LAMEA Data Collection and Labeling Market By Data type (Text, Image/Video and Audio) By End User (BFSI & IT, Retail & Ecommerce, Healthcare, Government, Automotive and Others) By Country, Industry Analysis and Forecast, 2020 - 2026
The Latin America, Middle East and Africa Data Collection and Labeling Market would witness market growth of 31.5% CAGR during the forecast period (2020-2026).
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.
The advent of digital recording devices, particularly cameras built into smartphones, has resulted in an exponential increase in digital content volume in the form of images and videos. Different applications, websites, social networks, and other digital platforms collect and exchange a large amount of visual and digital content. Many businesses have leveraged this accessible online content to provide their customers with smarter and better services, using content labelling. For example, Scale AI, Inc., the U.S .- based tech startup, has provided its autonomous driving clients, including Waymo LLC; Lyft, Inc.; Zoox; and Toyota Research Institute, with useful data labeling services.
Data cleaning, however, appears to be a major problem for data labeling. Also, given the time, difficulty, and cost of designing machine learning models, many businesses do not have the resources that will deliver reasonable and reliable results. A number of businesses are therefore taking proactive steps to expand their business in the field of artificial intelligence-based data collection.
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 Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.
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
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.
The advent of digital recording devices, particularly cameras built into smartphones, has resulted in an exponential increase in digital content volume in the form of images and videos. Different applications, websites, social networks, and other digital platforms collect and exchange a large amount of visual and digital content. Many businesses have leveraged this accessible online content to provide their customers with smarter and better services, using content labelling. For example, Scale AI, Inc., the U.S .- based tech startup, has provided its autonomous driving clients, including Waymo LLC; Lyft, Inc.; Zoox; and Toyota Research Institute, with useful data labeling services.
Data cleaning, however, appears to be a major problem for data labeling. Also, given the time, difficulty, and cost of designing machine learning models, many businesses do not have the resources that will deliver reasonable and reliable results. A number of businesses are therefore taking proactive steps to expand their business in the field of artificial intelligence-based data collection.
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 Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.
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
- BFSI & IT
- Retail & Ecommerce
- Healthcare
- Government
- Automotive
- Others
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
- 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
- Exhaustive coverage
- Highest number of market tables and figures
- Subscription based model available
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- Assured post sales research support with 10% customization free
CHAPTER 1. MARKET SCOPE & METHODOLOGY
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Latin America, Middle East and Africa (LAMEA) Data Collection and Labeling Market, by Data Type
1.4.2 Latin America, Middle East and Africa (LAMEA) Data Collection and Labeling Market, by End User
1.4.3 Latin America, Middle East and Africa (LAMEA) 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. LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE
3.1 LAMEA Data Collection & Labeling Text Market by Country
3.2 LAMEA Data Collection & Labeling Image/Video Market by Country
3.3 LAMEA Data Collection & Labeling Audio Market by Country
CHAPTER 4. LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL
4.1 LAMEA BFSI & IT Data Collection & Labeling Market by Country
4.2 LAMEA Retail & Ecommerce Data Collection & Labeling Market by Country
4.3 LAMEA Healthcare Data Collection & Labeling Market by Country
4.4 LAMEA Government Data Collection & Labeling Market by Country
4.5 LAMEA Automotive Data Collection & Labeling Market by Country
4.6 LAMEA Others Data Collection & Labeling Market by Country
CHAPTER 5. LAMEA DATA COLLECTION & LABELING MARKET BY COUNTRY
5.1 Brazil Data Collection & Labeling Market
5.1.1 Brazil Data Collection & Labeling Market by Data Type
5.1.2 Brazil Data Collection & Labeling Market by Industry Vertical
5.2 Argentina Data Collection & Labeling Market
5.2.1 Argentina Data Collection & Labeling Market by Data Type
5.2.2 Argentina Data Collection & Labeling Market by Industry Vertical
5.3 UAE Data Collection & Labeling Market
5.3.1 UAE Data Collection & Labeling Market by Data Type
5.3.2 UAE Data Collection & Labeling Market by Industry Vertical
5.4 Saudi Arabia Data Collection & Labeling Market
5.4.1 Saudi Arabia Data Collection & Labeling Market by Data Type
5.4.2 Saudi Arabia Data Collection & Labeling Market by Industry Vertical
5.5 South Africa Data Collection & Labeling Market
5.5.1 South Africa Data Collection & Labeling Market by Data Type
5.5.2 South Africa Data Collection & Labeling Market by Industry Vertical
5.6 Nigeria Data Collection & Labeling Market
5.6.1 Nigeria Data Collection & Labeling Market by Data Type
5.6.2 Nigeria Data Collection & Labeling Market by Industry Vertical
5.7 Rest of LAMEA Data Collection & Labeling Market
5.7.1 Rest of LAMEA Data Collection & Labeling Market by Data Type
5.7.2 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
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Latin America, Middle East and Africa (LAMEA) Data Collection and Labeling Market, by Data Type
1.4.2 Latin America, Middle East and Africa (LAMEA) Data Collection and Labeling Market, by End User
1.4.3 Latin America, Middle East and Africa (LAMEA) 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. LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE
3.1 LAMEA Data Collection & Labeling Text Market by Country
3.2 LAMEA Data Collection & Labeling Image/Video Market by Country
3.3 LAMEA Data Collection & Labeling Audio Market by Country
CHAPTER 4. LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL
4.1 LAMEA BFSI & IT Data Collection & Labeling Market by Country
4.2 LAMEA Retail & Ecommerce Data Collection & Labeling Market by Country
4.3 LAMEA Healthcare Data Collection & Labeling Market by Country
4.4 LAMEA Government Data Collection & Labeling Market by Country
4.5 LAMEA Automotive Data Collection & Labeling Market by Country
4.6 LAMEA Others Data Collection & Labeling Market by Country
CHAPTER 5. LAMEA DATA COLLECTION & LABELING MARKET BY COUNTRY
5.1 Brazil Data Collection & Labeling Market
5.1.1 Brazil Data Collection & Labeling Market by Data Type
5.1.2 Brazil Data Collection & Labeling Market by Industry Vertical
5.2 Argentina Data Collection & Labeling Market
5.2.1 Argentina Data Collection & Labeling Market by Data Type
5.2.2 Argentina Data Collection & Labeling Market by Industry Vertical
5.3 UAE Data Collection & Labeling Market
5.3.1 UAE Data Collection & Labeling Market by Data Type
5.3.2 UAE Data Collection & Labeling Market by Industry Vertical
5.4 Saudi Arabia Data Collection & Labeling Market
5.4.1 Saudi Arabia Data Collection & Labeling Market by Data Type
5.4.2 Saudi Arabia Data Collection & Labeling Market by Industry Vertical
5.5 South Africa Data Collection & Labeling Market
5.5.1 South Africa Data Collection & Labeling Market by Data Type
5.5.2 South Africa Data Collection & Labeling Market by Industry Vertical
5.6 Nigeria Data Collection & Labeling Market
5.6.1 Nigeria Data Collection & Labeling Market by Data Type
5.6.2 Nigeria Data Collection & Labeling Market by Industry Vertical
5.7 Rest of LAMEA Data Collection & Labeling Market
5.7.1 Rest of LAMEA Data Collection & Labeling Market by Data Type
5.7.2 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
LIST OF TABLES
TABLE 1 LAMEA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 2 LAMEA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 3 LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 4 LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 5 LAMEA DATA COLLECTION & LABELING TEXT MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 6 LAMEA DATA COLLECTION & LABELING TEXT MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 7 LAMEA DATA COLLECTION & LABELING IMAGE/VIDEO MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 8 LAMEA DATA COLLECTION & LABELING IMAGE/VIDEO MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 9 LAMEA DATA COLLECTION & LABELING AUDIO MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 10 LAMEA DATA COLLECTION & LABELING AUDIO MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 11 LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 12 LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 13 LAMEA BFSI & IT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 14 LAMEA BFSI & IT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 15 LAMEA RETAIL & ECOMMERCE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 16 LAMEA RETAIL & ECOMMERCE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 17 LAMEA HEALTHCARE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 18 LAMEA HEALTHCARE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 19 LAMEA GOVERNMENT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 20 LAMEA GOVERNMENT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 21 LAMEA AUTOMOTIVE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 22 LAMEA AUTOMOTIVE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 23 LAMEA OTHERS DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 24 LAMEA OTHERS DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 25 LAMEA DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 26 LAMEA DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 27 BRAZIL DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 28 BRAZIL DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 29 BRAZIL DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 30 BRAZIL DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 31 BRAZIL DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 32 BRAZIL DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 33 ARGENTINA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 34 ARGENTINA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 35 ARGENTINA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 36 ARGENTINA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 37 ARGENTINA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 38 ARGENTINA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 39 UAE DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 40 UAE DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 41 UAE DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 42 UAE DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 43 UAE DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 44 UAE DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 45 SAUDI ARABIA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 46 SAUDI ARABIA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 47 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 48 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 49 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 50 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 51 SOUTH AFRICA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 52 SOUTH AFRICA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 53 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 54 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 55 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 56 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 57 NIGERIA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 58 NIGERIA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 59 NIGERIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 60 NIGERIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 61 NIGERIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 62 NIGERIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 63 REST OF LAMEA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 64 REST OF LAMEA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 65 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 66 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 67 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 68 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 69 KEY INFORMATION – AVERY DENNISON CORPORATION
TABLE 70 KEY INFORMATION – APPEN LIMITED
TABLE 71 KEY INFORMATION – REALITY ANALYTICS, INC.
TABLE 72 KEY INFORMATION – ALEGION, INC.
TABLE 73 KEY INFORMATION – LABELBOX, INC.
TABLE 74 KEY INFORMATION – SCALE AI, INC.
TABLE 75 KEY INFORMATION – PLAYMENT, INC.
TABLE 76 KEY INFORMATION – DOBILITY, INC.
TABLE 77 KEY INFORMATION – SUMMA LINGUAE TECHNOLOGIES S.A.
TABLE 78 KEY INFORMATION – GLOBAL TECHNOLOGY SOLUTIONS
TABLE 1 LAMEA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 2 LAMEA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 3 LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 4 LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 5 LAMEA DATA COLLECTION & LABELING TEXT MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 6 LAMEA DATA COLLECTION & LABELING TEXT MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 7 LAMEA DATA COLLECTION & LABELING IMAGE/VIDEO MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 8 LAMEA DATA COLLECTION & LABELING IMAGE/VIDEO MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 9 LAMEA DATA COLLECTION & LABELING AUDIO MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 10 LAMEA DATA COLLECTION & LABELING AUDIO MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 11 LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 12 LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 13 LAMEA BFSI & IT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 14 LAMEA BFSI & IT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 15 LAMEA RETAIL & ECOMMERCE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 16 LAMEA RETAIL & ECOMMERCE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 17 LAMEA HEALTHCARE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 18 LAMEA HEALTHCARE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 19 LAMEA GOVERNMENT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 20 LAMEA GOVERNMENT DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 21 LAMEA AUTOMOTIVE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 22 LAMEA AUTOMOTIVE DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 23 LAMEA OTHERS DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 24 LAMEA OTHERS DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 25 LAMEA DATA COLLECTION & LABELING MARKET BY COUNTRY, 2016 - 2019, USD MILLION
TABLE 26 LAMEA DATA COLLECTION & LABELING MARKET BY COUNTRY, 2020 - 2026, USD MILLION
TABLE 27 BRAZIL DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 28 BRAZIL DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 29 BRAZIL DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 30 BRAZIL DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 31 BRAZIL DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 32 BRAZIL DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 33 ARGENTINA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 34 ARGENTINA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 35 ARGENTINA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 36 ARGENTINA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 37 ARGENTINA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 38 ARGENTINA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 39 UAE DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 40 UAE DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 41 UAE DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 42 UAE DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 43 UAE DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 44 UAE DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 45 SAUDI ARABIA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 46 SAUDI ARABIA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 47 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 48 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 49 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 50 SAUDI ARABIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 51 SOUTH AFRICA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 52 SOUTH AFRICA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 53 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 54 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 55 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 56 SOUTH AFRICA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 57 NIGERIA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 58 NIGERIA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 59 NIGERIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 60 NIGERIA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 61 NIGERIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 62 NIGERIA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 63 REST OF LAMEA DATA COLLECTION & LABELING MARKET, 2016 - 2019, USD MILLION
TABLE 64 REST OF LAMEA DATA COLLECTION & LABELING MARKET, 2020 - 2026, USD MILLION
TABLE 65 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2016 - 2019, USD MILLION
TABLE 66 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY DATA TYPE, 2020 - 2026, USD MILLION
TABLE 67 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2016 - 2019, USD MILLION
TABLE 68 REST OF LAMEA DATA COLLECTION & LABELING MARKET BY INDUSTRY VERTICAL, 2020 - 2026, USD MILLION
TABLE 69 KEY INFORMATION – AVERY DENNISON CORPORATION
TABLE 70 KEY INFORMATION – APPEN LIMITED
TABLE 71 KEY INFORMATION – REALITY ANALYTICS, INC.
TABLE 72 KEY INFORMATION – ALEGION, INC.
TABLE 73 KEY INFORMATION – LABELBOX, INC.
TABLE 74 KEY INFORMATION – SCALE AI, INC.
TABLE 75 KEY INFORMATION – PLAYMENT, INC.
TABLE 76 KEY INFORMATION – DOBILITY, INC.
TABLE 77 KEY INFORMATION – SUMMA LINGUAE TECHNOLOGIES S.A.
TABLE 78 KEY INFORMATION – GLOBAL TECHNOLOGY SOLUTIONS
LIST OF FIGURES
FIG 1 METHODOLOGY FOR THE RESEARCH
FIG 2 RECENT STRATEGIES AND DEVELOPMENTS: AVERY DENNISON CORPORATION
FIG 1 METHODOLOGY FOR THE RESEARCH
FIG 2 RECENT STRATEGIES AND DEVELOPMENTS: AVERY DENNISON CORPORATION
