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1547601

全球資料註釋工具市場研究報告 - 2024 年至 2032 年產業分析、規模、佔有率、成長、趨勢和預測

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個工作天內

價格

簡介目錄圖表

全球數據標註工具市場需求預計將從 2023 年的 16.1 億美元達到近 138.7 億美元的市場規模，2024-2032 年研究期間複合年成長率為 27.02%。

資料註釋工具是標記和註釋大量資料的軟體應用程式或平台，通常用於訓練機器學習模型。這些工具提供圖像標記、物件偵測、文字標記和語義分割等功能，以使用元資料或標籤準確地註釋資料。資料註釋對於監督學習演算法識別模式和準確預測至關重要。標註工具有助於簡化資料標註流程、提高標註品質並提高機器學習模型訓練的效率。

市場動態

推動資料註釋工具市場的因素包括機器學習和人工智慧應用對標記訓練資料的需求不斷成長、自動化和人工智慧技術的日益採用以及對資料品質和準確性的關注。資料註釋工具對於對大量資料（例如圖像、文字和影片）進行註釋、標記和分類以訓練機器學習模型和演算法至關重要。隨著人工智慧驅動的應用程式在各個行業（從自動駕駛汽車和醫療診斷到電子商務推薦系統）的激增，對高品質註釋資料來訓練和提高人工智慧模型效能的需求日益成長。此外，資料註釋過程中自動化和人工智慧技術的興起加速了資料標記任務的可擴展性和效率，推動市場成長。此外，對資料隱私和遵守 GDPR 和 CCPA 等法規的日益重視，凸顯了市場上準確且符合道德的資料標籤實踐的重要性。此外，電腦視覺、自然語言處理和深度學習演算法的進步推動了資料標註工具的創新，提供了更準確、更有效率的標註解決方案。然而，資料隱私和品質問題可能會阻礙未來幾年的市場成長。

研究報告涵蓋波特五力模型、市場吸引力分析和價值鏈分析。這些工具有助於清晰地了解行業結構並評估全球範圍內的競爭吸引力。此外，這些工具還對全球資料註釋工具市場的每個細分市場進行了包容性評估。數據註釋工具產業的成長和趨勢為這項研究提供了整體方法。

市場區隔

數據註釋工具市場報告的這一部分提供了有關國家和區域級別細分市場的詳細資料，從而幫助策略師確定相應產品或服務的目標人口統計數據以及即將到來的機會。

按類型

文字
圖片/影片
聲音的

按註釋類型

手動的
半監督
自動的

按垂直方向

它
汽車
政府
衛生保健
金融服務
零售
其他

區域分析

本節涵蓋區域前景，重點介紹北美、歐洲、亞太地區、拉丁美洲以及中東和非洲資料註釋工具市場當前和未來的需求。此外，該報告重點關注所有主要地區各個應用領域的需求、估計和預測。

該研究報告還涵蓋了市場主要參與者的全面概況以及對全球競爭格局的深入了解。資料註解工具市場的主要參與者包括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。本節包含競爭格局的整體視圖，包括各種策略發展，例如關鍵併購、未來產能、合作夥伴關係、財務概況、合作、新產品開發、新產品發布和其他發展。

如果您有任何客製化要求，請寫信給我們。我們的研究團隊可以根據您的需求提供客製化報告。

區域展望
介紹
北美銷售分析
- 概覽、歷史與預測資料銷售分析
- 北美按細分市場銷售分析
- 北美按國家銷售分析
- 美國銷售分析
- 加拿大銷售分析
- 墨西哥銷售分析
歐洲銷售分析
- 概覽、歷史與預測資料銷售分析
- 歐洲按細分市場銷售分析
- 歐洲按國家銷售分析
- 英國銷售分析
- 法國銷售分析
- 德國銷售分析
- 義大利銷售分析
- 俄羅斯銷售分析
- 歐洲其他地區銷售分析
亞太地區銷售分析
- 概覽、歷史與預測資料銷售分析
- 亞太地區按細分市場銷售分析
- 亞太地區按國家銷售分析
- 中國銷售分析
- 印度銷售分析
- 日本銷售分析
- 韓國銷售分析
- 澳洲銷售分析
- 東南亞銷售分析
- 亞太地區其他地區銷售分析
拉丁美洲銷售分析
- 概覽、歷史與預測資料銷售分析
- 拉丁美洲按細分市場銷售分析
- 拉丁美洲按國家銷售分析
- 巴西銷售分析
- 阿根廷銷售分析
- 秘魯銷售分析
- 智利銷售分析
- 拉丁美洲其他地區銷售分析
中東和非洲銷售分析
- 概覽、歷史與預測資料銷售分析
- 中東和非洲按細分市場銷售分析
- 中東和非洲按國家銷售分析
- 沙烏地阿拉伯銷售分析
- 阿拉伯聯合大公國銷售分析
- 以色列銷售分析
- 南非銷售分析
- 中東其他地區和非洲銷售分析

第 9 章：資料註釋工具公司的競爭格局

數據標註工具市場競爭
夥伴關係/協作/協議
併購
新產品發布
其他發展

第 10 章：公司簡介

頂級公司市佔率分析
市場集中度
Annotate.Com

公司概況
公司收入
產品
最新動態

Appen Limited

公司概況
公司收入
產品
最新動態

CloudApp

公司概況
公司收入
產品
最新動態

Cogito Tech LLC

公司概況
公司收入
產品
最新動態

Deep Systems

公司概況
公司收入
產品
最新動態

Labelbox Inc

公司概況
公司收入
產品
最新動態

LightTag

公司概況
公司收入
產品
最新動態

Lotus Quality Assurance

公司概況
公司收入
產品
最新動態

Playment Inc

公司概況
公司收入
產品
最新動態

Tagtog Sp. Z OO

公司概況
公司收入
產品
最新動態

CloudFactory Limited

公司概況
公司收入
產品
最新動態

ClickWorker GmbH

公司概況
公司收入
產品
最新動態

Alegion

公司概況
公司收入
產品
最新動態

Figure Eight Inc

公司概況
公司收入
產品
最新動態

Amazon Mechanical Turk Inc

公司概況
公司收入
產品
最新動態

Explosion AI

公司概況
公司收入
產品
最新動態

Mighty AI Inc

公司概況
公司收入
產品
最新動態

Trilldata Technologies Pvt. Ltd. (Data Turks)

公司概況
公司收入
產品
最新動態

Scale Inc

公司概況
公司收入
產品
最新動態

Google LLC

公司概況
公司收入
產品
最新動態

註 - 在公司概況中，財務詳細資訊和最新發展視情況而定，或對私人公司而言可能不包括在內

簡介目錄圖表

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