The North America Data Collection and Labeling Market would witness market growth of 27% CAGR during the forecast period (2020-2026). In the healthcare industry, data collection and labeling are expected to play a major role, as medical imaging uses computer vision technology to identify patterns and diagnose injury or disease. Data labeling tools help train AI systems in differentiating medical image content, including Magnetic Resonance Imaging (MRI), X-ray, and CT scanning images. In addition, it helps medical professionals produce automatic reports of the individuals being examined. For example, TrainingData.io, a U.S .- based tech startup, helps customers with healthcare radiology increase the labeling productivity by ten times and decrease the error rate by more than 15%. The company has developed a web-based application to help businesses navigate their workflow to collect data.
Numerous data processing innovations have evolved with the emergence of cloud media services and the rise of mobile devices, such as multilingual voice recognition, data classification, and data labeling. But data labeling inaccuracy remains a threat to the growth of the industry. For example, low-resolution images are hard to mark, and labeling errors result in the additional cost and effort to the process. Automated technologies are now being implemented to reduce reliance on manual processes.
Based on Data type, the market is segmented into Text, Image/Video and Audio. Based on End User, the market is segmented into BFSI & IT, Retail & Ecommerce, Healthcare, Government, Automotive and Others. The report also covers geographical segmentation of Data Collection and Labeling market. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.
Free Valuable Insights: Data Collection and Labeling Market in North America is expected to register a CAGR of 27% during the forecast period (2020-2026)
The market research report covers theanalysis of key stake holders of the market. Key companies profiled in the report include Avery Dennison Corporation, Appen Limited, Reality Analytics, Inc. (Reality AI), Alegion, Inc., Labelbox, Inc., Scale AI, Inc., Playment, Inc., Dobility, Inc., Summa Linguae Technologies S.A. (Globalme Localization, Inc.), Global Technology Solutions.
Scope of the North America Data Collection and Labeling Market Analysis
Market Segmentation:
By Data Type
By End User
- BFSI & IT
- Retail & Ecommerce
- Healthcare
- Government
- Automotive
- Others
By Country
- US
- Canada
- Mexico
- Rest of North America
Companies Profiled
- Avery Dennison Corporation
- Appen Limited
- Reality Analytics, Inc. (Reality AI)
- Alegion, Inc.
- Labelbox, Inc.
- Scale AI, Inc.
- Playment, Inc.
- Dobility, Inc.
- Summa Linguae Technologies S.A. (Globalme Localization, Inc.)
- Global Technology Solutions
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Data Collection and Labeling Market, by Data Type
1.4.2 North America Data Collection and Labeling Market, by End User
1.4.3 North America Data Collection and Labeling Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.2 Executive Summary
2.1.3 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. North America Data Collection & Labeling Market by Data Type
3.1 North America Data Collection & Labeling Text Market by Country
3.2 North America Data Collection & Labeling Image/Video Market by Country
3.3 North America Data Collection & Labeling Audio Market by Country
Chapter 4. North America Data Collection & Labeling Market by Industry Vertical
4.1 North America BFSI & IT Data Collection & Labeling Market by Country
4.2 North America Retail & Ecommerce Data Collection & Labeling Market by Country
4.3 North America Healthcare Data Collection & Labeling Market by Country
4.4 North America Government Data Collection & Labeling Market by Country
4.5 North America Automotive Data Collection & Labeling Market by Country
4.6 North America Others Data Collection & Labeling Market by Country
Chapter 5. North America Data Collection & Labeling Market by Country
5.1 US Data Collection & Labeling Market
5.1.1 US Data Collection & Labeling Market by Data Type
5.1.2 US Data Collection & Labeling Market by Industry Vertical
5.2 Canada Data Collection & Labeling Market
5.2.1 Canada Data Collection & Labeling Market by Data Type
5.2.2 Canada Data Collection & Labeling Market by Industry Vertical
5.3 Mexico Data Collection & Labeling Market
5.3.1 Mexico Data Collection & Labeling Market by Data Type
5.3.2 Mexico Data Collection & Labeling Market by Industry Vertical
5.4 Rest of North America Data Collection & Labeling Market
5.4.1 Rest of North America Data Collection & Labeling Market by Data Type
5.4.2 Rest of North America Data Collection & Labeling Market by Industry Vertical
Chapter 6. Company Profiles
6.1 Avery Dennison Corporation
6.1.1 Company Overview
6.1.2 Financial Analysis
6.1.3 Segmental and Regional Analysis
6.1.4 Research & Development Expense
6.1.5 Recent strategies and developments:
6.1.5.1 Geographical Expansions:
6.1.5.2 Product Launches and Product Expansions:
6.2 Appen Limited
6.2.1 Company Overview
6.2.2 Financial Analysis
6.2.3 Segmental and Regional Analysis
6.2.4 Recent strategies and developments:
6.2.4.1 Product Launches and Product Expansions:
6.2.4.2 Acquisition and Mergers:
6.3 Reality Analytics, Inc. (Reality AI)
6.3.1 Company Overview
6.4 Alegion, Inc.
6.4.1 Company Overview
6.4.2 Recent strategies and developments:
6.4.2.1 Product Launches and Product Expansions:
6.5 Labelbox, Inc.
6.5.1 Company overview
6.6 Scale AI, Inc.
6.6.1 Company Overview
6.6.2 Recent strategies and developments:
6.6.2.1 Partnerships, Collaborations, and Agreements:
6.7 Playment, Inc.
6.7.1 Company Overview
6.7.2 Recent strategies and developments:
6.7.2.1 Product Launches and Product Expansions:
6.8 Dobility, Inc.
6.8.1 Company Overview
6.9 Summa Linguae Technologies S.A. (Globalme Localization, Inc.)
6.9.1 Company Overview
6.9.2 Financial Analysis
6.1 Global Technology Solutions
6.10.1 Company Overview
TABLE 1 Global Data Collection & Labeling Market, 2016 - 2019, USD Million
TABLE 2 Global Data Collection & Labeling Market, 2020 - 2026, USD Million
TABLE 3 North America Data Collection & Labeling Market by Data Type, 2016 - 2019, USD Million
TABLE 4 North America Data Collection & Labeling Market by Data Type, 2020 - 2026, USD Million
TABLE 5 North America Data Collection & Labeling Text Market by Country, 2016 - 2019, USD Million
TABLE 6 North America Data Collection & Labeling Text Market by Country, 2020 - 2026, USD Million
TABLE 7 North America Data Collection & Labeling Image/Video Market by Country, 2016 - 2019, USD Million
TABLE 8 North America Data Collection & Labeling Image/Video Market by Country, 2020 - 2026, USD Million
TABLE 9 North America Data Collection & Labeling Audio Market by Country, 2016 - 2019, USD Million
TABLE 10 North America Data Collection & Labeling Audio Market by Country, 2020 - 2026, USD Million
TABLE 11 North America Data Collection & Labeling Market by Industry Vertical, 2016 - 2019, USD Million
TABLE 12 North America Data Collection & Labeling Market by Industry Vertical, 2020 - 2026, USD Million
TABLE 13 North America BFSI & IT Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 14 North America BFSI & IT Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 15 North America Retail & Ecommerce Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 16 North America Retail & Ecommerce Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 17 North America Healthcare Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 18 North America Healthcare Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 19 North America Government Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 20 North America Government Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 21 North America Automotive Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 22 North America Automotive Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 23 North America Others Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 24 North America Others Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 25 North America Data Collection & Labeling Market by Country, 2016 - 2019, USD Million
TABLE 26 North America Data Collection & Labeling Market by Country, 2020 - 2026, USD Million
TABLE 27 US Data Collection & Labeling Market, 2016 - 2019, USD Million
TABLE 28 US Data Collection & Labeling Market, 2020 - 2026, USD Million
TABLE 29 US Data Collection & Labeling Market by Data Type, 2016 - 2019, USD Million
TABLE 30 US Data Collection & Labeling Market by Data Type, 2020 - 2026, USD Million
TABLE 31 US Data Collection & Labeling Market by Industry Vertical, 2016 - 2019, USD Million
TABLE 32 US Data Collection & Labeling Market by Industry Vertical, 2020 - 2026, USD Million
TABLE 33 Canada Data Collection & Labeling Market, 2016 - 2019, USD Million
TABLE 34 Canada Data Collection & Labeling Market, 2020 - 2026, USD Million
TABLE 35 Canada Data Collection & Labeling Market by Data Type, 2016 - 2019, USD Million
TABLE 36 Canada Data Collection & Labeling Market by Data Type, 2020 - 2026, USD Million
TABLE 37 Canada Data Collection & Labeling Market by Industry Vertical, 2016 - 2019, USD Million
TABLE 38 Canada Data Collection & Labeling Market by Industry Vertical, 2020 - 2026, USD Million
TABLE 39 Mexico Data Collection & Labeling Market, 2016 - 2019, USD Million
TABLE 40 Mexico Data Collection & Labeling Market, 2020 - 2026, USD Million
TABLE 41 Mexico Data Collection & Labeling Market by Data Type, 2016 - 2019, USD Million
TABLE 42 Mexico Data Collection & Labeling Market by Data Type, 2020 - 2026, USD Million
TABLE 43 Mexico Data Collection & Labeling Market by Industry Vertical, 2016 - 2019, USD Million
TABLE 44 Mexico Data Collection & Labeling Market by Industry Vertical, 2020 - 2026, USD Million
TABLE 45 Rest of North America Data Collection & Labeling Market, 2016 - 2019, USD Million
TABLE 46 Rest of North America Data Collection & Labeling Market, 2020 - 2026, USD Million
TABLE 47 Rest of North America Data Collection & Labeling Market by Data Type, 2016 - 2019, USD Million
TABLE 48 Rest of North America Data Collection & Labeling Market by Data Type, 2020 - 2026, USD Million
TABLE 49 Rest of North America Data Collection & Labeling Market by Industry Vertical, 2016 - 2019, USD Million
TABLE 50 Rest of North America Data Collection & Labeling Market by Industry Vertical, 2020 - 2026, USD Million
TABLE 51 Key Information – Avery Dennison Corporation
TABLE 52 Key Information – Appen Limited
TABLE 53 Key Information – Reality Analytics, Inc.
TABLE 54 key information – Alegion, Inc.
TABLE 55 Key Information – Labelbox, Inc.
TABLE 56 Key Information – Scale AI, Inc.
TABLE 57 Key Information – Playment, Inc.
TABLE 58 Key Information – Dobility, Inc.
TABLE 59 Key information – Summa Linguae Technologies S.A.
TABLE 60 Key Information – Global Technology Solutions
List of Figures
FIG 1 Methodology for the research
FIG 2 Recent strategies and developments: Avery Dennison Corporation