018～2023年
• 世界のデータ注釈ツールの市場規模と成長を予測、2023～2028年、2033年

第6章 市場セグメンテーション

• 世界のデータ注釈ツール市場、タイプ別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
• テキスト
• 画像・動画
• オーディオ
• 世界のデータ注釈ツール市場、技術別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
• 監視
• 半監視
• 自動
• 世界のデータ注釈ツール市場、業界別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
• IT
• 自動車
• 政府
• 医療
• 金融業務
• 小売り
• その他

第7章 地域と国の分析

• 世界のデータ注釈ツール市場、地域別、実績と予測、2018～2023年、2023～2028年、2033年
• 世界のデータ注釈ツール市場、国別、実績と予測、2018～2023年、2023～2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• データ注釈ツール市場の競合情勢
• データ注釈ツール市場の企業プロファイル
  • Annotate.com
  • Appen Limited
  • CloudApp
  • Cogito Tech LLC
  • Deep Systems

第31章 競合ベンチマーキング

第32章 競合ダッシュボード

第33章 主要な合併と買収

第34章 将来の展望と潜在性分析

第35章 付録

Data Annotation Tools Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on data annotation tools market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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• Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
• All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for data annotation tools? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The data annotation tools market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

Scope

Markets Covered:

• 1) By Type: Text; Image/Video; Audio
• 2) By Technology: Supervised; Semi-Supervised; Automatic
• 3) By Vertical: IT; Automotive; Government; Healthcare; Financial Services; Retail; Other Verticals
• Companies Mentioned: Annotate.com; Appen Limited; CloudApp; Cogito Tech LLC; Deep Systems
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Executive Summary

A data annotation tool is a software solution designed for annotating production-grade training data for machine learning. These tools can be cloud-based, on-premises, or containerized.

The primary types of data annotation tools include text, image or video, and audio annotation. Text annotation involves tagging various sentiments in text, such as angry or sarcastic, to train the machine in recognizing human intent or emotion behind words in specific applications. These tools employ various supervised, semi-supervised, and automatic technologies and find applications in diverse verticals, including IT, automotive, government, healthcare, financial services, retail, and other industries.

The data annotation tools market research report is one of a series of new reports from The Business Research Company that provides data annotation tools market statistics, including data annotation tools industry global market size, regional shares, competitors with a data annotation tools market share, detailed data annotation tools market segments, market trends and opportunities, and any further data you may need to thrive in the data annotation tools industry. This data annotation tools market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The data annotation tools market size has grown exponentially in recent years. It will grow from $1.83 billion in 2023 to $2.37 billion in 2024 at a compound annual growth rate (CAGR) of 29.4%. The growth observed in the historical period can be attributed to the increased demand for annotated data, the necessity for high-quality labeled data, regulatory compliance requirements, advancements in autonomous vehicle development, a dedicated focus on data quality and accuracy, and the global expansion of smart agriculture.

The data annotation tools market size is expected to see exponential growth in the next few years. It will grow to $6.74 billion in 2028 at a compound annual growth rate (CAGR) of 29.8%. Anticipated growth in the forecast period can be attributed to advancements in annotation automation, a rising adoption of federated learning, an emphasis on active learning techniques, improved tools for handling 3D data, the development of annotation tools for multimodal data, and a focus on cost-effective annotation solutions. Major trends expected in the forecast period include a growing emphasis on computer vision, the outsourcing of data annotation services, a shift toward semi-supervised and self-supervised learning, the utilization of crowdsourcing for large-scale annotation projects, and the integration of collaboration features in annotation platforms.

The growth of the data annotation tools market is anticipated to be propelled by the increasing prominence of big data. Big data, characterized by its diverse and large-scale information, plays a pivotal role in data annotation for machine learning processes. The metrics employed in these processes involve the storage, analysis, and management of substantial volumes of data. According to a report by the World Economic Forum, it is estimated that by 2025, a staggering 463 exabytes of massive data, equivalent to 212.77 million DVDs per day, will be generated globally. This surge in big data usage is poised to drive the growth of the data annotation tools market.

The growth of the data annotation tools market is set to be propelled by the increasing internet penetration in both rural and urban areas. The surge in internet utilization has led to a higher demand for data annotation tools, driven by the escalating volume of data available for analysis. This trend is a direct outcome of the widespread integration of AI and machine learning technologies across various sectors, underscoring the pivotal role of data annotation in training and enhancing these technologies. According to DataReportal, 5.07 billion people worldwide, or 63.5% of the global population, use the internet. In India, there were 692 million active internet users as of July 2022, with an estimated projection of 900 million internet users by 2025. The increasing internet penetration acts as a significant driver for the data annotation tools market.

A key trend gaining traction in the data annotation tools market is technological advancement. Major market players are dedicating efforts to creating innovative technologies for storing and managing bulk data, exemplified by the introduction of mobile 3D point cloud data labeling. In June 2021, ByteBridge, a China-based company specializing in data labeling services, launched the world's first mobile-based 3D point cloud data labeling service. This service caters to the growing need for advanced data annotation tools, especially in applications involving 3D point cloud data generated by sensors like LiDAR. Technological innovation remains a significant factor shaping the landscape of the data annotation tools market.

Major companies in the data annotation tools market are increasingly emphasizing strategic partnerships and collaborations as a means to enhance their financial strength, fortify their product portfolios, and broaden their global presence. A strategic partnership or collaboration involves a formal alliance where two or more organizations combine their resources, expertise, and capabilities to achieve mutually advantageous objectives. As an illustration, in November 2022, TechSee, an Israel-based company specializing in AI-powered service automation and visual engagement technologies, announced a strategic partnership with TELUS International, a Canada-based digital customer experience innovator. This collaboration is geared towards introducing live computer vision capabilities to engagement centers, enriching TELUS International's technology stack. Through this partnership, TechSee's suite of AI-powered service automation and visual engagement products will be integrated into TELUS International's customer offerings. The collaboration is anticipated to drive innovation and enhance profitability for TELUS International's clients, ultimately facilitating the delivery of superior customer experiences.

In March 2021, TELUS International, a Canada-based technology company, completed the acquisition of Lionbridge AI for an undisclosed amount. This strategic move bolsters TELUS International's presence in the rapidly expanding new economy services market, empowering its team to support critical AI applications amid the growing demand for high-quality, multilingual data annotation. Lionbridge AI, based in the United States, is a provider of scalable data annotation services for text, images, videos, and audio. The acquisition further positions TELUS International as a key player in meeting the evolving needs of the data annotation tools market.

Major companies operating in the data annotation tools market report are Annotate.com, Appen Limited, CloudApp, Cogito Tech LLC, Deep Systems, iMerit Technology Services Pvt. Ltd., Samasource Inc., Lionbridge Technologies Inc., Clickworker GmbH, CloudFactory Limited, Scale Inc., Amazon Web Services Inc., Playment Inc., Labelbox Inc., Neurala Inc., Webtunix AI, Hive CloudApp Inc., TagX, Anolytics, LightTag, Alegion Inc., DefinedCrowd Corporation, Edgecase AI, V7 Labs, Supervisely OU, Dataloop AI.

Asia Pacific was the largest region in the data annotation tools market in 2023. North America is expected to be the fastest-growing region in the data annotation tools market report forecast period. The regions covered in the data annotation tools market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the data annotation tools market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The data annotation tools market consists of revenues earned by entities by providing data annotation services such as voice activity detection, speaker identification, automated speech, content moderation, data labelling services, and others. The data annotation market also includes sales of macOS, Windows, Linux, bounding boxes, and other types that are used in providing data annotation. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Table of Contents

1. Executive Summary

2. Data Annotation Tools Market Characteristics

3. Data Annotation Tools Market Trends And Strategies

4. Data Annotation Tools Market - Macro Economic Scenario

• 4.1. Impact Of High Inflation On The Market
• 4.2. Ukraine-Russia War Impact On The Market
• 4.3. COVID-19 Impact On The Market

5. Global Data Annotation Tools Market Size and Growth

• 5.1. Global Data Annotation Tools Market Drivers and Restraints
  • 5.1.1. Drivers Of The Market
  • 5.1.2. Restraints Of The Market
• 5.2. Global Data Annotation Tools Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
• 5.3. Global Data Annotation Tools Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Data Annotation Tools Market Segmentation

• 6.1. Global Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Text
• Image/Video
• Audio
• 6.2. Global Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Supervised
• Semi-Supervised
• Automatic
• 6.3. Global Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• IT
• Automotive
• Government
• Healthcare
• Financial Services
• Retail
• Other Verticals

7. Data Annotation Tools Market Regional And Country Analysis

• 7.1. Global Data Annotation Tools Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 7.2. Global Data Annotation Tools Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Data Annotation Tools Market

• 8.1. Asia-Pacific Data Annotation Tools Market Overview
• Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.3. Asia-Pacific Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.4. Asia-Pacific Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Data Annotation Tools Market

• 9.1. China Data Annotation Tools Market Overview
• 9.2. China Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.3. China Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.4. China Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Data Annotation Tools Market

• 10.1. India Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.2. India Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.3. India Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Data Annotation Tools Market

• 11.1. Japan Data Annotation Tools Market Overview
• 11.2. Japan Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.3. Japan Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.4. Japan Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Data Annotation Tools Market

• 12.1. Australia Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.2. Australia Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.3. Australia Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Data Annotation Tools Market

• 13.1. Indonesia Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.2. Indonesia Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.3. Indonesia Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Data Annotation Tools Market

• 14.1. South Korea Data Annotation Tools Market Overview
• 14.2. South Korea Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.3. South Korea Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.4. South Korea Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Data Annotation Tools Market

• 15.1. Western Europe Data Annotation Tools Market Overview
• 15.2. Western Europe Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.3. Western Europe Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.4. Western Europe Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Data Annotation Tools Market

• 16.1. UK Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.2. UK Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.3. UK Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Data Annotation Tools Market

• 17.1. Germany Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.2. Germany Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.3. Germany Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Data Annotation Tools Market

• 18.1. France Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.2. France Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.3. France Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Data Annotation Tools Market

• 19.1. Italy Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.2. Italy Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.3. Italy Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Data Annotation Tools Market

• 20.1. Spain Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.2. Spain Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.3. Spain Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Data Annotation Tools Market

• 21.1. Eastern Europe Data Annotation Tools Market Overview
• 21.2. Eastern Europe Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.3. Eastern Europe Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.4. Eastern Europe Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Data Annotation Tools Market

• 22.1. Russia Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.2. Russia Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.3. Russia Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Data Annotation Tools Market

• 23.1. North America Data Annotation Tools Market Overview
• 23.2. North America Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.3. North America Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.4. North America Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Data Annotation Tools Market

• 24.1. USA Data Annotation Tools Market Overview
• 24.2. USA Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.3. USA Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.4. USA Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Data Annotation Tools Market

• 25.1. Canada Data Annotation Tools Market Overview
• 25.2. Canada Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.3. Canada Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.4. Canada Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Data Annotation Tools Market

• 26.1. South America Data Annotation Tools Market Overview
• 26.2. South America Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.3. South America Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.4. South America Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Data Annotation Tools Market

• 27.1. Brazil Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.2. Brazil Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.3. Brazil Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Data Annotation Tools Market

• 28.1. Middle East Data Annotation Tools Market Overview
• 28.2. Middle East Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.3. Middle East Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.4. Middle East Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Data Annotation Tools Market

• 29.1. Africa Data Annotation Tools Market Overview
• 29.2. Africa Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.3. Africa Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.4. Africa Data Annotation Tools Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Data Annotation Tools Market Competitive Landscape And Company Profiles

• 30.1. Data Annotation Tools Market Competitive Landscape
• 30.2. Data Annotation Tools Market Company Profiles
  • 30.2.1. Annotate.com
    • 30.2.1.1. Overview
    • 30.2.1.2. Products and Services
    • 30.2.1.3. Strategy
    • 30.2.1.4. Financial Performance
  • 30.2.2. Appen Limited
    • 30.2.2.1. Overview
    • 30.2.2.2. Products and Services
    • 30.2.2.3. Strategy
    • 30.2.2.4. Financial Performance
  • 30.2.3. CloudApp
    • 30.2.3.1. Overview
    • 30.2.3.2. Products and Services
    • 30.2.3.3. Strategy
    • 30.2.3.4. Financial Performance
  • 30.2.4. Cogito Tech LLC
    • 30.2.4.1. Overview
    • 30.2.4.2. Products and Services
    • 30.2.4.3. Strategy
    • 30.2.4.4. Financial Performance
  • 30.2.5. Deep Systems
    • 30.2.5.1. Overview
    • 30.2.5.2. Products and Services
    • 30.2.5.3. Strategy
    • 30.2.5.4. Financial Performance

31. Global Data Annotation Tools Market Competitive Benchmarking

32. Global Data Annotation Tools Market Competitive Dashboard

33. Key Mergers And Acquisitions In The Data Annotation Tools Market

34. Data Annotation Tools Market Future Outlook and Potential Analysis

• 34.1 Data Annotation Tools Market In 2028 - Countries Offering Most New Opportunities
• 34.2 Data Annotation Tools Market In 2028 - Segments Offering Most New Opportunities
• 34.3 Data Annotation Tools Market In 2028 - Growth Strategies
  • 34.3.1 Market Trend Based Strategies
  • 34.3.2 Competitor Strategies

35. Appendix

• 35.1. Abbreviations
• 35.2. Currencies
• 35.3. Historic And Forecast Inflation Rates
• 35.4. Research Inquiries
• 35.5. The Business Research Company
• 35.6. Copyright And Disclaimer