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Global Data Collection and Labeling Market By Data type, By End User, By Region, Industry Analysis and Forecast, 2020 - 2026

  • ID: 5026367
  • Report
  • April 2020
  • Region: Global
  • 163 pages
  • Marqual IT Solutions Pvt. Ltd (KBV Research)
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FEATURED COMPANIES

  • Alegion, Inc.
  • Appen Limited
  • Dobility, Inc.
  • Labelbox, Inc.
  • Playment, Inc.
  • Scale AI, Inc.
  • MORE
The Global Data Collection and Labeling Market size is expected to reach $3.5 billion by 2026, rising at a market growth of 28.4% CAGR during the forecast period. Social media monitoring is one of the most common applications for data collection, as the key factors in digital marketing are visual listening and visual analytics. The technology is also used extensively in security-related applications, such as data collection for facial recognition used by law enforcement agencies.

Many businesses are taking strategic steps by outsourcing data collection and labeling services to create strong machine-learning models. For example, Globalme Localization Inc., a U.S. - based data collection firm, provided Sonos Inc., a U.S .- based audio company with the dialect and accent audio processing. Through collecting accents and speech data across three continents, Sonos Inc. combined the digital home assistants with their wireless speakers. The integration helped to fine-tune the company's speech recognition systems to provide a better voice experience.

Data labeling is the manual solution for machine learning and AI applications data by humans. Labeling data is important because computers have endless shortcomings and some of them can't be overcome easily without human intervention. A machine can potentially be trained to do complex calculations and manage tasks that is expected to be too burdensome for humans to handle manually, but the same cannot tell the difference between a dog's and a car's picture in a photo without proper training. In short, machines use a dataset-based algorithm to understand what normally involves someone to supervise. It is called supervised machine learning loosely because computers require human guidance to be qualified to perform tasks that are difficult for robots, but obviously easy for people like image recognition. Hence, there is the need for a data labeler.

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 Regions, the market is segmented into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa.

The market research report covers the analysis 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 Study

Market Segmentation:

By Data Type
  • Text
  • Image/Video
  • Audio
By End User
  • BFSI & IT
  • Retail & Ecommerce
  • Healthcare
  • Government
  • Automotive
  • Others
By Geography

North America
  • US
  • Canada
  • Mexico
  • Rest of North America
Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA
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
Unique Offerings from the Publisher:
  • Exhaustive coverage
  • Highest number of market tables and figures
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Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • Alegion, Inc.
  • Appen Limited
  • Dobility, Inc.
  • Labelbox, Inc.
  • Playment, Inc.
  • Scale AI, Inc.
  • MORE
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Data Collection and Labeling Market, by Data Type
1.4.2 Global Data Collection and Labeling Market, by End User
1.4.3 Global Data Collection and Labeling Market, by Geography
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. Global Data Collection & Labeling Market by Data Type
3.1 Global Data Collection & Labeling Text Market by Region
3.2 Global Data Collection & Labeling Image/Video Market by Region
3.3 Global Data Collection & Labeling Audio Market by Region

Chapter 4. Global Data Collection & Labeling Market by Industry Vertical
4.1 Global BFSI & IT Data Collection & Labeling Market by Region
4.2 Global Retail & Ecommerce Data Collection & Labeling Market by Region
4.3 Global Healthcare Data Collection & Labeling Market by Region
4.4 Global Government Data Collection & Labeling Market by Region
4.5 Global Automotive Data Collection & Labeling Market by Region
4.6 Global Others Data Collection & Labeling Market by Region

Chapter 5. Global Data Collection & Labeling Market by Region
5.1 North America Data Collection & Labeling Market
5.1.1 North America Data Collection & Labeling Market by Data Type
5.1.1.1 North America Data Collection & Labeling Text Market by Country
5.1.1.2 North America Data Collection & Labeling Image/Video Market by Country
5.1.1.3 North America Data Collection & Labeling Audio Market by Country
5.1.2 North America Data Collection & Labeling Market by Industry Vertical
5.1.2.1 North America BFSI & IT Data Collection & Labeling Market by Country
5.1.2.2 North America Retail & Ecommerce Data Collection & Labeling Market by Country
5.1.2.3 North America Healthcare Data Collection & Labeling Market by Country
5.1.2.4 North America Government Data Collection & Labeling Market by Country
5.1.2.5 North America Automotive Data Collection & Labeling Market by Country
5.1.2.6 North America Others Data Collection & Labeling Market by Country
5.1.3 North America Data Collection & Labeling Market by Country
5.1.3.1 US Data Collection & Labeling Market
5.1.3.1.1 US Data Collection & Labeling Market by Data Type
5.1.3.1.2 US Data Collection & Labeling Market by Industry Vertical
5.1.3.2 Canada Data Collection & Labeling Market
5.1.3.2.1 Canada Data Collection & Labeling Market by Data Type
5.1.3.2.2 Canada Data Collection & Labeling Market by Industry Vertical
5.1.3.3 Mexico Data Collection & Labeling Market
5.1.3.3.1 Mexico Data Collection & Labeling Market by Data Type
5.1.3.3.2 Mexico Data Collection & Labeling Market by Industry Vertical
5.1.3.4 Rest of North America Data Collection & Labeling Market
5.1.3.4.1 Rest of North America Data Collection & Labeling Market by Data Type
5.1.3.4.2 Rest of North America Data Collection & Labeling Market by Industry Vertical
5.2 Europe Data Collection & Labeling Market
5.2.1 Europe Data Collection & Labeling Market by Data Type
5.2.1.1 Europe Data Collection & Labeling Text Market by Country
5.2.1.2 Europe Data Collection & Labeling Image/Video Market by Country
5.2.1.3 Europe Data Collection & Labeling Audio Market by Country
5.2.2 Europe Data Collection & Labeling Market by Industry Vertical
5.2.2.1 Europe BFSI & IT Data Collection & Labeling Market by Country
5.2.2.2 Europe Retail & Ecommerce Data Collection & Labeling Market by Country
5.2.2.3 Europe Healthcare Data Collection & Labeling Market by Country
5.2.2.4 Europe Government Data Collection & Labeling Market by Country
5.2.2.5 Europe Automotive Data Collection & Labeling Market by Country
5.2.2.6 Europe Others Data Collection & Labeling Market by Country
5.2.3 Europe Data Collection & Labeling Market by Country
5.2.3.1 Germany Data Collection & Labeling Market
5.2.3.1.1 Germany Data Collection & Labeling Market by Data Type
5.2.3.1.2 Germany Data Collection & Labeling Market by Industry Vertical
5.2.3.2 UK Data Collection & Labeling Market
5.2.3.2.1 UK Data Collection & Labeling Market by Data Type
5.2.3.2.2 UK Data Collection & Labeling Market by Industry Vertical
5.2.3.3 France Data Collection & Labeling Market
5.2.3.3.1 France Data Collection & Labeling Market by Data Type
5.2.3.3.2 France Data Collection & Labeling Market by Industry Vertical
5.2.3.4 Russia Data Collection & Labeling Market
5.2.3.4.1 Russia Data Collection & Labeling Market by Data Type
5.2.3.4.2 Russia Data Collection & Labeling Market by Industry Vertical
5.2.3.5 Spain Data Collection & Labeling Market
5.2.3.5.1 Spain Data Collection & Labeling Market by Data Type
5.2.3.5.2 Spain Data Collection & Labeling Market by Industry Vertical
5.2.3.6 Italy Data Collection & Labeling Market
5.2.3.6.1 Italy Data Collection & Labeling Market by Data Type
5.2.3.6.2 Italy Data Collection & Labeling Market by Industry Vertical
5.2.3.7 Rest of Europe Data Collection & Labeling Market
5.2.3.7.1 Rest of Europe Data Collection & Labeling Market by Data Type
5.2.3.7.2 Rest of Europe Data Collection & Labeling Market by Industry Vertical
5.3 Asia Pacific Data Collection & Labeling Market
5.3.1 Asia Pacific Data Collection & Labeling Market by Data Type
5.3.1.1 Asia Pacific Data Collection & Labeling Text Market by Country
5.3.1.2 Asia Pacific Data Collection & Labeling Image/Video Market by Country
5.3.1.3 Asia Pacific Data Collection & Labeling Audio Market by Country
5.3.2 Asia Pacific Data Collection & Labeling Market by Industry Vertical
5.3.2.1 Asia Pacific BFSI & IT Data Collection & Labeling Market by Country
5.3.2.2 Asia Pacific Retail & Ecommerce Data Collection & Labeling Market by Country
5.3.2.3 Asia Pacific Healthcare Data Collection & Labeling Market by Country
5.3.2.4 Asia Pacific Government Data Collection & Labeling Market by Country
5.3.2.5 Asia Pacific Automotive Data Collection & Labeling Market by Country
5.3.2.6 Asia Pacific Others Data Collection & Labeling Market by Country
5.3.3 Asia Pacific Data Collection & Labeling Market by Country
5.3.3.1 China Data Collection & Labeling Market
5.3.3.1.1 China Data Collection & Labeling Market by Data Type
5.3.3.1.2 China Data Collection & Labeling Market by Industry Vertical
5.3.3.2 Japan Data Collection & Labeling Market
5.3.3.2.1 Japan Data Collection & Labeling Market by Data Type
5.3.3.2.2 Japan Data Collection & Labeling Market by Industry Vertical
5.3.3.3 India Data Collection & Labeling Market
5.3.3.3.1 India Data Collection & Labeling Market by Data Type
5.3.3.3.2 India Data Collection & Labeling Market by Industry Vertical
5.3.3.4 South Korea Data Collection & Labeling Market
5.3.3.4.1 South Korea Data Collection & Labeling Market by Data Type
5.3.3.4.2 South Korea Data Collection & Labeling Market by Industry Vertical
5.3.3.5 Singapore Data Collection & Labeling Market
5.3.3.5.1 Singapore Data Collection & Labeling Market by Data Type
5.3.3.5.2 Singapore Data Collection & Labeling Market by Industry Vertical
5.3.3.6 Malaysia Data Collection & Labeling Market
5.3.3.6.1 Malaysia Data Collection & Labeling Market by Data Type
5.3.3.6.2 Malaysia Data Collection & Labeling Market by Industry Vertical
5.3.3.7 Rest of Asia Pacific Data Collection & Labeling Market
5.3.3.7.1 Rest of Asia Pacific Data Collection & Labeling Market by Data Type
5.3.3.7.2 Rest of Asia Pacific Data Collection & Labeling Market by Industry Vertical
5.4 LAMEA Data Collection & Labeling Market
5.4.1 LAMEA Data Collection & Labeling Market by Data Type
5.4.1.1 LAMEA Data Collection & Labeling Text Market by Country
5.4.1.2 LAMEA Data Collection & Labeling Image/Video Market by Country
5.4.1.3 LAMEA Data Collection & Labeling Audio Market by Country
5.4.2 LAMEA Data Collection & Labeling Market by Industry Vertical
5.4.2.1 LAMEA BFSI & IT Data Collection & Labeling Market by Country
5.4.2.2 LAMEA Retail & Ecommerce Data Collection & Labeling Market by Country
5.4.2.3 LAMEA Healthcare Data Collection & Labeling Market by Country
5.4.2.4 LAMEA Government Data Collection & Labeling Market by Country
5.4.2.5 LAMEA Automotive Data Collection & Labeling Market by Country
5.4.2.6 LAMEA Others Data Collection & Labeling Market by Country
5.4.3 LAMEA Data Collection & Labeling Market by Country
5.4.3.1 Brazil Data Collection & Labeling Market
5.4.3.1.1 Brazil Data Collection & Labeling Market by Data Type
5.4.3.1.2 Brazil Data Collection & Labeling Market by Industry Vertical
5.4.3.2 Argentina Data Collection & Labeling Market
5.4.3.2.1 Argentina Data Collection & Labeling Market by Data Type
5.4.3.2.2 Argentina Data Collection & Labeling Market by Industry Vertical
5.4.3.3 UAE Data Collection & Labeling Market
5.4.3.3.1 UAE Data Collection & Labeling Market by Data Type
5.4.3.3.2 UAE Data Collection & Labeling Market by Industry Vertical
5.4.3.4 Saudi Arabia Data Collection & Labeling Market
5.4.3.4.1 Saudi Arabia Data Collection & Labeling Market by Data Type
5.4.3.4.2 Saudi Arabia Data Collection & Labeling Market by Industry Vertical
5.4.3.5 South Africa Data Collection & Labeling Market
5.4.3.5.1 South Africa Data Collection & Labeling Market by Data Type
5.4.3.5.2 South Africa Data Collection & Labeling Market by Industry Vertical
5.4.3.6 Nigeria Data Collection & Labeling Market
5.4.3.6.1 Nigeria Data Collection & Labeling Market by Data Type
5.4.3.6.2 Nigeria Data Collection & Labeling Market by Industry Vertical
5.4.3.7 Rest of LAMEA Data Collection & Labeling Market
5.4.3.7.1 Rest of LAMEA Data Collection & Labeling Market by Data Type
5.4.3.7.2 Rest of LAMEA 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
Note: Product cover images may vary from those shown
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  • 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
Note: Product cover images may vary from those shown
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