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市场调查报告书
商品编码
1505080

资料註释工具市场、占有率、规模、趋势、行业分析报告：依类型、依註释类型、依行业、依地区、细分市场预测，2024-2032年

Data Annotation Tools Market Share, Size, Trends, Industry Analysis Report, By Type, By Annotation Type, By Vertical, By Region; Segment Forecast, 2024 - 2032
出版日期: | 出版商: Polaris Market Research | 英文 111 Pages | 商品交期: 最快1-2个工作天内

价格

根据Polaris Market Research的最新研究，到2032年，全球资料标註工具市场规模预计将达到89.5185亿美元。本研究报告提供了对当前市场动态的详细洞察，并对未来市场成长进行了分析。

由于影像资料工具在医疗保健、汽车和零售领域的渗透率不断提高，该产业快速成长。此外，为自动驾驶汽车的发展而增加的研发活动投资以及最新人工智慧技术的快速进步推动市场发展。此外，日益采用高品质输入资料来实现高精度和精确度也有助于这些工具的全球产业成长。

汽车产业对人工智慧的接受度不断提高，推动了这些资料工具在全球的采用。人工智慧技术在解决交通运输挑战方面具有巨大潜力，特别是在安全性、可靠性和可预测性、效率以及污染等环境问题方面。人工智慧将继续改变汽车和运输行业，使其变得更有效率和安全，特别是随着自动驾驶汽车的发展。

在汽车中引进人工智慧还可以为交通管理提供创新的解决方案，更有效地引导汽车，避免事故、碰撞和死亡，并协助执法。而且，采用人工智慧技术的主要原因是无人驾驶汽车可以执行一些人类无法执行的功能。汽车人工智慧的最新进展催生了多种演算法，可以大幅提高自动驾驶汽车的功能。因此，有几个因素推动人工智慧在汽车和运输领域的采用，进而推动产业的成长。

Amazon Mechanical Turk、Annotate.com、Appen Limited、Clickworker、CloudFactory Limited、Cogito Tech LLC、Dbrain、Explosion AI GMbH、Figure 8 Inc.、Google LLC、Lighttag、Lionbridge Technologies, Inc.、Lotus Quality Assurance、Playment Inc.、Scale AI, INC.、SuperAnnotate LLC、Tagtog、Trilldata Technologies Pvt Ltd. 等市场参与者是全球市场运营的一些主要公司。

目录

第1章 简介

第2章 执行摘要

第3章 研究方法

第4章 资料註释工具市场洞察

  • 资料註解工具 - 产业快照
  • 资料註释工具市场动态
    • 推动因素和机会
      • 越来越需要让文字和图像更具互动性和吸引力
      • 人工智慧和机器学习的迅速传播
    • 抑制因素和挑战
      • 缺乏熟练劳动力且手动註释复杂图像的成本较高
  • PESTLE分析
  • 资料标註工具市场产业趋势
  • 新冠肺炎（COVID-19）影响分析

第5章 全球资料註释工具市场：依类型

  • 主要发现
  • 简介
  • 文字
  • 图片/视频
  • 音讯

第6章 全球资料标註工具市场：依标註类型

  • 主要发现
  • 简介
  • 手动
  • 半监控
  • 自动

第7章 全球资料註释工具市场：依行业

  • 主要发现
  • 简介
    • 2016-2028年全球资料註释工具市场：依行业
  • IT
    • 2016-2028年全球资料註释工具市场：依 IT 部门、地区
  • 汽车
    • 2016-2028年全球资料註释工具市场：依车辆、地区
  • 政府
    • 2016-2028年全球资料註释工具市场：依政府、地区
  • 医疗保健
    • 2016-2028年全球资料註释工具市场：依医疗保健产业、依地区
  • 金融服务
    • 2016-2028年全球资料註释工具市场：依金融服务、依地区
  • 零售
    • 2016-2028年全球资料註释工具市场：依零售方式、依地区
  • 其他
    • 2016-2028年全球资料註释工具市场：依其他地区

第8章 资料註释工具市场：区域

  • 主要发现
  • 简介
  • 北美
  • 欧洲
  • 亚太地区
  • 中东、非洲
  • 拉丁美洲

第9章 竞争态势

  • 扩张与收购分析
    • 扩张
    • 收购
  • 合作/协作/协议/揭露

第10章 公司简介

  • Amazon Mechanical Turk
  • Annotate.com
  • Appen Limited
  • Clickworker
  • CloudFactory Limited
  • Explosion AI GMbH
  • Figure Eight Inc.
  • Google LLC
  • Lighttag
  • Lionbridge Technologies, Inc.
  • Lotus Quality Assurance
  • Playment Inc
  • Scale AI
  • SuperAnnotate LLC
  • Tagtog
  • Trilldata Technologies Pvt Ltd
Product Code: PM2066

The global data annotation tools market size is expected to reach USD 8951.85 million by 2032 according to a new study by Polaris Market Research. The report "Data Annotation Tools Market Share, Size, Trends, Industry Analysis Report, By Type (Text, Image/Video, Audio), By Annotation Type (Manual, Semi-supervised, Automatic), By Vertical (IT, Automotive, Government, Healthcare, Financial Services, Retail, Others), By Region; Segment Forecast, 2024-2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The industry is growing at a significant pace due to the rising penetration of the image data tools in the healthcare, automotive, and retail sectors. In addition, growing investments in the research & development activities for the growth of self-driving vehicles and the rapid advancement in the latest AI technologies drive market development. Increasing adoption of high-quality input data for high precision and accuracy also contributes to global industry growth of these tools.

The growing acceptance of AI in the automotive industry impels the adoption of these data tools across the globe. AI technologies have enormous potential to address challenges in transportation, specifically with regard to safety, reliability & predictability, efficiency, and environmental issues like pollution. AI will continue to transform the automotive & transportation sector to make it more efficient and safer, particularly developing autonomous vehicles.

The deployment of AI in automobiles can also offer innovations in traffic management for solutions to more effectively route cars, avoid accidents, crashes, and fatalities, and assist law enforcement. Moreover, the major reason for adopting AI technology is that the driverless car can perform several functions that are not achievable by humans. Recent advances in AI for automotive have resulted in some algorithms which have dramatically enhanced the ability of self-driven cars. Thus, these are the few factors that boost the adoption of AI in automotive & transportation, which, in turn, boost the industry growth.

Market participants such as Amazon Mechanical Turk, Annotate.com, Appen Limited, Clickworker, CloudFactory Limited, Cogito Tech LLC, Dbrain, Explosion AI GMbH, Figure Eight Inc., Google LLC, Lighttag, Lionbridge Technologies, Inc., Lotus Quality Assurance, Playment Inc, Scale AI, INC., SuperAnnotate LLC, Tagtog, Trilldata Technologies Pvt Ltd. are some of the key players operating in the global market.

Polaris Market Research has segmented the data annotation tools market report on the basis of type, annotation type, vertical and region:

Data Annotation Tools, Type Outlook (Revenue - USD Million, 2016 - 2028)

  • Text
  • Image/Video
  • Audio

Data Annotation Tools, Annotation Type Outlook (Revenue - USD Million, 2016 - 2028)

  • Manual
  • Semi-supervised
  • Automatic

Data Annotation Tools, Vertical Outlook (Revenue - USD Million, 2016 - 2028)

  • IT
  • Automotive
  • Government
  • Healthcare
  • Financial Services
  • Retail
  • Others

Data Annotation Tools, Regional Outlook (Revenue - USD Million, 2016 - 2028)

  • North America
  • U.S.
  • Canada
  • Europe
  • France
  • Germany
  • UK
  • Italy
  • Netherlands
  • Spain
  • Austria
  • Asia Pacific
  • China
  • India
  • Japan
  • Malaysia
  • Indonesia
  • South Korea
  • Latin America
  • Mexico
  • Brazil
  • Argentina
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Data Annotation Tools Market Insights

  • 4.1. Data Annotation Tools - Industry Snapshot
  • 4.2. Data Annotation Tools Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Growing need to make text/ image more interactive and engaging
      • 4.2.1.2. Rapid penetration of AI and machine learning
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Lack of skilled labor and high costs associated with manual annotation of complex images
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. Data Annotation Tools Market Industry trends
  • 4.6. COVID-19 Impact Analysis

5. Global Data Annotation Tools Market, by Type

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • 5.3. Text
    • 5.3.1. Global Data Annotation Tools Market, by Text, by Region, 2016 - 2028 (USD Million)
  • 5.4. Image/Video
    • 5.4.1. Global Data Annotation Tools Market, by Image/Video, by Region, 2016 - 2028 (USD Million)
  • 5.5. Audio
    • 5.5.1. Global Data Annotation Tools Market, by Audio, by Region, 2016 - 2028 (USD Million)

6. Global Data Annotation Tools Market, by Annotation

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • 6.3. Manual
    • 6.3.1. Global Data Annotation Tools Market, by Manual, by Region, 2016 - 2028 (USD Million)
  • 6.4. Semi-supervised
    • 6.4.1. Global Data Annotation Tools Market, by Semi-supervised, by Region, 2016 - 2028 (USD Million)
  • 6.5. Automatic
    • 6.5.1. Global Data Annotation Tools Market, by Automatic, by Region, 2016 - 2028 (USD Million)

7. Global Data Annotation Tools Market , by Vertical

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • 7.3. IT
    • 7.3.1. Global Data Annotation Tools Market, by IT, by Region, 2016 - 2028 (USD Million)
  • 7.4. Automotive
    • 7.4.1. Global Data Annotation Tools Market, by Automotive, by Region, 2016 - 2028 (USD Million)
  • 7.5. Government
    • 7.5.1. Global Data Annotation Tools Market, by Government, by Region, 2016 - 2028 (USD Million)
  • 7.6. Healthcare
    • 7.6.1. Global Data Annotation Tools Market, by Healthcare, by Region, 2016 - 2028 (USD Million)
  • 7.7. Financial Services
    • 7.7.1. Global Data Annotation Tools Market, by Financial Services, by Region, 2016 - 2028 (USD Million)
  • 7.8. Retail
    • 7.8.1. Global Data Annotation Tools Market, by Retail, by Region, 2016 - 2028 (USD Million)
  • 7.9. Others
    • 7.9.1. Global Data Annotation Tools Market, by Others, by Region, 2016 - 2028 (USD Million)

8. Data Annotation Tools Market, by Geography

  • 8.1. Key findings
  • 8.2. Introduction
    • 8.2.1. Data Annotation Tools Market Assessment, By Geography, 2016 - 2028 (USD Million)
  • 8.3. Data Annotation Tools Market - North America
    • 8.3.1. North America: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
    • 8.3.2. North America: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
    • 8.3.3. North America: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.3.4. Data Annotation Tools Market - U.S.
      • 8.3.4.1. U.S.: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.3.4.2. U.S.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.3.4.3. U.S.: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.3.5. Data Annotation Tools Market - Canada
      • 8.3.5.1. Canada: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.3.5.2. Canada.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.3.5.3. Canada: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • 8.4. Data Annotation Tools Market - Europe
    • 8.4.1. Europe: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
    • 8.4.2. Europe.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
    • 8.4.3. Europe: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.4. Data Annotation Tools Market - UK
      • 8.4.4.1. UK: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.4.2. UK.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.4.3. UK: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.5. Data Annotation Tools Market - France
      • 8.4.5.1. France: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.5.2. France.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.5.3. France: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.6. Data Annotation Tools Market - Germany
      • 8.4.6.1. Germany: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.6.2. Germany.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.6.3. Germany: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.7. Data Annotation Tools Market - Italy
      • 8.4.7.1. Italy: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.7.2. Italy.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.7.3. Italy: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.8. Data Annotation Tools Market - Spain
      • 8.4.8.1. Spain: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.8.2. Spain.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.8.3. Spain: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.9. Data Annotation Tools Market - Netherlands
      • 8.4.9.1. Netherlands: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.9.2. Netherlands.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.9.3. Netherlands: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.4.10. Data Annotation Tools Market - Austria
      • 8.4.10.1. Austria: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.4.10.2. Austria.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.4.10.3. Austria: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • 8.5. Data Annotation Tools Market - Asia Pacific
    • 8.5.1. Asia Pacific: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
    • 8.5.2. Asia Pacific.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
    • 8.5.3. Asia Pacific: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.5.4. Data Annotation Tools Market - China
      • 8.5.4.1. China: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.5.4.2. China.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.5.4.3. China: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.5.5. Data Annotation Tools Market - India
      • 8.5.5.1. India: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.5.5.2. India.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.5.5.3. India: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.5.6. Data Annotation Tools Market - Malaysia
      • 8.5.6.1. Malaysia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.5.6.2. Malaysia.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.5.6.3. Malaysia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.5.7. Data Annotation Tools Market - Japan
      • 8.5.7.1. Japan: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.5.7.2. Japan.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.5.7.3. Japan: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.5.8. Data Annotation Tools Market - Indonesia
      • 8.5.8.1. Indonesia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.5.8.2. Indonesia.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.5.8.3. Indonesia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.5.9. Data Annotation Tools Market - South Korea
      • 8.5.9.1. South Korea: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.5.9.2. South Korea.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.5.9.3. South Korea: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • 8.6. Data Annotation Tools Market - Middle East & Africa
    • 8.6.1. Middle East & Africa: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
    • 8.6.2. Middle East & Africa.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
    • 8.6.3. Middle East & Africa: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.6.4. Data Annotation Tools Market - Saudi Arabia
      • 8.6.4.1. Saudi Arabia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.6.4.2. Saudi Arabia.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.6.4.3. Saudi Arabia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.6.5. Data Annotation Tools Market - UAE
      • 8.6.5.1. UAE: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.6.5.2. UAE.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.6.5.3. UAE: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.6.6. Data Annotation Tools Market - Israel
      • 8.6.6.1. Israel: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.6.6.2. Israel.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.6.6.3. Israel: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.6.7. Data Annotation Tools Market - South Africa
      • 8.6.7.1. South Africa: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.6.7.2. South Africa.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.6.7.3. South Africa: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • 8.7. Data Annotation Tools Market - Latin America
    • 8.7.1. Latin America: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
    • 8.7.2. Latin America.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
    • 8.7.3. Latin America: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.7.4. Data Annotation Tools Market - Mexico
      • 8.7.4.1. Mexico: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.7.4.2. Mexico.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.7.4.3. Mexico: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.7.5. Data Annotation Tools Market - Brazil
      • 8.7.5.1. Brazil: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.7.5.2. Brazil.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.7.5.3. Brazil: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
    • 8.7.6. Data Annotation Tools Market - Argentina
      • 8.7.6.1. Argentina: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
      • 8.7.6.2. Argentina.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
      • 8.7.6.3. Argentina: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)

9. Competitive Landscape

  • 9.1. Expansion and Acquisition Analysis
    • 9.1.1. Expansion
    • 9.1.2. Acquisitions
  • 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

  • 10.1. Amazon Mechanical Turk
    • 10.1.1. Company Overview
    • 10.1.2. Financial Performance
    • 10.1.3. Product Benchmarking
    • 10.1.4. Recent Development
  • 10.2. Annotate.com
    • 10.2.1. Company Overview
    • 10.2.2. Financial Performance
    • 10.2.3. Product Benchmarking
    • 10.2.4. Recent Development
  • 10.3. Appen Limited
    • 10.3.1. Company Overview
    • 10.3.2. Financial Performance
    • 10.3.3. Product Benchmarking
    • 10.3.4. Recent Development
  • 10.4. Clickworker
    • 10.4.1. Company Overview
    • 10.4.2. Financial Performance
    • 10.4.3. Product Benchmarking
    • 10.4.4. Recent Development
  • 10.5. CloudFactory Limited
    • 10.5.1. Company Overview
    • 10.5.2. Financial Performance
    • 10.5.3. Product Benchmarking
    • 10.5.4. Recent Development
  • 10.6. Explosion AI GMbH
    • 10.6.1. Company Overview
    • 10.6.2. Financial Performance
    • 10.6.3. Product Benchmarking
    • 10.6.4. Recent Development
  • 10.7. Figure Eight Inc.
    • 10.7.1. Company Overview
    • 10.7.2. Financial Performance
    • 10.7.3. Product Benchmarking
    • 10.7.4. Recent Development
  • 10.8. Google LLC
    • 10.8.1. Company Overview
    • 10.8.2. Financial Performance
    • 10.8.3. Product Benchmarking
    • 10.8.4. Recent Development
  • 10.9. Lighttag
    • 10.9.1. Company Overview
    • 10.9.2. Financial Performance
    • 10.9.3. Product Benchmarking
    • 10.9.4. Recent Development
  • 10.10. Lionbridge Technologies, Inc.
    • 10.10.1. Company Overview
    • 10.10.2. Financial Performance
    • 10.10.3. Product Benchmarking
    • 10.10.4. Recent Development
  • 10.11. Lotus Quality Assurance
    • 10.11.1. Company Overview
    • 10.11.2. Financial Performance
    • 10.11.3. Product Benchmarking
    • 10.11.4. Recent Development
  • 10.12. Playment Inc
    • 10.12.1. Company Overview
    • 10.12.2. Financial Performance
    • 10.12.3. Product Benchmarking
    • 10.12.4. Recent Development
  • 10.13. Scale AI
    • 10.13.1. Company Overview
    • 10.13.2. Financial Performance
    • 10.13.3. Product Benchmarking
    • 10.13.4. Recent Development
  • 10.14. SuperAnnotate LLC
    • 10.14.1. Company Overview
    • 10.14.2. Financial Performance
    • 10.14.3. Product Benchmarking
    • 10.14.4. Recent Development
  • 10.15. Tagtog
    • 10.15.1. Company Overview
    • 10.15.2. Financial Performance
    • 10.15.3. Product Benchmarking
    • 10.15.4. Recent Development
  • 10.16. Trilldata Technologies Pvt Ltd
    • 10.16.1. Company Overview
    • 10.16.2. Financial Performance
    • 10.16.3. Product Benchmarking
    • 10.16.4. Recent Development

List of Tables

  • Table 1 Global Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 2 Global Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 3 Global Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 4 Data Annotation Tools Market Assessment, By Geography, 2016 - 2028 (USD Million)
  • Table 5 North America: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 6 North America: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 7 North America: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 8 U.S.: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 9 U.S.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 10 U.S.: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 11 Canada: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 12 Canada: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 13 Canada: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 14 Europe: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 15 Europe: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 16 Europe: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 17 UK: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 18 UK: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 19 UK: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 20 France: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 21 France: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 22 France: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 23 Germany: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 24 Germany: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 25 Germany: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 26 Italy: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 27 Italy: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 28 Italy: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 29 Spain: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 30 Spain: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 31 Spain: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 32 Netherlands: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 33 Netherlands: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 34 Netherlands: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 35 Austria: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 36 Austria: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 37 Austria: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 38 Asia Pacific: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 39 Asia Pacific: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 40 Asia Pacific: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 41 China: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 42 China: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 43 China: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 44 India: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 45 India: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 46 India: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 47 Malaysia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 48 Malaysia: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 49 Malaysia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 50 Japan: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 51 Japan: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 52 Japan: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 53 Indonesia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 54 Indonesia: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 55 Indonesia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 56 South Korea: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 57 South Korea: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 58 South Korea: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 59 Middle East & Africa: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 60 Middle East & Africa: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 61 Middle East & Africa: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 62 Saudi Arabia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 63 Saudi Arabia: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 64 Saudi Arabia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 65 UAE: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 66 UAE: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 67 UAE: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 68 Israel: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 69 Israel: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 70 Israel: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 71 South Africa: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 72 South Africa: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 73 South Africa: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 74 Latin America: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 75 Latin America: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 76 Latin America: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 77 Mexico: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 78 Mexico: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 79 Mexico: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 80 Brazil: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 81 Brazil: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 82 Brazil: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Table 83 Argentina: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Table 84 Argentina: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Table 85 Argentina: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)

List of Figures

  • Figure 1. Global Data Annotation Tools Market, 2016 - 2028 (USD Million)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Approach
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Annotation
  • Figure 7. Global Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
  • Figure 8. Market by Type
  • Figure 9. Global Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
  • Figure 10. Market by Vertical
  • Figure 11. Global Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
  • Figure 12. Data Annotation Tools Market Assessment, By Geography, 2016 - 2028 (USD Million)
  • Figure 13. Strategic Analysis - Data Annotation Tools Market