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市場調査レポート
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1464075

データアノテーションおよびラベリングの世界市場レポート 2024年

Data Annotation and Labeling Global Market Report 2024

出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2~10営業日

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データアノテーションおよびラベリングの世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2~10営業日
  • 全表示
  • 概要
  • 目次
概要

データアノテーションおよびラベリンググ市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR32.6%で52億7,000万米ドルに成長します。この予測期間における成長予測は、機械学習(ML)や人工知能(AI)の採用の増加、モノのインターネット(IoT)の出現、クラウドベースのソリューションの利用率の上昇など、いくつかの要因に起因しています。この予測期間に予想される主な動向には、製品イノベーション、技術進歩、業界内の戦略的パートナーシップなどがあります。

データアノテーションおよびラベリンググ市場の成長軌道は、人工知能(AI)と機械学習(ML)の採用拡大によって力強く後押しされています。AIは、従来は人間の知性が必要であったタスクを実行できるコンピュータシステムの開発を含み、MLは、各タスクの明確なプログラミングなしに、予測、分類、およびプロセスの自動化を行うためにデータから学習するアルゴリズムを中心に展開されます。データアノテーションおよびラベリンググは、ラベル付けされたデータセットを提供することで、MLモデルがパターンを識別し、結果を予測し、タスクを効率的に実行できるようにすることで、MLとAIにおいて極めて重要な役割を果たしています。例えば、2022年5月の時点で、International Business Machines Corporationの報告によると、約35%の組織がAIを業務に組み込んでおり、2021年から4ポイント増加しています。さらに、2021年から2022年にかけて、企業がAI技術を採用する可能性は13%急増しました。同様に、2023年7月にEarthweb Inc.が発表した調査結果によると、48%の企業がディープラーニングやMLを活用して膨大な量のデータを効果的に活用しています。その結果、AIやMLの利用が急増しており、データアノテーションおよびラベリンググ市場の成長を後押ししています。

データアノテーションおよびラベリンググ市場の有力企業は、技術的に強化された製品、特に構造化データ注釈ツールに戦略的に注力し、市場スタンスを強化しています。構造化データのマーキングやタグ付けを容易にするように設計されたこれらのツールは、MLアルゴリズムが情報をより効率的に認識・処理するためのプロセスを合理化します。例えば、2023年3月、英国のデータ注釈ソリューション専門企業SciBite Limitedは、"Workbench "を発表しました。この構造化データ注釈アプリケーションは、標準化された用語とオントロジーの活用を通じて、データのキュレーションを簡素化します。Workbenchは、企業がデータ管理にFAIRアプローチを採用することを支援し、データが検索可能で、アクセス可能で、相互に関連し、再利用可能であることを保証します。直感的なユーザインタフェースを備えているため,データ科学者やキュレータはデータに正確に注釈を付けることができ,時間効率を最適化し,再現性を高めることができます。さらに,Workbenchは堅牢なREST APIを組み込んでおり,重要な操作へのプログラム的アクセスを提供し,特注のデータキュレーションワークフローへのシームレスな統合を容易にします。

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 世界の市場規模と成長

  • 世界の市場促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の市場規模実績と成長、2018年~2023年
  • 世界の市場規模予測と成長、2023年~2028年、2033年

第6章 市場セグメンテーション

  • 世界のデータアノテーションおよびラベリンググ市場:コンポーネント別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • ソリューション
  • サービス
  • 世界のデータアノテーションおよびラベリンググ市場:データタイプ別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 文章
  • 画像
  • ビデオ
  • オーディオ
  • 世界のデータアノテーションおよびラベリンググ市場:アノテーションタイプ別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • マニュアル
  • 自動
  • 半教師あり
  • 世界のデータアノテーションおよびラベリンググ市場:用途別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • データセット管理
  • セキュリティとコンプライアンス
  • データ品質管理
  • 人材管理
  • コンテンツ管理
  • カタログ管理
  • 感情分析
  • その他の用途
  • 世界のデータアノテーションおよびラベリンググ市場業種別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 銀行金融サービスおよび保険(BFSI)
  • 情報技術と情報技術対応サービス(ITES)
  • ヘルスケアとライフサイエンス
  • 通信
  • 政府防衛および公的機関
  • 小売・消費財
  • 自動車
  • その他の業種

第7章 地域別・国別分析

  • 世界のデータアノテーションおよびラベリンググ市場:地域別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 世界のデータアノテーションおよびラベリンググ市場:国別、実績と予測, 2018-2023, 2023-2028F, 2033F

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

  • データアノテーションおよびラベリンググ市場:競合情勢
  • データアノテーションおよびラベリンググ市場:企業プロファイル
    • Google LLC
    • Amazon Web Services Inc.
    • The International Business Machines Corporation
    • Oracle Corporation
    • Adobe Inc.

第31章 その他の大手企業と革新的企業

  • Allegion PLC
  • TELUS International
  • Appen Ltd
  • Scale AI Inc
  • CloudFactory Limited
  • Anolytics
  • CapeStart Inc.
  • Clickworker
  • DataPure Technologies
  • Amantya Technologies
  • Labelbox Inc.
  • LXT AI Inc.
  • Keylabs.ai LTD.
  • Dataloop AI
  • Precise BPO Solution

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと潜在的な分析

第36章 付録

目次
Product Code: r16806

Data annotation and labeling are essential procedures in machine learning and artificial intelligence, involving manually or automatically assigning tags or labels to data points for training models. Data annotation is the process of adding metadata or labels to raw data to make it understandable and usable by machine learning algorithms, whereas Labeling is a subset of data annotation in which categorical or numerical labels are assigned to data points to indicate their class, category, or value.

The primary components of data annotation and labeling consist of solutions and services. Solutions refer to techniques or procedures employed to address problems or meet requirements. They encompass various data types such as text, images, videos, and audio, along with different annotation methods including manual, automatic, and semi-supervised approaches. These solutions find application across a wide range of areas including dataset management, security and compliance, data quality control, workforce management, content management, catalog management, sentiment analysis, and more. They are utilized by diverse end-users including banking, financial services, and insurance (BFSI), information technology and information technology-enabled services (ITES), healthcare and life sciences, telecommunications, government defense and public agencies, retail and consumer goods, automotive, and others.

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

The data annotation and labeling market size has grown exponentially in recent years. It will grow from $1.28 billion in 2023 to $1.70 billion in 2024 at a compound annual growth rate (CAGR) of 32.9%. The expansion observed during the historical period can be attributed to several factors, including the increased accessibility of cloud-based data annotation services and the emergence of crowdsourcing platforms.

The data annotation and labeling market size is expected to see exponential growth in the next few years. It will grow to $5.27 billion in 2028 at a compound annual growth rate (CAGR) of 32.6%. The projected growth in the forecast period can be attributed to several factors, including the increasing adoption of machine learning (ML) and artificial intelligence (AI), the emergence of the Internet of Things (IoT), and the rising utilization of cloud-based solutions. Major trends expected in this forecast period include product innovations, technological advancements, and strategic partnerships within the industry.

The upward trajectory of the data annotation and labeling market is strongly propelled by the escalating adoption of artificial intelligence (AI) and machine learning (ML). AI involves the development of computer systems capable of executing tasks that traditionally necessitate human intellect, while ML revolves around algorithms learning from data to forecast, categorize, and automate processes without explicit programming for each task. Data annotation and labeling play a pivotal role in ML and AI by furnishing labeled datasets, enabling ML models to discern patterns, forecast outcomes, and execute tasks proficiently. For instance, as of May 2022, reports from the International Business Machines Corporation revealed that approximately 35% of organizations incorporated AI into their operations, marking a four-point increase from 2021. Moreover, between 2021 and 2022, there was a notable 13% surge in the likelihood of firms adopting AI technology. Similarly, in July 2023, findings from Earthweb Inc. indicated that 48% of companies leveraged deep learning or ML to effectively harness vast volumes of data. Consequently, the burgeoning utilization of AI and ML is instrumental in propelling the growth of the data annotation and labeling market.

Prominent players within the data annotation and labeling market are strategically focusing on technologically enhanced products, particularly structured data annotation tools, to bolster their market stance. These tools, designed to facilitate the marking and tagging of structured data, streamline the process for ML algorithms to recognize and process information more efficiently. For instance, in March 2023, SciBite Limited, a UK-based entity specializing in data annotation solutions, unveiled "Workbench." This structured data annotation application simplifies data curation through the utilization of standardized terminologies and ontologies. Workbench empowers businesses to adopt a FAIR approach to data management, ensuring that data remains findable, accessible, interrelated, and reusable. Equipped with an intuitive user interface, data scientists and curators can accurately annotate data, thus optimizing time efficiency and enhancing replicability. Additionally, Workbench incorporates a robust REST API, furnishing programmatic access to essential operations and facilitating seamless integration into bespoke data curation workflows.

In July 2021, TELUS International, a Canadian technology firm specializing in innovative solutions for leading global brands, completed the acquisition of Playment for an undisclosed sum. This strategic move enables TELUS International to leverage the increasing need for data annotation services across diverse sectors such as healthcare, retail, and autonomous vehicle innovation. Playment, headquartered in India, provides cutting-edge data labeling infrastructure and solutions, facilitating organizations in expediting their machine learning initiatives.

Major companies operating in the data annotation and labeling market report are Google LLC, Amazon Web Services Inc., The International Business Machines Corporation, Oracle Corporation, Adobe Inc., Allegion PLC, TELUS International, Appen Ltd, Scale AI Inc, CloudFactory Limited, Anolytics, CapeStart Inc., Clickworker, DataPure Technologies, Amantya Technologies, Labelbox Inc., LXT AI Inc., Keylabs.ai LTD., Dataloop AI, Precise BPO Solution, SuperAnnotate, Label Your Data, V7 Labs, Cogito Tech LLC, AI Data innovation, Sigma AI, LightTag, Datasur N.V., Kili technology Corp., Segment AI

North America was the largest region in the data annotation and labeling market in 2023. The regions covered in the data annotation and labeling market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

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

The data annotation and labeling market includes revenues earned by entities by providing services such as object detection, sentiment analysis, named entity recognition, and quality assurance for machine learning and AI model training datasets. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

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.

Data Annotation and Labeling 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 and labeling 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.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • 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 and labeling ? 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 and labeling 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.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Solution; Service
  • 2) By Data Type: Text; Image; Video; Audio
  • 3) By Annotation Type: Manual; Automatic; Semi-Supervises
  • 4) By Application: Dataset Management; Security And Compliance; Data Quality Control; Workforce Management; Content Management; Catalog Management; Sentiment Analysis; Other Applications
  • 5) By Verticals: Banking Financial Services And Insurance (BFSI); Information Technology And Information Technology Enabled Services (ITES); Healthcare And Life science; Telecom; Government Defense And Public Agencies; Retail and Consumer Goods; Automotive; Other Verticals
  • Companies Mentioned: Google LLC; Amazon Web Services Inc.; The International Business Machines Corporation; Oracle Corporation; Adobe Inc.
  • 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.

Table of Contents

1. Executive Summary

2. Data Annotation and Labeling Market Characteristics

3. Data Annotation and Labeling Market Trends And Strategies

4. Data Annotation and Labeling 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 and Labeling Market Size and Growth

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

6. Data Annotation and Labeling Market Segmentation

  • 6.1. Global Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solution
  • Service
  • 6.2. Global Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Text
  • Image
  • Video
  • Audio
  • 6.3. Global Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Manual
  • Automatic
  • Semi-Supervises
  • 6.4. Global Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Dataset Management
  • Security And Compliance
  • Data Quality Control
  • Workforce Management
  • Content Management
  • Catalog Management
  • Sentiment Analysis
  • Other Applications
  • 6.5. Global Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Banking Financial Services And Insurance (BFSI)
  • Information Technology And Information Technology Enabled Services (ITES)
  • Healthcare And Life science
  • Telecom
  • Government Defense And Public Agencies
  • Retail and Consumer Goods
  • Automotive
  • Other Verticals

7. Data Annotation and Labeling Market Regional And Country Analysis

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

8. Asia-Pacific Data Annotation and Labeling Market

  • 8.1. Asia-Pacific Data Annotation and Labeling 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 and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Data Annotation and Labeling Market

  • 9.1. China Data Annotation and Labeling Market Overview
  • 9.2. China Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Data Annotation and Labeling Market

  • 10.1. India Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Data Annotation and Labeling Market

  • 11.1. Japan Data Annotation and Labeling Market Overview
  • 11.2. Japan Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Data Annotation and Labeling Market

  • 12.1. Australia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Data Annotation and Labeling Market

  • 13.1. Indonesia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Data Annotation and Labeling Market

  • 14.1. South Korea Data Annotation and Labeling Market Overview
  • 14.2. South Korea Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Data Annotation and Labeling Market

  • 15.1. Western Europe Data Annotation and Labeling Market Overview
  • 15.2. Western Europe Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Data Annotation and Labeling Market

  • 16.1. UK Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Data Annotation and Labeling Market

  • 17.1. Germany Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Data Annotation and Labeling Market

  • 18.1. France Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Data Annotation and Labeling Market

  • 19.1. Italy Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Data Annotation and Labeling Market

  • 20.1. Spain Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Data Annotation and Labeling Market

  • 21.1. Eastern Europe Data Annotation and Labeling Market Overview
  • 21.2. Eastern Europe Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Data Annotation and Labeling Market

  • 22.1. Russia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Data Annotation and Labeling Market

  • 23.1. North America Data Annotation and Labeling Market Overview
  • 23.2. North America Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Data Annotation and Labeling Market

  • 24.1. USA Data Annotation and Labeling Market Overview
  • 24.2. USA Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Data Annotation and Labeling Market

  • 25.1. Canada Data Annotation and Labeling Market Overview
  • 25.2. Canada Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Data Annotation and Labeling Market

  • 26.1. South America Data Annotation and Labeling Market Overview
  • 26.2. South America Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Data Annotation and Labeling Market

  • 27.1. Brazil Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Data Annotation and Labeling Market

  • 28.1. Middle East Data Annotation and Labeling Market Overview
  • 28.2. Middle East Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Data Annotation and Labeling Market

  • 29.1. Africa Data Annotation and Labeling Market Overview
  • 29.2. Africa Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Data Annotation and Labeling Market Competitive Landscape And Company Profiles

  • 30.1. Data Annotation and Labeling Market Competitive Landscape
  • 30.2. Data Annotation and Labeling Market Company Profiles
    • 30.2.1. Google LLC
      • 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. Amazon Web Services Inc.
      • 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. The International Business Machines Corporation
      • 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. Oracle Corporation
      • 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. Adobe Inc.
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Data Annotation and Labeling Market Other Major And Innovative Companies

  • 31.1. Allegion PLC
  • 31.2. TELUS International
  • 31.3. Appen Ltd
  • 31.4. Scale AI Inc
  • 31.5. CloudFactory Limited
  • 31.6. Anolytics
  • 31.7. CapeStart Inc.
  • 31.8. Clickworker
  • 31.9. DataPure Technologies
  • 31.10. Amantya Technologies
  • 31.11. Labelbox Inc.
  • 31.12. LXT AI Inc.
  • 31.13. Keylabs.ai LTD.
  • 31.14. Dataloop AI
  • 31.15. Precise BPO Solution

32. Global Data Annotation and Labeling Market Competitive Benchmarking

33. Global Data Annotation and Labeling Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Data Annotation and Labeling Market

35. Data Annotation and Labeling Market Future Outlook and Potential Analysis

  • 35.1 Data Annotation and Labeling Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Data Annotation and Labeling Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Data Annotation and Labeling Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer