
Data labelingÌýtool—also known as trainingÌýdata,ÌýdataÌýannotation,ÌýdataÌýtagging, orÌýdataÌýclassification software—provides aÌýtoolÌýset for businesses to turn unlabeledÌýdataÌýintoÌýlabeled dataÌýand build corresponding artificial intelligence algorithms.
The global market for Data Labeling Tools was estimated to be worth US$ million in 2023 and is forecast to a readjusted size of US$ million by 2030 with a CAGR of % during the forecast period 2024-2030.
The growth is majorly driven by the increasing adoption of image data annotation tools in the automotive, retail, and healthcare sectors.Ìý
Report Scope
This report aims to provide a comprehensive presentation of the global market for Data Labeling Tools, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Data Labeling Tools by region & country, by Type, and by Application.
The Data Labeling Tools market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Data Labeling Tools.
Market Segmentation
By Company
Annotate
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 GMbH
Mighty AI, Inc.
Trilldata Technologies Pvt Ltd
Scale AI, Inc.
Google LLC
Lionbridge Technologies, Inc
SuperAnnotate LLC
Segment by Type:
Cloud-Based
On-Premises
Segment by Application
IT
Automotive
Government
Healthcare
Financial Services
Retail
Others
By Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Turkey
Saudi Arabia
UAE
Chapter Outline
Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 2: Detailed analysis of Data Labeling Tools manufacturers competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 5: Revenue of Data Labeling Tools in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.
Chapter 6: Revenue of Data Labeling Tools in country level. It provides sigmate data by Type, and by Application for each country/region.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Conclusion.
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1 Market Overview
1.1 Data Labeling Tools Product Introduction
1.2 Global Data Labeling Tools Market Size Forecast
1.3 Data Labeling Tools Market Trends & Drivers
1.3.1 Data Labeling Tools Industry Trends
1.3.2 Data Labeling Tools Market Drivers & Opportunity
1.3.3 Data Labeling Tools Market Challenges
1.3.4 Data Labeling Tools Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Data Labeling Tools Players Revenue Ranking (2023)
2.2 Global Data Labeling Tools Revenue by Company (2019-2024)
2.3 Key Companies Data Labeling Tools Manufacturing Base Distribution and Headquarters
2.4 Key Companies Data Labeling Tools Product Offered
2.5 Key Companies Time to Begin Mass Production of Data Labeling Tools
2.6 Data Labeling Tools Market Competitive Analysis
2.6.1 Data Labeling Tools Market Concentration Rate (2019-2024)
2.6.2 Global 5 and 10 Largest Companies by Data Labeling Tools Revenue in 2023
2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Labeling Tools as of 2023)
2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
3.1 Introduction by Type
3.1.1 Cloud-Based
3.1.2 On-Premises
3.2 Global Data Labeling Tools Sales Value by Type
3.2.1 Global Data Labeling Tools Sales Value by Type (2019 VS 2023 VS 2030)
3.2.2 Global Data Labeling Tools Sales Value, by Type (2019-2030)
3.2.3 Global Data Labeling Tools Sales Value, by Type (%) (2019-2030)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 IT
4.1.2 Automotive
4.1.3 Government
4.1.4 Healthcare
4.1.5 Financial Services
4.1.6 Retail
4.1.7 Others
4.2 Global Data Labeling Tools Sales Value by Application
4.2.1 Global Data Labeling Tools Sales Value by Application (2019 VS 2023 VS 2030)
4.2.2 Global Data Labeling Tools Sales Value, by Application (2019-2030)
4.2.3 Global Data Labeling Tools Sales Value, by Application (%) (2019-2030)
5 Segmentation by Region
5.1 Global Data Labeling Tools Sales Value by Region
5.1.1 Global Data Labeling Tools Sales Value by Region: 2019 VS 2023 VS 2030
5.1.2 Global Data Labeling Tools Sales Value by Region (2019-2024)
5.1.3 Global Data Labeling Tools Sales Value by Region (2025-2030)
5.1.4 Global Data Labeling Tools Sales Value by Region (%), (2019-2030)
5.2 North America
5.2.1 North America Data Labeling Tools Sales Value, 2019-2030
5.2.2 North America Data Labeling Tools Sales Value by Country (%), 2023 VS 2030
5.3 Europe
5.3.1 Europe Data Labeling Tools Sales Value, 2019-2030
5.3.2 Europe Data Labeling Tools Sales Value by Country (%), 2023 VS 2030
5.4 Asia Pacific
5.4.1 Asia Pacific Data Labeling Tools Sales Value, 2019-2030
5.4.2 Asia Pacific Data Labeling Tools Sales Value by Country (%), 2023 VS 2030
5.5 South America
5.5.1 South America Data Labeling Tools Sales Value, 2019-2030
5.5.2 South America Data Labeling Tools Sales Value by Country (%), 2023 VS 2030
5.6 Middle East & Africa
5.6.1 Middle East & Africa Data Labeling Tools Sales Value, 2019-2030
5.6.2 Middle East & Africa Data Labeling Tools Sales Value by Country (%), 2023 VS 2030
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Data Labeling Tools Sales Value Growth Trends, 2019 VS 2023 VS 2030
6.2 Key Countries/Regions Data Labeling Tools Sales Value
6.3 United States
6.3.1 United States Data Labeling Tools Sales Value, 2019-2030
6.3.2 United States Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.3.3 United States Data Labeling Tools Sales Value by Application, 2023 VS 2030
6.4 Europe
6.4.1 Europe Data Labeling Tools Sales Value, 2019-2030
6.4.2 Europe Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.4.3 Europe Data Labeling Tools Sales Value by Application, 2023 VS 2030
6.5 China
6.5.1 China Data Labeling Tools Sales Value, 2019-2030
6.5.2 China Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.5.3 China Data Labeling Tools Sales Value by Application, 2023 VS 2030
6.6 Japan
6.6.1 Japan Data Labeling Tools Sales Value, 2019-2030
6.6.2 Japan Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.6.3 Japan Data Labeling Tools Sales Value by Application, 2023 VS 2030
6.7 South Korea
6.7.1 South Korea Data Labeling Tools Sales Value, 2019-2030
6.7.2 South Korea Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.7.3 South Korea Data Labeling Tools Sales Value by Application, 2023 VS 2030
6.8 Southeast Asia
6.8.1 Southeast Asia Data Labeling Tools Sales Value, 2019-2030
6.8.2 Southeast Asia Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.8.3 Southeast Asia Data Labeling Tools Sales Value by Application, 2023 VS 2030
6.9 India
6.9.1 India Data Labeling Tools Sales Value, 2019-2030
6.9.2 India Data Labeling Tools Sales Value by Type (%), 2023 VS 2030
6.9.3 India Data Labeling Tools Sales Value by Application, 2023 VS 2030
7 Company Profiles
7.1 Annotate
7.1.1 Annotate Profile
7.1.2 Annotate Main Business
7.1.3 Annotate Data Labeling Tools Products, Services and Solutions
7.1.4 Annotate Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.1.5 Annotate Recent Developments
7.2 Appen Limited
7.2.1 Appen Limited Profile
7.2.2 Appen Limited Main Business
7.2.3 Appen Limited Data Labeling Tools Products, Services and Solutions
7.2.4 Appen Limited Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.2.5 Appen Limited Recent Developments
7.3 CloudApp
7.3.1 CloudApp Profile
7.3.2 CloudApp Main Business
7.3.3 CloudApp Data Labeling Tools Products, Services and Solutions
7.3.4 CloudApp Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.3.5 Cogito Tech LLC Recent Developments
7.4 Cogito Tech LLC
7.4.1 Cogito Tech LLC Profile
7.4.2 Cogito Tech LLC Main Business
7.4.3 Cogito Tech LLC Data Labeling Tools Products, Services and Solutions
7.4.4 Cogito Tech LLC Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.4.5 Cogito Tech LLC Recent Developments
7.5 Deep Systems
7.5.1 Deep Systems Profile
7.5.2 Deep Systems Main Business
7.5.3 Deep Systems Data Labeling Tools Products, Services and Solutions
7.5.4 Deep Systems Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.5.5 Deep Systems Recent Developments
7.6 Labelbox, Inc
7.6.1 Labelbox, Inc Profile
7.6.2 Labelbox, Inc Main Business
7.6.3 Labelbox, Inc Data Labeling Tools Products, Services and Solutions
7.6.4 Labelbox, Inc Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.6.5 Labelbox, Inc Recent Developments
7.7 LightTag
7.7.1 LightTag Profile
7.7.2 LightTag Main Business
7.7.3 LightTag Data Labeling Tools Products, Services and Solutions
7.7.4 LightTag Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.7.5 LightTag Recent Developments
7.8 Lotus Quality Assurance
7.8.1 Lotus Quality Assurance Profile
7.8.2 Lotus Quality Assurance Main Business
7.8.3 Lotus Quality Assurance Data Labeling Tools Products, Services and Solutions
7.8.4 Lotus Quality Assurance Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.8.5 Lotus Quality Assurance Recent Developments
7.9 Playment Inc
7.9.1 Playment Inc Profile
7.9.2 Playment Inc Main Business
7.9.3 Playment Inc Data Labeling Tools Products, Services and Solutions
7.9.4 Playment Inc Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.9.5 Playment Inc Recent Developments
7.10 Tagtog Sp. z o.o
7.10.1 Tagtog Sp. z o.o Profile
7.10.2 Tagtog Sp. z o.o Main Business
7.10.3 Tagtog Sp. z o.o Data Labeling Tools Products, Services and Solutions
7.10.4 Tagtog Sp. z o.o Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.10.5 Tagtog Sp. z o.o Recent Developments
7.11 CloudFactory Limited
7.11.1 CloudFactory Limited Profile
7.11.2 CloudFactory Limited Main Business
7.11.3 CloudFactory Limited Data Labeling Tools Products, Services and Solutions
7.11.4 CloudFactory Limited Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.11.5 CloudFactory Limited Recent Developments
7.12 ClickWorker GmbH
7.12.1 ClickWorker GmbH Profile
7.12.2 ClickWorker GmbH Main Business
7.12.3 ClickWorker GmbH Data Labeling Tools Products, Services and Solutions
7.12.4 ClickWorker GmbH Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.12.5 ClickWorker GmbH Recent Developments
7.13 Alegion
7.13.1 Alegion Profile
7.13.2 Alegion Main Business
7.13.3 Alegion Data Labeling Tools Products, Services and Solutions
7.13.4 Alegion Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.13.5 Alegion Recent Developments
7.14 Figure Eight Inc.
7.14.1 Figure Eight Inc. Profile
7.14.2 Figure Eight Inc. Main Business
7.14.3 Figure Eight Inc. Data Labeling Tools Products, Services and Solutions
7.14.4 Figure Eight Inc. Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.14.5 Figure Eight Inc. Recent Developments
7.15 Amazon Mechanical Turk, Inc
7.15.1 Amazon Mechanical Turk, Inc Profile
7.15.2 Amazon Mechanical Turk, Inc Main Business
7.15.3 Amazon Mechanical Turk, Inc Data Labeling Tools Products, Services and Solutions
7.15.4 Amazon Mechanical Turk, Inc Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.15.5 Amazon Mechanical Turk, Inc Recent Developments
7.16 Explosion AI GMbH
7.16.1 Explosion AI GMbH Profile
7.16.2 Explosion AI GMbH Main Business
7.16.3 Explosion AI GMbH Data Labeling Tools Products, Services and Solutions
7.16.4 Explosion AI GMbH Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.16.5 Explosion AI GMbH Recent Developments
7.17 Mighty AI, Inc.
7.17.1 Mighty AI, Inc. Profile
7.17.2 Mighty AI, Inc. Main Business
7.17.3 Mighty AI, Inc. Data Labeling Tools Products, Services and Solutions
7.17.4 Mighty AI, Inc. Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.17.5 Mighty AI, Inc. Recent Developments
7.18 Trilldata Technologies Pvt Ltd
7.18.1 Trilldata Technologies Pvt Ltd Profile
7.18.2 Trilldata Technologies Pvt Ltd Main Business
7.18.3 Trilldata Technologies Pvt Ltd Data Labeling Tools Products, Services and Solutions
7.18.4 Trilldata Technologies Pvt Ltd Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.18.5 Trilldata Technologies Pvt Ltd Recent Developments
7.19 Scale AI, Inc.
7.19.1 Scale AI, Inc. Profile
7.19.2 Scale AI, Inc. Main Business
7.19.3 Scale AI, Inc. Data Labeling Tools Products, Services and Solutions
7.19.4 Scale AI, Inc. Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.19.5 Scale AI, Inc. Recent Developments
7.20 Google LLC
7.20.1 Google LLC Profile
7.20.2 Google LLC Main Business
7.20.3 Google LLC Data Labeling Tools Products, Services and Solutions
7.20.4 Google LLC Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.20.5 Google LLC Recent Developments
7.21 Lionbridge Technologies, Inc
7.21.1 Lionbridge Technologies, Inc Profile
7.21.2 Lionbridge Technologies, Inc Main Business
7.21.3 Lionbridge Technologies, Inc Data Labeling Tools Products, Services and Solutions
7.21.4 Lionbridge Technologies, Inc Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.21.5 Lionbridge Technologies, Inc Recent Developments
7.22 SuperAnnotate LLC
7.22.1 SuperAnnotate LLC Profile
7.22.2 SuperAnnotate LLC Main Business
7.22.3 SuperAnnotate LLC Data Labeling Tools Products, Services and Solutions
7.22.4 SuperAnnotate LLC Data Labeling Tools Revenue (US$ Million) & (2019-2024)
7.22.5 SuperAnnotate LLC Recent Developments
8 Industry Chain Analysis
8.1 Data Labeling Tools Industrial Chain
8.2 Data Labeling Tools Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customers Analysis)
8.5 Sales Model and Sales Channels
8.5.1 Data Labeling Tools Sales Model
8.5.2 Sales Channel
8.5.3 Data Labeling Tools Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer
Annotate
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 GMbH
Mighty AI, Inc.
Trilldata Technologies Pvt Ltd
Scale AI, Inc.
Google LLC
Lionbridge Technologies, Inc
SuperAnnotate LLC
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*If Applicable.
