세계의 데이터 라벨링 및 어노테이션 툴 시장(2025-2029년)

The data labeling and annotation tools market is forecasted to grow by USD 2687.6 mn during 2024-2029, accelerating at a CAGR of 28% during the forecast period. The report on the data labeling and annotation tools market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by explosive growth and data demands of generative ai, deepening integration of ai and computer vision across core industries, and paradigm shift towards data-centric ai.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's data labeling and annotation tools market is segmented as below:

By Type

• Text
• Video
• Image
• Audio

By Technique

• Manual labeling
• Semi-supervised labeling
• Automatic labeling

By Deployment

• Cloud-based
• On-premises

By Geographical Landscape

• North America
• APAC
• Europe
• South America
• Middle East and Africa

This study identifies the emergence of specialized platforms for generative ai data pipelines as one of the prime reasons driving the data labeling and annotation tools market growth during the next few years. Also, convergence with mlops and rise of continuous data engine and strategic shift towards unified multimodal annotation platforms will lead to sizable demand in the market.

The report on the data labeling and annotation tools market covers the following areas:

• Data Labeling And Annotation Tools Market sizing
• Data Labeling And Annotation Tools Market forecast
• Data Labeling And Annotation Tools Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading data labeling and annotation tools market vendors that include ALEGION, Amazon Mechanical Turk, Inc., APPEN Ltd., Clickworker GmbH, Cloudfactory, Cogito Tech LLC, Deepen AI, Google LLC, iMerit, Kili Technology, Labelbox, Lionbridge Technologies LLC, Samasource, Scale, SuperAnnotate, tagtog, Taiwan AI Labs, and TELUS Digital. Also, the data labeling and annotation tools market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by Technique
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

• 5.1 Global Data Labeling And Annotation Tools Market 2019 - 2023
  • Historic Market Size - Data Table on Global Data Labeling And Annotation Tools Market 2019 - 2023 ($ million)
• 5.2 Type segment analysis 2019 - 2023
  • Historic Market Size - Type Segment 2019 - 2023 ($ million)
• 5.3 Technique segment analysis 2019 - 2023
  • Historic Market Size - Technique Segment 2019 - 2023 ($ million)
• 5.4 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Type

• 7.1 Market segments
  • Chart on Type - Market share 2024-2029 (%)
  • Data Table on Type - Market share 2024-2029 (%)
• 7.2 Comparison by Type
  • Chart on Comparison by Type
  • Data Table on Comparison by Type
• 7.3 Text - Market size and forecast 2024-2029
  • Chart on Text - Market size and forecast 2024-2029 ($ million)
  • Data Table on Text - Market size and forecast 2024-2029 ($ million)
  • Chart on Text - Year-over-year growth 2024-2029 (%)
  • Data Table on Text - Year-over-year growth 2024-2029 (%)
• 7.4 Video - Market size and forecast 2024-2029
  • Chart on Video - Market size and forecast 2024-2029 ($ million)
  • Data Table on Video - Market size and forecast 2024-2029 ($ million)
  • Chart on Video - Year-over-year growth 2024-2029 (%)
  • Data Table on Video - Year-over-year growth 2024-2029 (%)
• 7.5 Image - Market size and forecast 2024-2029
  • Chart on Image - Market size and forecast 2024-2029 ($ million)
  • Data Table on Image - Market size and forecast 2024-2029 ($ million)
  • Chart on Image - Year-over-year growth 2024-2029 (%)
  • Data Table on Image - Year-over-year growth 2024-2029 (%)
• 7.6 Audio - Market size and forecast 2024-2029
  • Chart on Audio - Market size and forecast 2024-2029 ($ million)
  • Data Table on Audio - Market size and forecast 2024-2029 ($ million)
  • Chart on Audio - Year-over-year growth 2024-2029 (%)
  • Data Table on Audio - Year-over-year growth 2024-2029 (%)
• 7.7 Market opportunity by Type
  • Market opportunity by Type ($ million)
  • Data Table on Market opportunity by Type ($ million)

8 Market Segmentation by Technique

• 8.1 Market segments
  • Chart on Technique - Market share 2024-2029 (%)
  • Data Table on Technique - Market share 2024-2029 (%)
• 8.2 Comparison by Technique
  • Chart on Comparison by Technique
  • Data Table on Comparison by Technique
• 8.3 Manual labeling - Market size and forecast 2024-2029
  • Chart on Manual labeling - Market size and forecast 2024-2029 ($ million)
  • Data Table on Manual labeling - Market size and forecast 2024-2029 ($ million)
  • Chart on Manual labeling - Year-over-year growth 2024-2029 (%)
  • Data Table on Manual labeling - Year-over-year growth 2024-2029 (%)
• 8.4 Semi-supervised labeling - Market size and forecast 2024-2029
  • Chart on Semi-supervised labeling - Market size and forecast 2024-2029 ($ million)
  • Data Table on Semi-supervised labeling - Market size and forecast 2024-2029 ($ million)
  • Chart on Semi-supervised labeling - Year-over-year growth 2024-2029 (%)
  • Data Table on Semi-supervised labeling - Year-over-year growth 2024-2029 (%)
• 8.5 Automatic labeling - Market size and forecast 2024-2029
  • Chart on Automatic labeling - Market size and forecast 2024-2029 ($ million)
  • Data Table on Automatic labeling - Market size and forecast 2024-2029 ($ million)
  • Chart on Automatic labeling - Year-over-year growth 2024-2029 (%)
  • Data Table on Automatic labeling - Year-over-year growth 2024-2029 (%)
• 8.6 Market opportunity by Technique
  • Market opportunity by Technique ($ million)
  • Data Table on Market opportunity by Technique ($ million)

9 Market Segmentation by Deployment

• 9.1 Market segments
  • Chart on Deployment - Market share 2024-2029 (%)
  • Data Table on Deployment - Market share 2024-2029 (%)
• 9.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 9.3 Cloud-based - Market size and forecast 2024-2029
  • Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
• 9.4 On-premises - Market size and forecast 2024-2029
  • Chart on On-premises - Market size and forecast 2024-2029 ($ million)
  • Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
  • Chart on On-premises - Year-over-year growth 2024-2029 (%)
  • Data Table on On-premises - Year-over-year growth 2024-2029 (%)
• 9.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.4 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.5 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.6 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.8 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.9 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.10 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 11.11 Mexico - Market size and forecast 2024-2029
  • Chart on Mexico - Market size and forecast 2024-2029 ($ million)
  • Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
  • Chart on Mexico - Year-over-year growth 2024-2029 (%)
  • Data Table on Mexico - Year-over-year growth 2024-2029 (%)
• 11.12 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.13 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.14 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.15 Spain - Market size and forecast 2024-2029
  • Chart on Spain - Market size and forecast 2024-2029 ($ million)
  • Data Table on Spain - Market size and forecast 2024-2029 ($ million)
  • Chart on Spain - Year-over-year growth 2024-2029 (%)
  • Data Table on Spain - Year-over-year growth 2024-2029 (%)
• 11.16 Brazil - Market size and forecast 2024-2029
  • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
• 11.17 Italy - Market size and forecast 2024-2029
  • Chart on Italy - Market size and forecast 2024-2029 ($ million)
  • Data Table on Italy - Market size and forecast 2024-2029 ($ million)
  • Chart on Italy - Year-over-year growth 2024-2029 (%)
  • Data Table on Italy - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 ALEGION
  • ALEGION - Overview
  • ALEGION - Product / Service
  • ALEGION - Key offerings
  • SWOT
• 14.5 Amazon Mechanical Turk, Inc.
  • Amazon Mechanical Turk, Inc. - Overview
  • Amazon Mechanical Turk, Inc. - Product / Service
  • Amazon Mechanical Turk, Inc. - Key offerings
  • SWOT
• 14.6 APPEN Ltd.
  • APPEN Ltd. - Overview
  • APPEN Ltd. - Product / Service
  • APPEN Ltd. - Key offerings
  • SWOT
• 14.7 Clickworker GmbH
  • Clickworker GmbH - Overview
  • Clickworker GmbH - Product / Service
  • Clickworker GmbH - Key offerings
  • SWOT
• 14.8 Cloudfactory
  • Cloudfactory - Overview
  • Cloudfactory - Product / Service
  • Cloudfactory - Key offerings
  • SWOT
• 14.9 Cogito Tech LLC
  • Cogito Tech LLC - Overview
  • Cogito Tech LLC - Product / Service
  • Cogito Tech LLC - Key offerings
  • SWOT
• 14.10 Deepen AI
  • Deepen AI - Overview
  • Deepen AI - Product / Service
  • Deepen AI - Key offerings
  • SWOT
• 14.11 iMerit
  • iMerit - Overview
  • iMerit - Product / Service
  • iMerit - Key offerings
  • SWOT
• 14.12 Kili Technology
  • Kili Technology - Overview
  • Kili Technology - Product / Service
  • Kili Technology - Key offerings
  • SWOT
• 14.13 Labelbox
  • Labelbox - Overview
  • Labelbox - Product / Service
  • Labelbox - Key offerings
  • SWOT
• 14.14 Lionbridge Technologies LLC
  • Lionbridge Technologies LLC - Overview
  • Lionbridge Technologies LLC - Product / Service
  • Lionbridge Technologies LLC - Key offerings
  • SWOT
• 14.15 Samasource
  • Samasource - Overview
  • Samasource - Product / Service
  • Samasource - Key offerings
  • SWOT
• 14.16 Scale
  • Scale - Overview
  • Scale - Product / Service
  • Scale - Key offerings
  • SWOT
• 14.17 SuperAnnotate
  • SuperAnnotate - Overview
  • SuperAnnotate - Product / Service
  • SuperAnnotate - Key offerings
  • SWOT
• 14.18 TELUS Digital
  • TELUS Digital - Overview
  • TELUS Digital - Product / Service
  • TELUS Digital - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations