首页 > 市场调查报告书 > 通讯

巨量资料

市场调查报告书

商品编码

1547601

全球资料註释工具市场研究报告 - 2024 年至 2032 年产业分析、规模、份额、成长、趋势和预测

Global Data Annotation Tools Market Research Report - Industry Analysis, Size, Share, Growth, Trends and Forecast 2024 to 2032

出版日期: 2024年07月01日 | 出版商:

Value Market Research | 英文 175 Pages | 商品交期: 最快1-2个工作天内

价格

简介目录图表

全球数据标註工具市场需求预计将从 2023 年的 16.1 亿美元达到近 138.7 亿美元的市场规模，2024-2032 年研究期间复合年增长率为 27.02%。

资料註释工具是标记和註释大量资料的软体应用程式或平台，通常用于训练机器学习模型。这些工具提供图像标记、物件侦测、文字标记和语义分割等功能，以使用元资料或标籤准确地註释资料。资料註释对于监督学习演算法识别模式和准确预测至关重要。标註工具有助于简化资料标註流程、提高标註品质并提高机器学习模型训练的效率。

市场动态

推动资料註释工具市场的因素包括机器学习和人工智慧应用对标记训练资料的需求不断增长、自动化和人工智慧技术的日益采用以及对资料品质和准确性的关注。资料註释工具对于对大量资料（例如图像、文字和影片）进行註释、标记和分类以训练机器学习模型和演算法至关重要。随着人工智慧驱动的应用程式在各个行业（从自动驾驶汽车和医疗诊断到电子商务推荐系统）的激增，对高品质註释资料来训练和提高人工智慧模型效能的需求日益增长。此外，资料註释过程中自动化和人工智慧技术的兴起加速了资料标记任务的可扩展性和效率，推动市场成长。此外，对资料隐私和遵守 GDPR 和 CCPA 等法规的日益重视，凸显了市场上准确且符合道德的资料标籤实践的重要性。此外，电脑视觉、自然语言处理和深度学习演算法的进步推动了资料标註工具的创新，提供了更准确、更有效率的标註解决方案。然而，资料隐私和品质问题可能会阻碍未来几年的市场成长。

研究报告涵盖波特五力模型、市场吸引力分析和价值链分析。这些工具有助于清晰地了解行业结构并评估全球范围内的竞争吸引力。此外，这些工具还对全球资料註释工具市场的每个细分市场进行了包容性评估。数据註释工具产业的成长和趋势为这项研究提供了整体方法。

市场区隔

数据註释工具市场报告的这一部分提供了有关国家和区域级别细分市场的详细资料，从而帮助策略师确定相应产品或服务的目标人口统计数据以及即将到来的机会。

按类型

文字
图片/影片
声音的

按註释类型

手动的
半监督
自动的

按垂直方向

它
汽车
政府
卫生保健
金融服务
零售
其他的

区域分析

本节涵盖区域前景，重点介绍北美、欧洲、亚太地区、拉丁美洲以及中东和非洲资料註释工具市场当前和未来的需求。此外，该报告重点关注所有主要地区各个应用领域的需求、估计和预测。

该研究报告还涵盖了市场主要参与者的全面概况以及对全球竞争格局的深入了解。资料註解工具市场的主要参与者包括Annotate.Com、Appen Limited、CloudApp、Cogito Tech LLC、Deep Systems、Labelbox Inc、LightTag、Lotus Quality Assurance、Playment Inc、Tagtog Sp。 Z OO、CloudFactory Limited、ClickWorker GmbH、Alegion、Figure 8 Inc、Amazon Mechanical Turk Inc、Explosion AI、Mighty AI Inc、Trilldata Technologies Pvt.有限公司 (Data Turks)、Scale Inc、Google LLC。本节包含竞争格局的整体视图，包括各种策略发展，例如关键併购、未来产能、合作伙伴关係、财务概况、合作、新产品开发、新产品发布和其他发展。

如果您有任何客製化要求，请写信给我们。我们的研究团队可以根据您的需求提供客製化报告。

区域展望
介绍
北美销售分析
- 概览、历史与预测资料销售分析
- 北美按细分市场销售分析
- 北美按国家销售分析
- 美国销售分析
- 加拿大销售分析
- 墨西哥销售分析
欧洲销售分析
- 概览、历史与预测资料销售分析
- 欧洲按细分市场销售分析
- 欧洲按国家销售分析
- 英国销售分析
- 法国销售分析
- 德国销售分析
- 义大利销售分析
- 俄罗斯销售分析
- 欧洲其他地区销售分析
亚太地区销售分析
- 概览、历史与预测资料销售分析
- 亚太地区按细分市场销售分析
- 亚太地区按国家销售分析
- 中国销售分析
- 印度销售分析
- 日本销售分析
- 韩国销售分析
- 澳洲销售分析
- 东南亚销售分析
- 亚太地区其他地区销售分析
拉丁美洲销售分析
- 概览、历史与预测资料销售分析
- 拉丁美洲按细分市场销售分析
- 拉丁美洲按国家销售分析
- 巴西销售分析
- 阿根廷销售分析
- 秘鲁销售分析
- 智利销售分析
- 拉丁美洲其他地区销售分析
中东和非洲销售分析
- 概览、历史与预测资料销售分析
- 中东和非洲按细分市场销售分析
- 中东和非洲按国家销售分析
- 沙乌地阿拉伯销售分析
- 阿联酋销售分析
- 以色列销售分析
- 南非销售分析
- 中东其他地区和非洲销售分析

第 9 章：资料註释工具公司的竞争格局

数据标註工具市场竞争
伙伴关係/协作/协议
併购
新产品发布
其他发展

第 10 章：公司简介

顶级公司市占率分析
市场集中度
Annotate.Com

公司概况
公司收入
产品
最新动态

Appen Limited

公司概况
公司收入
产品
最新动态

CloudApp

公司概况
公司收入
产品
最新动态

Cogito Tech LLC

公司概况
公司收入
产品
最新动态

Deep Systems

公司概况
公司收入
产品
最新动态

Labelbox Inc

公司概况
公司收入
产品
最新动态

LightTag

公司概况
公司收入
产品
最新动态

Lotus Quality Assurance

公司概况
公司收入
产品
最新动态

Playment Inc

公司概况
公司收入
产品
最新动态

Tagtog Sp. Z OO

公司概况
公司收入
产品
最新动态

CloudFactory Limited

公司概况
公司收入
产品
最新动态

ClickWorker GmbH

公司概况
公司收入
产品
最新动态

Alegion

公司概况
公司收入
产品
最新动态

Figure Eight Inc

公司概况
公司收入
产品
最新动态

Amazon Mechanical Turk Inc

公司概况
公司收入
产品
最新动态

Explosion AI

公司概况
公司收入
产品
最新动态

Mighty AI Inc

公司概况
公司收入
产品
最新动态

Trilldata Technologies Pvt. Ltd. (Data Turks)

公司概况
公司收入
产品
最新动态

Scale Inc

公司概况
公司收入
产品
最新动态

Google LLC

公司概况
公司收入
产品
最新动态

註 - 在公司概况中，财务详细资讯和最新发展视情况而定，或对私人公司而言可能不包括在内

简介目录图表

Product Code: VMR11214537

The global demand for Data Annotation Tools Market is presumed to reach the market size of nearly USD 13.87 Billion by 2032 from USD 1.61 Billion in 2023 with a CAGR of 27.02% under the study period 2024-2032.

Data annotation tools are software applications or platforms that label and annotate large volumes of data, typically for training machine learning models. These tools provide functionalities such as image tagging, object detection, text labeling, and semantic segmentation to annotate data with metadata or labels accurately. Data annotation is crucial for supervised learning algorithms to recognize patterns and accurately predict. Annotation tools help streamline the data labeling process, improve annotation quality, and increase the efficiency of machine learning model training.

MARKET DYNAMICS

The factors driving the data annotation tools market include the increasing demand for labeled training data for machine learning and AI applications, the growing adoption of automation and AI technologies, and the focus on data quality and accuracy. Data annotation tools are essential for annotating, labeling, and categorizing large volumes of data, such as images, text, and video, to train machine learning models and algorithms. With the proliferation of AI-powered applications in various industries, from autonomous vehicles and healthcare diagnostics to e-commerce recommendation systems, there is a growing need for high-quality annotated data to train and improve the performance of AI models. Additionally, the rise of automation and AI technologies in data annotation processes accelerates the scalability and efficiency of data labeling tasks, driving market growth. Moreover, the increasing emphasis on data privacy and compliance with regulations such as GDPR & CCPA underscores the importance of accurate and ethical data labeling practices in the market. Furthermore, advancements in computer vision, natural language processing, and deep learning algorithms drive innovation in data annotation tools, offering more accurate and efficient annotation solutions. However, data privacy and quality concerns may hinder market growth in the next few years.

The research report covers Porter's Five Forces Model, Market Attractiveness Analysis, and Value Chain analysis. These tools help to get a clear picture of the industry's structure and evaluate the competition attractiveness at a global level. Additionally, these tools also give an inclusive assessment of each segment in the global market of Data Annotation Tools. The growth and trends of Data Annotation Tools industry provide a holistic approach to this study.

MARKET SEGMENTATION

This section of the Data Annotation Tools market report provides detailed data on the segments at country and regional level, thereby assisting the strategist in identifying the target demographics for the respective product or services with the upcoming opportunities.

By Type

Text
Image/Video
Audio

By Annotation Type

Manual
Semi-supervised
Automatic

By Vertical

IT
Automotive
Government
Healthcare
Financial Services
Retail
Others

REGIONAL ANALYSIS

This section covers the regional outlook, which accentuates current and future demand for the Data Annotation Tools market across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. Further, the report focuses on demand, estimation, and forecast for individual application segments across all the prominent regions.

The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the Data Annotation Tools market include Annotate.Com, Appen Limited, CloudApp, Cogito Tech LLC, Deep Systems, Labelbox Inc, LightTag, Lotus Quality Assurance, Playment Inc, Tagtog Sp. Z O.O, CloudFactory Limited, ClickWorker GmbH, Alegion, Figure Eight Inc, Amazon Mechanical Turk Inc, Explosion AI, Mighty AI Inc, Trilldata Technologies Pvt. Ltd. (Data Turks), Scale Inc, Google LLC. This section consists of a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.

In case you have any custom requirements, do write to us. Our research team can offer a customized report as per your need.

1. PREFACE

1.1. Report Description
- 1.1.1 Objective
- 1.1.2 Target Audience
- 1.1.3 Unique Selling Proposition (USP) & offerings
1.2. Research Scope
1.3. Research Methodology
- 1.3.1 Market Research Process
- 1.3.2 Market Research Methodology

2. EXECUTIVE SUMMARY

2.1. Highlights of Market
2.2. Global Market Snapshot

3. DATA ANNOTATION TOOLS - INDUSTRY ANALYSIS

3.1. Introduction - Market Dynamics
3.2. Market Drivers
3.3. Market Restraints
3.4. Opportunities
3.5. Industry Trends
3.6. Porter's Five Force Analysis
3.7. Market Attractiveness Analysis
- 3.7.1 Market Attractiveness Analysis By Type
- 3.7.2 Market Attractiveness Analysis By Annotation Type
- 3.7.3 Market Attractiveness Analysis By Vertical
- 3.7.4 Market Attractiveness Analysis By Region

4. VALUE CHAIN ANALYSIS

4.1. Value Chain Analysis
4.2. Raw Material Analysis
- 4.2.1 List of Raw Materials
- 4.2.2 Raw Material Manufactures List
- 4.2.3 Price Trend of Key Raw Materials
4.3. List of Potential Buyers
4.4. Marketing Channel
- 4.4.1 Direct Marketing
- 4.4.2 Indirect Marketing
- 4.4.3 Marketing Channel Development Trend

5. GLOBAL DATA ANNOTATION TOOLS MARKET ANALYSIS BY TYPE

5.1. Overview By Type
5.2. Historical and Forecast Data
5.3. Analysis By Type
5.4. Text Historic and Forecast Sales By Regions
5.5. Image/Video Historic and Forecast Sales By Regions
5.6. Audio Historic and Forecast Sales By Regions

6. GLOBAL DATA ANNOTATION TOOLS MARKET ANALYSIS BY ANNOTATION TYPE

6.1. Overview By Annotation Type
6.2. Historical and Forecast Data
6.3. Analysis By Annotation Type
6.4. Manual Historic and Forecast Sales By Regions
6.5. Semi-supervised Historic and Forecast Sales By Regions
6.6. Automatic Historic and Forecast Sales By Regions

7. GLOBAL DATA ANNOTATION TOOLS MARKET ANALYSIS BY VERTICAL

7.1. Overview By Vertical
7.2. Historical and Forecast Data
7.3. Analysis By Vertical
7.4. IT Historic and Forecast Sales By Regions
7.5. Automotive Historic and Forecast Sales By Regions
7.6. Government Historic and Forecast Sales By Regions
7.7. Healthcare Historic and Forecast Sales By Regions
7.8. Financial Services Historic and Forecast Sales By Regions
7.9. Retail Historic and Forecast Sales By Regions
7.10. Others Historic and Forecast Sales By Regions

8. GLOBAL DATA ANNOTATION TOOLS MARKET ANALYSIS BY GEOGRAPHY

8.1. Regional Outlook
8.2. Introduction
8.3. North America Sales Analysis
- 8.3.1 Overview, Historic and Forecast Data Sales Analysis
- 8.3.2 North America By Segment Sales Analysis
- 8.3.3 North America By Country Sales Analysis
- 8.3.4 United States Sales Analysis
- 8.3.5 Canada Sales Analysis
- 8.3.6 Mexico Sales Analysis
8.4. Europe Sales Analysis
- 8.4.1 Overview, Historic and Forecast Data Sales Analysis
- 8.4.2 Europe By Segment Sales Analysis
- 8.4.3 Europe By Country Sales Analysis
- 8.4.4 United Kingdom Sales Analysis
- 8.4.5 France Sales Analysis
- 8.4.6 Germany Sales Analysis
- 8.4.7 Italy Sales Analysis
- 8.4.8 Russia Sales Analysis
- 8.4.9 Rest Of Europe Sales Analysis
8.5. Asia Pacific Sales Analysis
- 8.5.1 Overview, Historic and Forecast Data Sales Analysis
- 8.5.2 Asia Pacific By Segment Sales Analysis
- 8.5.3 Asia Pacific By Country Sales Analysis
- 8.5.4 China Sales Analysis
- 8.5.5 India Sales Analysis
- 8.5.6 Japan Sales Analysis
- 8.5.7 South Korea Sales Analysis
- 8.5.8 Australia Sales Analysis
- 8.5.9 South East Asia Sales Analysis
- 8.5.10 Rest Of Asia Pacific Sales Analysis
8.6. Latin America Sales Analysis
- 8.6.1 Overview, Historic and Forecast Data Sales Analysis
- 8.6.2 Latin America By Segment Sales Analysis
- 8.6.3 Latin America By Country Sales Analysis
- 8.6.4 Brazil Sales Analysis
- 8.6.5 Argentina Sales Analysis
- 8.6.6 Peru Sales Analysis
- 8.6.7 Chile Sales Analysis
- 8.6.8 Rest of Latin America Sales Analysis
8.7. Middle East & Africa Sales Analysis
- 8.7.1 Overview, Historic and Forecast Data Sales Analysis
- 8.7.2 Middle East & Africa By Segment Sales Analysis
- 8.7.3 Middle East & Africa By Country Sales Analysis
- 8.7.4 Saudi Arabia Sales Analysis
- 8.7.5 UAE Sales Analysis
- 8.7.6 Israel Sales Analysis
- 8.7.7 South Africa Sales Analysis
- 8.7.8 Rest Of Middle East And Africa Sales Analysis

9. COMPETITIVE LANDSCAPE OF THE DATA ANNOTATION TOOLS COMPANIES

9.1. Data Annotation Tools Market Competition
9.2. Partnership/Collaboration/Agreement
9.3. Merger And Acquisitions
9.4. New Product Launch
9.5. Other Developments

10. COMPANY PROFILES OF DATA ANNOTATION TOOLS INDUSTRY

10.1. Top Companies Market Share Analysis
10.2. Market Concentration Rate
10.3. Annotate.Com
- 10.3.1 Company Overview
- 10.3.2 Company Revenue
- 10.3.3 Products
- 10.3.4 Recent Developments
10.4. Appen Limited
- 10.4.1 Company Overview
- 10.4.2 Company Revenue
- 10.4.3 Products
- 10.4.4 Recent Developments
10.5. CloudApp
- 10.5.1 Company Overview
- 10.5.2 Company Revenue
- 10.5.3 Products
- 10.5.4 Recent Developments
10.6. Cogito Tech LLC
- 10.6.1 Company Overview
- 10.6.2 Company Revenue
- 10.6.3 Products
- 10.6.4 Recent Developments
10.7. Deep Systems
- 10.7.1 Company Overview
- 10.7.2 Company Revenue
- 10.7.3 Products
- 10.7.4 Recent Developments
10.8. Labelbox Inc
- 10.8.1 Company Overview
- 10.8.2 Company Revenue
- 10.8.3 Products
- 10.8.4 Recent Developments
10.9. LightTag
- 10.9.1 Company Overview
- 10.9.2 Company Revenue
- 10.9.3 Products
- 10.9.4 Recent Developments
10.10. Lotus Quality Assurance
- 10.10.1 Company Overview
- 10.10.2 Company Revenue
- 10.10.3 Products
- 10.10.4 Recent Developments
10.11. Playment Inc
- 10.11.1 Company Overview
- 10.11.2 Company Revenue
- 10.11.3 Products
- 10.11.4 Recent Developments
10.12. Tagtog Sp. Z O.O
- 10.12.1 Company Overview
- 10.12.2 Company Revenue
- 10.12.3 Products
- 10.12.4 Recent Developments
10.13. CloudFactory Limited
- 10.13.1 Company Overview
- 10.13.2 Company Revenue
- 10.13.3 Products
- 10.13.4 Recent Developments
10.14. ClickWorker GmbH
- 10.14.1 Company Overview
- 10.14.2 Company Revenue
- 10.14.3 Products
- 10.14.4 Recent Developments
10.15. Alegion
- 10.15.1 Company Overview
- 10.15.2 Company Revenue
- 10.15.3 Products
- 10.15.4 Recent Developments
10.16. Figure Eight Inc
- 10.16.1 Company Overview
- 10.16.2 Company Revenue
- 10.16.3 Products
- 10.16.4 Recent Developments
10.17. Amazon Mechanical Turk Inc
- 10.17.1 Company Overview
- 10.17.2 Company Revenue
- 10.17.3 Products
- 10.17.4 Recent Developments
10.18. Explosion AI
- 10.18.1 Company Overview
- 10.18.2 Company Revenue
- 10.18.3 Products
- 10.18.4 Recent Developments
10.19. Mighty AI Inc
- 10.19.1 Company Overview
- 10.19.2 Company Revenue
- 10.19.3 Products
- 10.19.4 Recent Developments
10.20. Trilldata Technologies Pvt. Ltd. (Data Turks)
- 10.20.1 Company Overview
- 10.20.2 Company Revenue
- 10.20.3 Products
- 10.20.4 Recent Developments
10.21. Scale Inc
- 10.21.1 Company Overview
- 10.21.2 Company Revenue
- 10.21.3 Products
- 10.21.4 Recent Developments
10.22. Google LLC
- 10.22.1 Company Overview
- 10.22.2 Company Revenue
- 10.22.3 Products
- 10.22.4 Recent Developments