市場調査レポート

商品コード

1603248

データアノテーションツールの世界市場規模、シェア、成長分析、アノテーションタイプ別、展開モデル別、業界別、用途別、エンドユーザー別、地域別 - 産業予測、2024年～2031年

Global Data Annotation Tools Market Size, Share, Growth Analysis, By Annotation Type, By Deployment Model, By Industry Vertical, By Application, By End User, By Region - Industry Forecast 2024-2031.

出版日: 2024年11月28日
発行: SkyQuest
ページ情報: 英文 157 Pages
納期: 3～5営業日

価格

PDF & Excel (Single User License)

USD 5,300 763,518円

レポートPDF・Excelを1 名様のみがご利用頂けるライセンスです。PDF・Excell内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します

PDF & Excel (Multiple User License)

USD 6,200 893,172円

レポートPDF・Excel2-5名様までがご利用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

PDF & Excel (Enterprise License)

USD 7,100 1,022,826円

レポートPDF・Excelを同一企業に所属の全世界の方にご使用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

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=144.06円

全表示
概要
目次

概要

サンプル依頼リストに入れる

世界のデータアノテーションツールの市場規模は、2022年に8億1,000万米ドルとなり、2023年の10億2,000万米ドルから、2031年までには66億米ドルに成長し、予測期間（2024年～2031年）のCAGRは26.3％で成長する見通しです。

データアノテーションツールの世界市場は、さまざまな産業における人工知能（AI）および機械学習（ML）アプリケーションの需要の高まりによって大きな成長を遂げています。自律走行車からヘルスケアまで、また自然言語処理から顔認識まで、AI技術の統合は広く普及しています。これらのAIモデルを効果的に学習させるためには、正確にアノテーションされた大量のデータが不可欠であり、高度なデータアノテーションツールの世界の需要が高まっています。企業がAIやMLを導入して洞察を引き出し、ワークフローを自動化し、意思決定プロセスを強化する傾向が強まるにつれ、高品質なラベル付きデータの必要性が明らかになり、市場の拡大をさらに後押ししています。企業は、最適化されたデータが業務を洗練させ、顧客に合わせた体験を提供する上で果たす重要な役割を認識しつつあります。さらに、AI主導のソリューションが医療研究、診断、治療手法を変革するため、ヘルスケアおよびライフサイエンス分野も市場拡大に貢献しています。このような進化には、訓練と検証の両方の目的で、綿密に注釈付けされた医療データに対する要求の高まりが伴います。これらの要因を総合すると、データアノテーションツールの世界の重要性と汎用性が高まっていることが明らかになり、さまざまな領域でAI技術を成功裏に導入するための重要なコンポーネントとして位置付けられています。

北米
- 米国
- カナダ
欧州
- 英国
- ドイツ
- スペイン
- フランス
- イタリア
- その他欧州地域
アジア太平洋
- 中国
- インド
- 日本
- 韓国
- その他アジア太平洋
ラテンアメリカ
- ブラジル
- その他ラテンアメリカ地域
中東・アフリカ
- GCC諸国
- 南アフリカ
- その他中東・アフリカ

競合情報

上位5社の比較
主要企業の市場ポジショニング（2023年）
主要な市場企業が採用した戦略
市場の最近の動向
企業の市場シェア分析（2023年）
主要企業の企業プロファイル
- 会社概要
- 製品ポートフォリオ分析
- 企業セグメント別シェア分析
- 収益の前年比比較（2021年～2023年）

主要企業プロファイル

IBM
Google
Microsoft
Amazon Web Services（AWS）
Hive
Snorkel AI
SuperAnnotate
Labelbox
MakeSense AI
Nanonets
Dataloop
Labelbox（US）
SuperAnnotate（US）
Dataloop（Israel）
Annotate.com（US）
Appen（Australia）
Scale AI（US）
LightTag（US）
Supervisely（US）
Alegion（US）Company-1

結論と提言

Product Code: SQMIG45C2064

Global Data Annotation Tools Market size was valued at USD 0.81 billion in 2022 and is poised to grow from USD 1.02 billion in 2023 to USD 6.60 billion by 2031, growing at a CAGR of 26.3% in the forecast period (2024-2031).

The data annotation tools market is experiencing significant growth driven by the escalating demand for artificial intelligence (AI) and machine learning (ML) applications across various industries. From autonomous vehicles to healthcare, and from natural language processing to facial recognition, the integration of AI technologies is widespread. To effectively train these AI models, the necessity for large volumes of accurately annotated data is paramount, catalyzing the demand for advanced data annotation tools. As enterprises increasingly adopt AI and ML to extract insights, automate workflows, and enhance decision-making processes, the need for high-quality labeled data becomes evident, further propelling market expansion. Businesses are realizing the critical role that optimized data plays in refining operations and delivering tailored customer experiences. Moreover, the healthcare and life sciences sectors are also contributing to market growth, as AI-driven solutions transform medical research, diagnostics, and treatment methodologies. This evolution comes with a heightened requirement for meticulously annotated medical data for both training and validation purposes. Collectively, these factors underscore the increasing importance and versatility of data annotation tools, positioning them as crucial components in the successful implementation of AI technologies across various domains.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Data Annotation Tools market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Data Annotation Tools Market Segmental Analysis

Global Data Annotation Tools Market is segmented by Annotation Type, Deployment Model, Industry Vertical, Application, End User and region. Based on Annotation Type, the market is segmented into Image Annotation, Video Annotation, Text Annotation, Audio Annotation, 3D Annotation. Based on Deployment Model, the market is segmented into On-Premise, Cloud-Based. Based on Industry Vertical, the market is segmented into Automotive, Healthcare, Retail, Manufacturing, Financial Services. Based on Application, the market is segmented into Object Detection, Image Segmentation, Natural Language Processing (NLP), Computer Vision, Machine Learning. Based on end user, the market is segmented into Data Science Teams, Artificial Intelligence (AI) Developers, Machine Learning Engineers, Research and Development (R&D) Organizations, Data Annotation Service Providers. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Data Annotation Tools Market

The Global Data Annotation Tools market is being driven by the rapid expansion of AI applications across various sectors. Technologies such as natural language processing, computer vision, and autonomous vehicles are increasingly in use, all of which depend significantly on high-quality annotated data for optimal performance and accuracy. As these AI applications evolve in sophistication and scale, they create a heightened need for advanced data annotation tools that can efficiently handle the demands of intricate datasets. This surge in AI-driven initiatives is anticipated to propel the growth of the data annotation tools market substantially in the coming years.

Restraints in the Global Data Annotation Tools Market

One significant restraint in the Global Data Annotation Tools market is the challenge of ensuring quality assurance and validation. The effectiveness of AI models heavily relies on the precision and reliability of data annotations. Achieving high-quality annotations requires substantial human expertise and oversight, which can be difficult to maintain consistently. If the annotations are inaccurate or inconsistent, it can result in biased or flawed AI models, thus undermining their performance. This risk not only hampers the overall efficacy of AI applications but also poses a significant threat to the market's growth and sustainability, creating additional obstacles for providers and users alike.

Market Trends of the Global Data Annotation Tools Market

The Global Data Annotation Tools market is witnessing a significant trend towards AI-powered and automated annotation solutions, driven by the exponential growth of data volume and complexity across industries. Organizations increasingly recognize the necessity for precise and efficient data labeling to enhance machine learning model training. Leveraging state-of-the-art algorithms, computer vision, and natural language processing, these advanced tools automate annotation processes, considerably reducing the manual effort and time involved. As companies strive for faster, cost-effective solutions to bolster the efficiency and accuracy of their AI applications, the demand for such innovative data annotation technologies is expected to surge, transforming the industry landscape.

Introduction

Objectives of the Study
Scope of the Report
Definitions

Research Methodology

Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Overview
Market Size
Market Dynamics
- Driver & Opportunities
- Restraints & Challenges
Porters Analysis & Impact
- Competitive rivalry
- Threat of substitute
- Bargaining power of buyers
- Threat of new entrants
- Bargaining power of suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Technological Advancement
Regulatory Landscape
Case Study Analysis
PESTEL Analysis
Startup Analysis
Macro-Economic Indicators
Market Attractiveness Index
Pricing Analysis

Global Data Annotation Tools Market Size by Annotation Type & CAGR (2024-2031)

Market Overview
Image Annotation
Video Annotation
Text Annotation
Audio Annotation
3D Annotation

Global Data Annotation Tools Market Size by Deployment Model & CAGR (2024-2031)

Market Overview
On-Premises
Cloud-Based

Global Data Annotation Tools Market Size by Industry Vertical & CAGR (2024-2031)

Market Overview
Automotive
Healthcare
Retail
Manufacturing
Financial Services
Others

Global Data Annotation Tools Market Size by Application & CAGR (2024-2031)

Market Overview
Object Detection
Image Segmentation
Natural Language Processing (NLP)
Computer Vision
Machine Learning

Global Data Annotation Tools Market Size by End User & CAGR (2024-2031)

Market Overview
Research and Development (R&D)
Artificial Intelligence (AI) Developers
Machine Learning Engineers
Data Science Teams
Data Annotation Service Providers

Global Data Annotation Tools Market Size & CAGR (2024-2031)

North America, (Annotation Type, Deployment Model, Industry Vertical, Application, End User)
- US
- Canada
Europe, (Annotation Type, Deployment Model, Industry Vertical, Application, End User)
- UK
- Germany
- Spain
- France
- Italy
- Rest of Europe
Asia-Pacific, (Annotation Type, Deployment Model, Industry Vertical, Application, End User)
- China
- India
- Japan
- South Korea
- Rest of Asia Pacific
Latin America, (Annotation Type, Deployment Model, Industry Vertical, Application, End User)
- Brazil
- Rest of Latin America
Middle East & Africa, (Annotation Type, Deployment Model, Industry Vertical, Application, End User)
- GCC Countries
- South Africa
- Rest of Middle East & Africa

Competitive Intelligence

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Developments in the Market
Company Market Share Analysis, 2023
Company Profiles of All Key Players
- Company Details
- Product Portfolio Analysis
- Company's Segmental Share Analysis
- Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

IBM
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Amazon Web Services (AWS)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hive
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Snorkel AI
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SuperAnnotate
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Labelbox
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
MakeSense AI
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Nanonets
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Dataloop
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Labelbox (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SuperAnnotate (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Dataloop (Israel)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Annotate.com (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Appen (Australia)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Scale AI (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
LightTag (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Supervisely (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alegion (US)Company-1
- Conclusio Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments

データアノテーションツールの世界市場規模、シェア、成長分析、アノテーションタイプ別、展開モデル別、業界別、用途別、エンドユーザー別、地域別 - 産業予測、2024年～2031年

Global Data Annotation Tools Market Size, Share, Growth Analysis, By Annotation Type, By Deployment Model, By Industry Vertical, By Application, By End User, By Region - Industry Forecast 2024-2031.

目次

イントロダクション

調査手法

エグゼクティブサマリー

市場力学と見通し

主要な市場の考察

データアノテーションツールの世界市場規模：アノテーションタイプ別・CAGR（2024年～2031年）

データアノテーションツールの世界市場規模：展開モデル別・CAGR（2024年～2031年）

データアノテーションツールの世界市場規模：業界別・CAGR（2024年～2031年）

データアノテーションツールの世界市場規模：用途別・CAGR（2024年～2031年）

データアノテーションツールの世界市場規模：エンドユーザー別・CAGR（2024年～2031年）

データアノテーションツールの世界市場規模・CAGR（2024年～2031年）