Need to increase on-shelf availability, enhance customer experience, and maximize RoI expected to drive the growth of the image recognition in the retail market
The image recognition in the retail industry is driven by various factors, such as rising technological developments increases the adoption of image recognition solutions among retailers and growing need to increase on-shelf availability, enhance customer experience, and maximize RoI. However, high risk related to customer data thefts can hinder the growth of the market.
The recent COVID-19 pandemic is expected to impact the global retail industry. The prime impact of COVID-19 observed on the image recognition in the retail market is a reduction in in-store shoppers, resulting in a reduction in retail sales. Image recognition in retail includes technologies to improve the in-store experiences of customers. Since the disease is spreading enormously, shoppers are avoiding crowded places and are not gathering at public places such as malls and stores. This has adversely affected the sales rate of the retail sector due to the shutting down of stores and malls in the pandemic period resulting in hefty losses to owners.
Services segment to grow at a higher CAGR during the forecast period
Services form an integral part of the image recognition in retail software lifecycle; they include implementation, deployment, product upgrades, maintenance, and consulting. The services segment has been classified into professional and managed services. With the increasing adoption of the image recognition in retail software solutions, the need for these services is expected to increase, as they help companies reduce costs, increase the overall revenue, and enhance the overall performance of employees and organizations alike. Services help companies build successful customer relationships by continuously supporting them throughout their business tenure. Image recognition in retail vendors sometimes provides services via channel partners that can help strengthen the geographical reach of solution vendors and the cost-effectiveness of their software. Moreover, the growing demand for rich media is expected to drive companies, such as NEC Corporation, LTU, and Catchoom to offer integrated training services, professional services, and support and maintenance services.
Software segment to account for a higher market share during the forecast period
API combines technologies, automates several processes, and categorizes them to search through a large image collection or databases. API servers analyze images from the existing database and retrieve image features, such as image type, class, and colors, and image metadata, such as tags. It further allows users to store information and images in the database to maintain and organize their collections more effectively. The key task of the image processing software is to extract data from the available database and produce the required output. Advanced algorithms have also been developed to accurately identify objects in images and videos without the need for human calibration. Analytical solutions extract intelligent real-time videos via surveillance cameras.
The Asia Pacific to grow at the highest rate during the forecast period
Image recognition in the retail market in the Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. In the APAC region, there is a tremendous demand for image recognition in retail software and services. China, India, Japan, Australia and New Zealand (ANZ), and Singapore have emerged as undisputed leaders in the image recognition in the retail industry.
In-depth interviews were conducted with Chief Executive Officers (CEOs), marketing directors, other innovation and technology directors, and executives from various key organizations operating in the image recognition in the retail market.
- By company type: Tier 1:38%, Tier 2:42%, and Tier 3: 20%
- By designation: C-level:32%, Directors:36%, and Others: 32%
- By region: North America: 35%, Europe: 27%, APAC:23%, and RoW:15%
Major vendors offering image recognition in retail solutions across the globe are Google (US), Microsoft (US), AWS (US), IBM (US), Trax (Singapore), NEC Corporation (Japan), Qualcomm (US), Slyce (US), Catchoom (Spain), Intelligence Retail (US), Imagga (Bulgaria), Vispera (Turkey), Snap2Insight (US), ParallelDots (US), Clarifai (US), Deepomatic (France), Blippar (UK), Ricoh Innovations (US), LTU (France), ShelfWise (Poland), Trigo (Israel), Wikitude (Austria), Standard Cognition (US), Huawei (China), Honeywell (US), and Zippin (US).
The study includes an in-depth competitive analysis of the key players in image recognition in the retail market, with their company profiles, recent developments, and key market strategies.
Research coverage
The market study covers image recognition in the retail market size across segments. It aims at estimating the market size and growth potential of this market across different segments: technology, component, application, deployment type, vertical, and region. The study also includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key benefits of buying the report
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall image recognition in the retail market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
Table of Contents
1 Introduction
1.1 Introduction to COVID-19
1.2 COVID-19 Health Assessment
Figure 1 COVID-19: the Global Propagation
Figure 2 COVID-19 Propagation: Select Countries
1.3 COVID-19 Economic Assessment
Figure 3 Revised Gross Domestic Product Forecasts for Select G20 Countries in 2020
1.3.1 COVID-19 Economic Impact - Scenario Assessment
Figure 4 Criteria Impacting the Global Economy
Figure 5 Scenarios in Terms of Recovery of the Global Economy
1.4 Objectives of the Study
1.5 Market Definition
1.5.1 Inclusions and Exclusions
1.6 Market Scope
1.6.1 Market Segmentation
Figure 6 Image Recognition in Retail Market: Market Segmentation
Figure 7 Market: Regions Covered
1.6.2 Years Considered for the Study
1.7 Currency Considered
Table 1 United States Dollar Exchange Rate, 2017–2019
1.8 Stakeholders
2 Research Methodology
2.1 Research Data
Figure 8 Image Recognition in Retail Market: Research Design
2.1.1 Secondary Data
2.1.2 Primary Data
2.1.2.1 Breakup of Primary Profiles
2.1.2.2 Key Industry Insights
2.2 Market Breakup and Data Triangulation
2.3 Market Size Estimation
Figure 9 Market: Top-Down and Bottom-Up Approaches
2.3.1 Top-Down Approach
2.3.2 Bottom-Up Approach
Figure 10 Image Recognition in Retail Market: Research Methodology
Figure 11 Market Size Estimation Methodology: Illustrative Example of Amazon Web Services
2.4 Market Forecast
Table 2 Factor Analysis
2.5 Assumptions for the Study
2.6 Limitations of the Study
3 Executive Summary
Table 3 Global Image Recognition in Retail Market Size, 2018–2025 (USD Million)
Figure 12 Segments with High Market Shares in the Market in 2020
Figure 13 North America to Account for the Highest Market Share in 2020
4 Premium Insights
4.1 Attractive Opportunities in the Image Recognition in Retail Market
Figure 14 Increasing Technological Developments to Boost the Adoption of Image Recognition Solutions Among Retailers
4.2 North America: Market, by Component and Country, 2020
Figure 15 Software Segment and United States to Account for Higher Market Shares in 2020
4.3 Market, by Deployment Type, 2020–2025
Figure 16 Cloud Deployment Type to Grow at a Higher Growth Rate during the Forecast Period
4.4 Market, by Component, 2020–2025
Figure 17 Services Segment to Grow at a Higher Growth Rate during the Forecast Period
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
Figure 18 Image Recognition in Retail Market: Drivers, Restraints, Opportunities, and Challenges
5.2.1 Drivers
5.2.1.1 Increasing Technological Developments to Boost the Adoption of Image Recognition Solutions Among Retailers
5.2.1.2 need to Increase On-Shelf Availability, Enhance Customer Experience, and Maximize Roi
Figure 19 Market: Drivers and their Impact
5.2.2 Restraints
5.2.2.1 High Risk Related to Customer Data Thefts
5.2.2.2 High Cost of Image Recognition Services
Figure 20 Market: Restraints and their Impact
5.2.3 Opportunities
5.2.3.1 Increasing need to Make Informed Decisions Among Retailers
5.2.3.2 Growing Adoption of Cloud-Based Image Recognition Solutions
5.2.3.3 Rising Demand for Brand Recognition Among End Users
Figure 21 Market: Opportunities and their Impact
5.2.4 Challenges
5.2.4.1 Low Resolution Image Size and Storage Issues
5.2.4.2 Growing Instances of Shoplifting
Figure 22 Market: Challenges and their Impact
5.3 Adjacent Markets
Table 4 Adjacent Markets to Market
5.4 Use Cases
5.4.1 Use Case 1: Paralleldots
5.4.2 Use Case 2: Trax
5.4.3 Use Case 3: Vispera
6 Image Recognition in Retail Market, by Technology
6.1 Introduction
6.1.1 Technology: COVID-19 Impact
Figure 23 Digital Image Processing Segment to Grow at the Highest CAGR during the Forecast Period
Table 5 Market Size, by Technology, 2018–2025 (USD Million)
6.2 Code Recognition
Table 6 Code Recognition: Market Size, by Region, 2018–2025 (USD Million)
6.3 Digital Image Processing
Table 7 Digital Image Processing: Market Size, by Region, 2018–2025 (USD Million)
6.4 Facial Recognition
Table 8 Facial Recognition: Market Size, by Region, 2018–2025 (USD Million)
6.5 Object Recognition
Table 9 Object Recognition: Market Size, by Region, 2018–2025 (USD Million)
6.6 Other Technologies
Table 10 Other Technologies: Market Size, by Region, 2018–2025 (USD Million)
7 Image Recognition in Retail Market, by Component
7.1 Introduction
7.1.1 Component: COVID-19 Impact
Figure 24 Services Segment to Grow at a Higher CAGR during the Forecast Period
Table 11 Market Size, by Component, 2018–2025 (USD Million)
7.2 Software
Table 12 Software: Market Size, by Region, 2018–2025 (USD Million)
7.3 Services
Table 13 Services: Market Size, by Region, 2018–2025 (USD Million)
Figure 25 Managed Services Segment to Grow at a Higher CAGR during the Forecast Period
Table 14 Services: Market Size, by Type, 2018–2025 (USD Million)
7.3.1 Professional Services
Table 15 Professional Services: Market Size, by Region, 2018–2025 (USD Million)
7.3.2 Managed Services
Table 16 Managed Services: Market Size, by Region, 2018–2025 (USD Million)
8 Image Recognition in Retail Market, by Application
8.1 Introduction
8.1.1 Application: COVID-19 Impact
Figure 26 Vision Analytics Segment to Grow at the Highest CAGR during the Forecast Period
Table 17 Market Size, by Application, 2018–2025 (USD Million)
8.2 Visual Product Search
Table 18 Visual Product Search: Market Size, by Region, 2018–2025 (USD Million)
8.3 Security and Surveillance
Table 19 Security and Surveillance: Market Size, by Region, 2018–2025 (USD Million)
8.4 Vision Analytics
Table 20 Vision Analytics: Market Size, by Region, 2018–2025 (USD Million)
8.5 Marketing and Advertising
Table 21 Marketing and Advertising: Market Size, by Region, 2018–2025 (USD Million)
8.6 Other Applications
Table 22 Other Applications: Market Size, by Region, 2018–2025 (USD Million)
9 Image Recognition in Retail Market, by Deployment Type
9.1 Introduction
9.1.1 Deployment Type: COVID-19 Impact
Figure 27 Cloud Segment to Grow at a Higher CAGR during the Forecast Period
Table 23 Market Size, by Deployment Type, 2018–2025 (USD Million)
9.2 On-Premises
Table 24 On-Premises: Market Size, by Region, 2018–2025 (USD Million)
9.3 Cloud
Table 25 Cloud: Market Size, by Region, 2018–2025 (USD Million)
10 Image Recognition in Retail Market, by Region
10.1 Introduction
Figure 28 Asia Pacific to Grow at the Highest CAGR during the Forecast Period
Table 26 Market Size, by Region, 2018–2025 (USD Million)
10.2 North America
10.2.1 North America: COVID-19 Impact
Figure 29 North America: Market Snapshot
Table 27 North America: Market Size, by Technology, 2018–2025 (USD Million)
Table 28 North America: Market Size, by Component, 2018–2025 (USD Million)
Table 29 North America: Market Size, by Service, 2018–2025 (USD Million)
Table 30 North America: Market Size, by Application, 2018–2025 (USD Million)
Table 31 North America: Market Size, by Deployment Type, 2018–2025 (USD Million)
Table 32 North America: Image Recognition in Retail Market Size, by Country, 2018–2025 (USD Million)
Table 33 North America: Code Recognition Market Size, by Country, 2018–2025 (USD Million)
Table 34 North America: Digital Image Processing Market Size, by Country, 2018–2025 (USD Million)
Table 35 North America: Facial Recognition Market Size, by Country, 2018–2025 (USD Million)
Table 36 North America: Object Recognition Market Size, by Country, 2018–2025 (USD Million)
Table 37 North America: Other Technologies Market Size, by Country, 2018–2025 (USD Million)
Table 38 North America: Software Market Size, by Country, 2018–2025 (USD Million)
Table 39 North America: Services Market Size, by Country, 2018–2025 (USD Million)
Table 40 North America: Professional Services Market Size, by Country, 2018–2025 (USD Million)
Table 41 North America: Managed Services Market Size, by Country, 2018–2025 (USD Million)
Table 42 North America: Visual Product Search Market Size, by Country, 2018–2025 (USD Million)
Table 43 North America: Security Surveillance Market Size, by Country, 2018–2025 (USD Million)
Table 44 North America: Vision Analytics Market Size, by Country, 2018–2025 (USD Million)
Table 45 North America: Marketing and Advertising Market Size, by Country, 2018–2025 (USD Million)
Table 46 North America: Other Applications Market Size, by Country, 2018–2025 (USD Million)
Table 47 North America: On-Premises Market Size, by Country, 2018–2025 (USD Million)
Table 48 North America: Cloud Market Size, by Country, 2018–2025 (USD Million)
10.2.2 United States
Table 49 United States: Image Recognition in Retail Market Size, by Technology, 2018–2025 (USD Million)
Table 50 United States: Market Size, by Component, 2018–2025 (USD Million)
Table 51 United States: Market Size, by Service, 2018–2025 (USD Million)
Table 52 United States: Market Size, by Application, 2018–2025 (USD Million)
Table 53 United States: Market Size, by Deployment Type, 2018–2025 (USD Million)
10.2.3 Canada
Table 54 Canada: Market Size, by Technology, 2018–2025 (USD Million)
Table 55 Canada: Market Size, by Component, 2018–2025 (USD Million)
Table 56 Canada: Market Size, by Service, 2018–2025 (USD Million)
Table 57 Canada: Market Size, by Application, 2018–2025 (USD Million)
Table 58 Canada: Image Recognition in Retail Market Size, by Deployment Type, 2018–2025 (USD Million)
10.3 Europe
10.3.1 Europe: COVID-19 Impact
Table 59 Europe: Market Size, by Technology, 2018–2025 (USD Million)
Table 60 Europe: Market Size, by Component, 2018–2025 (USD Million)
Table 61 Europe: Market Size, by Service, 2018–2025 (USD Million)
Table 62 Europe: Market Size, by Application, 2018–2025 (USD Million)
Table 63 Europe: Market Size, by Deployment Type, 2018–2025 (USD Million)
Table 64 Europe: Image Recognition in Retail Market Size, by Country, 2018–2025 (USD Million)
Table 65 Europe: Code Recognition Market Size, by Country, 2018–2025 (USD Million)
Table 66 Europe: Digital Image Processing Market Size, by Country, 2018–2025 (USD Million)
Table 67 Europe: Facial Recognition Market Size, by Country, 2018–2025 (USD Million)
Table 68 Europe: Object Recognition Market Size, by Country, 2018–2025 (USD Million)
Table 69 Europe: Other Technologies Market Size, by Country, 2018–2025 (USD Million)
Table 70 Europe: Software Market Size, by Country, 2018–2025 (USD Million)
Table 71 Europe: Services Market Size, by Country, 2018–2025 (USD Million)
Table 72 Europe: Professional Services Market Size, by Country, 2018–2025 (USD Million)
Table 73 Europe: Managed Services Market Size, by Country, 2018–2025 (USD Million)
Table 74 Europe: Visual Product Search Market Size, by Country, 2018–2025 (USD Million)
Table 75 Europe: Security Surveillance Market Size, by Country, 2018–2025 (USD Million)
Table 76 Europe: Vision Analytics Market Size, by Country, 2018–2025 (USD Million)
Table 77 Europe: Marketing and Advertising Market Size, by Country, 2018–2025 (USD Million)
Table 78 Europe: Other Applications Market Size, by Country, 2018–2025 (USD Million)
Table 79 Europe: On-Premises Market Size, by Country, 2018–2025 (USD Million)
Table 80 Europe: Cloud Market Size, by Country, 2018–2025 (USD Million)
10.3.2 United Kingdom
Table 81 United Kingdom: Image Recognition in Retail Market Size, by Technology, 2018–2025 (USD Million)
Table 82 United Kingdom: Market Size, by Component, 2018–2025 (USD Million)
Table 83 United Kingdom: Market Size, by Service, 2018–2025 (USD Million)
Table 84 United Kingdom: Market Size, by Application, 2018–2025 (USD Million)
Table 85 United Kingdom: Market Size, by Deployment Type, 2018–2025 (USD Million)
10.3.3 Germany
Table 86 Germany: Market Size, by Technology, 2018–2025 (USD Million)
Table 87 Germany: Market Size, by Component, 2018–2025 (USD Million)
Table 88 Germany: Market Size, by Service, 2018–2025 (USD Million)
Table 89 Germany: Market Size, by Application, 2018–2025 (USD Million)
Table 90 Germany: Image Recognition in Retail Market Size, by Deployment Type, 2018–2025 (USD Million)
10.3.4 Rest of Europe
Table 91 Rest of Europe: Market Size, by Technology, 2018–2025 (USD Million)
Table 92 Rest of Europe: Market Size, by Component, 2018–2025 (USD Million)
Table 93 Rest of Europe: Market Size, by Service, 2018–2025 (USD Million)
Table 94 Rest of Europe: Market Size, by Application, 2018–2025 (USD Million)
Table 95 Rest of Europe: Image Recognition in Retail Market Size, by Deployment Type, 2018–2025 (USD Million)
10.4 Asia Pacific
10.4.1 Asia Pacific: COVID-19 Impact
Figure 30 Asia Pacific: Market Snapshot
Table 96 Asia Pacific: Image Recognition in Retail Market Size, by Technology, 2018–2025 (USD Million)
Table 97 Asia Pacific: Market Size, by Component, 2018–2025 (USD Million)
Table 98 Asia Pacific: Market Size, by Service, 2018–2025 (USD Million)
Table 99 Asia Pacific: Market Size, by Application, 2018–2025 (USD Million)
Table 100 Asia Pacific: Market Size, by Deployment Type, 2018–2025 (USD Million)
Table 101 Asia Pacific: Market Size, by Country, 2018–2025 (USD Million)
10.4.2 China
10.4.3 India
10.4.4 Rest of Asia Pacific
10.5 Middle East and Africa
10.5.1 Middle East and Africa: COVID-19 Impact
Table 102 Middle East and Africa: Image Recognition in Retail Market Size, by Technology, 2018–2025 (USD Million)
Table 103 Middle East and Africa: Market Size, by Component, 2018–2025 (USD Million)
Table 104 Middle East and Africa: Market Size, by Service, 2018–2025 (USD Million)
Table 105 Middle East and Africa: Market Size, by Application, 2018–2025 (USD Million)
Table 106 Middle East and Africa: Market Size, by Deployment Type, 2018–2025 (USD Million)
Table 107 Middle East and Africa: Market Size, by Country, 2018–2025 (USD Million)
10.5.2 United Arab Emirates
10.5.3 Saudi Arabia
10.5.4 Rest of Middle East and Africa
10.6 Latin America
10.6.1 Latin America: COVID-19 Impact
Table 108 Latin America: Image Recognition in Retail Market Size, by Technology, 2018–2025 (USD Million)
Table 109 Latin America: Market Size, by Component, 2018–2025 (USD Million)
Table 110 Latin America: Market Size, by Service, 2018–2025 (USD Million)
Table 111 Latin America: Market Size, by Application, 2018–2025 (USD Million)
Table 112 Latin America: Market Size, by Deployment Type, 2018–2025 (USD Million)
Table 113 Latin America: Market Size, by Country, 2018–2025 (USD Million)
10.6.2 Brazil
10.6.3 Mexico
10.6.4 Rest of Latin America
11 Competitive Landscape
11.1 Introduction
Figure 31 Key Developments in the Image Recognition in Retail Market during 2017–2020
11.1.1 New Solution Launches/Solution Enhancements
Table 114 New Solution Launches/ Solution Enhancements, 2017–2019
11.1.2 Partnerships and Collaborations
Table 115 Partnerships and Collaborations, 2017–2019
11.1.3 Mergers and Acquisitions
Table 116 Mergers and Acquisitions, 2017–2020
11.2 Competitive Leadership Mapping
11.2.1 Visionary Leaders
11.2.2 Innovators
11.2.3 Dynamic Differentiators
11.2.4 Emerging Companies
Figure 32 Image Recognition in Retail (Global), Competitive Leadership Mapping, 2020
12 Company Profiles
12.1 Introduction
Figure 33 Geographic Revenue Mix of the Market Players
(Business Overview, Solutions Offered, Recent Developments, and SWOT Analysis)*
12.2 AWS
Figure 34 AWS: Company Snapshot
Figure 35 AWS: SWOT Analysis
12.3 IBM
Figure 36 IBM: Company Snapshot
Figure 37 IBM: SWOT Analysis
12.4 Google
Figure 38 Google: Company Snapshot
Figure 39 Google: SWOT Analysis
12.5 Microsoft
Figure 40 Microsoft: Company Snapshot
Figure 41 Microsoft: SWOT Analysis
12.6 Trax
Figure 42 Trax: SWOT Analysis
12.7 Nec Corporation
Figure 43 Nec Corporation: Company Snapshot
12.8 Qualcomm
Figure 44 Qualcomm: Company Snapshot
12.9 Catchoom
12.10 Slyce
12.11 Ltu
12.12 Intelligence Retail
12.13 Snap2Insight
12.14 Imagga
12.15 Paralleldots
12.16 Vispera
12.17 Blippar
12.18 Ricoh Innovations
12.19 Clarifai
12.20 Deepomatic
12.21 Shelfwise
12.22 Trigo
12.23 Wikitude
12.24 Huawei
12.25 Honeywell
12.26 Standard Cognition
12.27 Zippin
*Details on Business Overview, Solutions Offered, Recent Developments, and SWOT Analysis Might Not be Captured in Case of Unlisted Companies.
12.28 Right to Win
13 Appendix
13.1 Adjacent Markets
13.1.1 Introduction
Table 117 Adjacent Markets and Forecasts
13.1.2 Limitations
13.1.3 Image Recognition in Retail Ecosystem and Adjacent Markets
13.1.4 Image Recognition in Retail Adjacent Market – Ai in Retail Market
Table 118 Artificial Intelligence in Retail Market Size, by Type, 2015–2022 (USD Million)
Table 119 Artificial Intelligence in Retail Market Size, by Technology, 2015–2022 (USD Million)
Table 120 Artificial Intelligence in Retail Market Size, by Solution, 2015–2022 (USD Million)
Table 121 Artificial Intelligence in Retail Market Size, by Service, 2015–2022 (USD Million)
Table 122 Artificial Intelligence in Retail Market Size, by Application, 2015–2022 (USD Million)
Table 123 Artificial Intelligence in Retail Market Size, by Region, 2015–2022 (USD Million)
13.1.5 Image Recognition in Retail Adjacent Market – IoT in Retail Market
Table 124 IoT in Retail Market Size, by Offering, 2018–2025 (USD Million)
Table 125 IoT in Retail Market Size, by Platform, 2018–2025 (USD Million)
Table 126 IoT in Retail Market Size, by Service, 2018–2025 (USD Million)
Table 127 IoT in Retail Market Size, by Professional Service, 2018–2025 (USD Million)
Table 128 IoT in Retail Market Size, by Application, 2018–2025 (USD Million)
Table 129 IoT in Retail Market Size, by Operations Management, 2018–2025 (USD Million)
Table 130 IoT in Retail Market Size, by Asset Management, 2018–2025 (USD Million)
Table 131 IoT in Retail Market Size, by Customer Experience Management, 2018–2025 (USD Million)
Table 132 IoT in Retail Market Size, by Advertising and Marketing, 2018–2025 (USD Million)
Table 133 IoT in Retail Market Size, by Region, 2018–2025 (USD Million)
13.1.6 Image Recognition in Retail Adjacent Market – Facial Recognition
Table 134 Facial Recognition Market Size, by Component, 2017–2024 (USD Million)
Table 135 Facial Recognition Market Size, by Software Tools, 2017–2024 (USD Million)
Table 136 Facial Recognition Market Size, by Service, 2017–2024 (USD Million)
Table 137 Facial Recognition Market Size, by Application Area, 2017–2024 (USD Million)
Table 138 Facial Recognition Market Size, by Vertical, 2017–2024 (USD Million)
Table 139 Facial Recognition Market Size, by Region, 2017–2024 (USD Million)
13.2 Discussion Guide
13.3 Knowledge Store: Subscription Portal
13.4 Available Customizations
13.5 Related Reports
13.6 Author Details
Companies Mentioned
- AWS
- Blippar
- Catchoom
- Clarifai
- Deepomatic
- Honeywell
- Huawei
- IBM
- Imagga
- Intelligence Retail
- LTU
- Microsoft
- Nec Corporation
- Paralleldots
- Qualcomm
- Ricoh Innovations
- Shelfwise
- Slyce
- Snap2Insight
- Standard Cognition
- Trax
- Trigo
- Vispera
- Wikitude
- Zippin
Methodology
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