Image Recognition in CPG Market by Component (Hardware, Solutions & Services), Application (Inventory Analysis, Product and Shelf Monitoring Analysis & Gauging Emotions), Deployment Mode, End User (Online & Offline), and Region - Global Forecast to 2025
“Need for efficient and profitable retail execution processes with adherence to compliance standards expected to drive the growth of the image recognition in CPG market”
The global image recognition in CPGmarket size is expected to grow from an estimated value of USD 1.4billion in 2020to USD 3.7 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 21.7 % from 2020 to 2025.The image recognition in CPGindustryis driven by various factors, such asIncreased in the need for efficient and profitable retail execution processes with adherence to compliance standards and technological advancements to boost the adoption of image recognition in CPG market across the globe during the forecast period.However, High installation cost of image recognition services can hinder the growth.
Servicessegmentto grow at a higher CAGR during the forecast period
Services for the image recognition in CPG market include implementation, deployment, product upgrades, maintenance, and consulting. Increase in the adoption of image recognition software has led to the growth of such services, which help CPG companies to increase overall revenue and enhance performance. Vendors in the image recognition in CPG market sometimes provide services via channel partners; these partners can help strengthen the geographical reach of solution vendors and improve the cost-effectiveness of their software. The growing demand for rich media is expected to drive companies, such as LTU Technologies, and Catchoom, to offer integrated training services, professional services, and support and maintenance services
Hardwaresegment to account for a higher market shareduring the forecast period
This segment includes image sensors integrated with cameras. Hardware is an integral part of image recognition technology in the CPG market. Many companies like IBM and Qualcomm provide their company made sensors which help detect products, shelf life and even trends. For instance, Qualcomm offers the Vision Intelligence 400 platform that is built with powerful image processing and ML for smart camera products; it performs face detection, face recognition, product classification, and license plate recognition.
Asia Pacific togrow at the highest rate during the forecast period
The image recognition in CPG market in Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. North America accounts for the highest share in the image recognition in CPG market in 2020. The factors supplementing this growth are the region’s stable economy, early adoption of technologies, and the presence of major image recognition in CPG vendors, such as IBM, AWS, Google, and Microsoft.
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 CPGmarket.
The study includes an in-depth competitive analysis of the key players in the image recognition in CPGmarket, with their company profiles, recent developments, and key market strategies.
Research coverage
The market study covers the image recognition in CPGmarketsize across segments. It aims at estimating the market size and growth potential of this market across different segments:component, application, deployment, end user type 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 CPGmarket 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.
The global image recognition in CPGmarket size is expected to grow from an estimated value of USD 1.4billion in 2020to USD 3.7 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 21.7 % from 2020 to 2025.The image recognition in CPGindustryis driven by various factors, such asIncreased in the need for efficient and profitable retail execution processes with adherence to compliance standards and technological advancements to boost the adoption of image recognition in CPG market across the globe during the forecast period.However, High installation cost of image recognition services can hinder the growth.
Servicessegmentto grow at a higher CAGR during the forecast period
Services for the image recognition in CPG market include implementation, deployment, product upgrades, maintenance, and consulting. Increase in the adoption of image recognition software has led to the growth of such services, which help CPG companies to increase overall revenue and enhance performance. Vendors in the image recognition in CPG market sometimes provide services via channel partners; these partners can help strengthen the geographical reach of solution vendors and improve the cost-effectiveness of their software. The growing demand for rich media is expected to drive companies, such as LTU Technologies, and Catchoom, to offer integrated training services, professional services, and support and maintenance services
Hardwaresegment to account for a higher market shareduring the forecast period
This segment includes image sensors integrated with cameras. Hardware is an integral part of image recognition technology in the CPG market. Many companies like IBM and Qualcomm provide their company made sensors which help detect products, shelf life and even trends. For instance, Qualcomm offers the Vision Intelligence 400 platform that is built with powerful image processing and ML for smart camera products; it performs face detection, face recognition, product classification, and license plate recognition.
Asia Pacific togrow at the highest rate during the forecast period
The image recognition in CPG market in Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. North America accounts for the highest share in the image recognition in CPG market in 2020. The factors supplementing this growth are the region’s stable economy, early adoption of technologies, and the presence of major image recognition in CPG vendors, such as IBM, AWS, Google, and Microsoft.
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 CPGmarket.
- By company type: Tier 1:23%, Tier 2:27%, and Tier 3:50%
- By designation: C-level:48%, Directors:31%, and Others:21%
- By region: North America: 26%, Europe: 28%, APAC:30%, MEA:10% and Latin America: 6%
The study includes an in-depth competitive analysis of the key players in the image recognition in CPGmarket, with their company profiles, recent developments, and key market strategies.
Research coverage
The market study covers the image recognition in CPGmarketsize across segments. It aims at estimating the market size and growth potential of this market across different segments:component, application, deployment, end user type 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 CPGmarket 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.
1 INTRODUCTION
1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: 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
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 6 IMAGE RECOGNITION IN CPG MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.2 MARKET BREAKUP AND DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE FROM THE SOLUTIONS/SERVICES OF VENDORS
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM HARDWARE, SOLUTIONS, AND SERVICES
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3, TOP DOWN (DEMAND SIDE): SHARE OF IMAGE RECOGNITION IN CPG IN THE OVERALL
IT MARKET
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 COMPETITIVE LEADERSHIP MAPPING METHODOLOGY
FIGURE 10 COMPETITIVE LEADERSHIP MAPPING MATRIX: CRITERIA WEIGHTAGE
2.6 STARTUP/SME COMPETITIVE LEADERSHIP MAPPING METHODOLOGY
FIGURE 11 STARTUP/SME COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE
2.7 ASSUMPTIONS FOR THE STUDY
2.8 LIMITATIONS OF THE STUDY
3 EXECUTIVE SUMMARY
FIGURE 12 GLOBAL IMAGE RECOGNITION IN CPG MARKET TO WITNESS HIGH GROWTH DURING FORECAST PERIOD
FIGURE 13 LEADING SEGMENTS IN IMAGE RECOGNITION IN CPG MARKET IN 2020
FIGURE 14 IMAGE RECOGNITION IN CPG MARKET: REGIONAL SNAPSHOT
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES IN IMAGE RECOGNITION IN CPG MARKET
FIGURE 15 INCREASING TECHNOLOGICAL DEVELOPMENTS TO BOOST ADOPTION OF IMAGE RECOGNITION SOLUTIONS AMONG RETAILERS
4.2 IMAGE RECOGNITION IN CPG MARKET, BY END USER AND DEPLOYMENT MODE
FIGURE 16 OFFLINE SEGMENT AND ON-PREMISE SEGMENT TO HOLD HIGH MARKET SHARES IN 2020
4.3 IMAGE RECOGNITION IN CPG MARKET, BY REGION
FIGURE 17 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.4 IMAGE RECOGNITION IN CPG MARKET: INVESTMENT SCENARIO
FIGURE 18 EUROPE AND ASIA PACIFIC TO EMERGE AS BEST MARKETS FOR INVESTMENTS OVER THE NEXT FIVE YEARS
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMAGE RECOGNITION IN THE CPG MARKET
5.2.1 DRIVERS
5.2.1.1 Need for efficient and profitable retail execution processes with adherence to compliance standards
5.2.1.2 Technological advancements to boost demand for image recognition among CPG companies
5.2.2 RESTRAINTS
5.2.2.1 High installation cost of image recognition services
5.2.3 OPPORTUNITIES
5.2.3.1 Integration of AI with image recognition solutions in the CPG industry to improve store performance
5.2.3.2 Accelerating demand for cloud-powered image recognition solutions to aid CPG representatives in smooth retail execution
5.2.4 CHALLENGES
5.2.4.1 CPG manufacturers and retailers dependency on traditional auditing methods
5.3 COVID-19 DRIVEN MARKET DYNAMICS
5.3.1 DRIVERS AND OPPORTUNITIES
5.3.2 RESTRAINTS AND CHALLENGES
5.3.3 CUMULATIVE GROWTH ANALYSIS
TABLE 3 COVID-19 IMPACT: IMAGE RECOGNITION IN CPG MARKET
5.4 VALUE CHAIN
FIGURE 20 VALUE CHAIN OF IMAGE RECOGNITION IN CPG MARKET
5.5 ECOSYSTEM: IMAGE RECOGNITION IN CPG
5.6 AVERAGE SELLING PRICE/PRICING MODEL OF IMAGE RECOGNITION IN CPG PLAYERS
5.7 TECHNOLOGY ANALYSIS
5.7.1 CODE RECOGNITION
5.7.2 DIGITAL IMAGE PROCESSING
5.7.3 OBJECT RECOGNITION
5.8 USE CASES
5.8.1 USE CASE: PLANORAMA
5.8.2 USE CASE: SNAP2INSIGHT
5.8.3 USE CASE: INFRRD
5.8.4 USE CASE: VISPERA
5.8.5 USE CASE: TRAX
6 COVID-19 IMPACT ON IMAGE RECOGNITION IN CPG MARKET
7 IMAGE RECOGNITION IN CPG MARKET, BY COMPONENT
7.1 INTRODUCTION
7.1.1 COMPONENT: IMAGE RECOGNITION IN CPG MARKET DRIVERS
7.1.2 COMPONENT: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES AND DEVELOPMENTS
FIGURE 21 SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 4 IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 5 IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
7.2 HARDWARE
TABLE 6 HARDWARE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 7 HARDWARE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
7.3 SOLUTIONS
TABLE 8 SOLUTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 9 SOLUTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
7.4 SERVICES
TABLE 10 SERVICES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 11 SERVICES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8 IMAGE RECOGNITION IN CPG MARKET, BY APPLICATION
8.1 INTRODUCTION
FIGURE 22 GAUGING EMOTIONS SEGMENT WILL REGISTER HIGHEST GROWTH IN FORECAST PERIOD
8.1.1 APPLICATION: IMAGE RECOGNITION IN CPG MARKET DRIVERS
8.1.2 APPLICATION: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES
AND DEVELOPMENTS
TABLE 12 IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 13 IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
8.2 INVENTORY ANALYSIS
TABLE 14 INVENTORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 15 INVENTORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3 PRODUCT AND SHELF MONITORING ANALYSIS
TABLE 16 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 17 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
TABLE 18 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 19 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
8.3.1 AUDITING PRODUCT PLACEMENT
TABLE 20 AUDITING PRODUCT PLACEMENT: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 21 AUDITING PRODUCT PLACEMENT: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3.2 PRODUCT PLACEMENT TREND ANALYSIS
TABLE 22 PRODUCT PLACEMENT TREND ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 23 PRODUCT PLACEMENT TREND ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3.3 ASSESSING COMPLIANCE AND COMPETITION
TABLE 24 ASSESSING COMPLIANCE AND COMPETITION: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 25 ASSESSING COMPLIANCE AND COMPETITION: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3.4 CATEGORY ANALYSIS
TABLE 26 CATEGORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 27 CATEGORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.4 GAUGING EMOTIONS
TABLE 28 GAUGING EMOTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 29 GAUGING EMOTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
9 IMAGE RECOGNITION IN CPG MARKET, BY DEPLOYMENT MODE
9.1 INTRODUCTION
FIGURE 23 CLOUD SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
9.1.1 DEPLOYMENT TYPE: IMAGE RECOGNITION IN CPG MARKET DRIVERS
9.1.2 DEPLOYMENT TYPE: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES
AND DEVELOPMENTS
TABLE 30 IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 31 IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
9.2 CLOUD
TABLE 32 CLOUD: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 33 CLOUD: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
9.3 ON-PREMISE
TABLE 34 ON-PREMISE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 35 ON-PREMISE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
10 IMAGE RECOGNITION IN CPG MARKET, BY END USER
10.1 INTRODUCTION
10.1.1 END USER: IMAGE RECOGNITION IN CPG MARKET DRIVERS
10.1.2 END USER: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES AND DEVELOPMENTS
FIGURE 24 ONLINE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 36 IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 37 IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
10.2 ONLINE
TABLE 38 ONLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 39 ONLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
10.3 OFFLINE
TABLE 40 OFFLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 41 OFFLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11 IMAGE RECOGNITION IN CPG MARKET, BY REGION
11.1 INTRODUCTION
11.1.1 REGULATORY IMPLICATIONS
11.1.1.1 General Data Protection Regulation (GDPR)
11.1.1.2 Federal Information Security Management Act (FISMA)
11.1.1.3 National Commission on Informatics and Liberty (CNIL)
FIGURE 25 ASIA PACIFIC EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 42 IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 43 IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: COVID-19 IMPACT
11.2.2 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.2.3 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENTS
FIGURE 26 NORTH AMERICA MARKET SNAPSHOT
TABLE 44 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 45 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 46 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 47 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 48 NORTH AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 49 NORTH AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 50 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 51 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 52 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 53 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 54 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 55 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.2.4 UNITED STATES
TABLE 56 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 57 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 58 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 59 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 60 UNITED STATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 61 UNITED STATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 62 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 63 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 64 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 65 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.2.5 CANADA
TABLE 66 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 67 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 68 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 69 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 70 CANADA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 71 CANADA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 72 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 73 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 74 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 75 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.3 EUROPE
11.3.1 EUROPE: COVID-19 IMPACT
11.3.2 EUROPE: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.3.3 EUROPE: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES
AND DEVELOPMENT
TABLE 76 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 77 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 78 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 79 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 80 EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 81 EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 82 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 83 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 84 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 85 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 86 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 87 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.3.4 UNITED KINGDOM
TABLE 88 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 89 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 90 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 91 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 92 UNITED KINGDOM: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 93 UNITED KINGDOM: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 94 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 95 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 96 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 97 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.3.5 GERMANY
TABLE 98 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 99 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 100 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 101 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 102 GERMANY: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 103 GERMANY: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 104 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 105 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 106 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 107 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.3.6 REST OF EUROPE
TABLE 108 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 109 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 110 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 111 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 112 REST OF EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 113 REST OF EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 114 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 115 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 116 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 117 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: COVID-19 IMPACT
11.4.2 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.4.3 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENT
FIGURE 27 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 118 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 119 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 120 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 121 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 122 ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 123 ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 124 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 125 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 126 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 127 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 128 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 129 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.4.4 CHINA
TABLE 130 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 131 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 132 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 133 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 134 CHINA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 135 CHINA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 136 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 137 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 138 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 139 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.4.5 JAPAN
TABLE 140 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 141 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 142 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 143 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 144 JAPAN: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 145 JAPAN: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 146 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 147 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 148 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 149 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.4.6 REST OF ASIA PACIFIC
TABLE 150 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 151 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 152 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 153 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 154 REST OF ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 155 REST OF ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 156 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 157 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 158 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 159 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.5 MIDDLE EAST AND AFRICA
11.5.1 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
11.5.2 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.5.3 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENT
TABLE 160 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 161 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 162 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 163 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 164 MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 165 MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 166 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 167 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 168 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 169 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 170 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 171 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.5.4 KINGDOM OF SAUDI ARABIA
TABLE 172 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 173 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 174 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 175 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 176 KINGDOM OF SAUDI ARABIA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 177 KINGDOM OF SAUDI ARABIA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 178 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 179 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 180 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 181 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.5.5 UNITED ARAB EMIRATES
TABLE 182 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 183 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 184 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 185 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 186 UNITED ARAB EMIRATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 187 UNITED ARAB EMIRATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 188 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 189 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 190 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 191 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.5.6 REST OF MIDDLE EAST AND AFRICA
TABLE 192 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 193 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 194 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 195 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 196 REST OF MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 197 REST OF MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 198 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 199 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 200 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 201 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: COVID-19 IMPACT
11.6.2 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS
TABLE 202 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 203 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 204 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 205 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 206 LATIN AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 207 LATIN AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 208 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 209 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 210 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 211 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 212 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 213 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.6.3 BRAZIL
11.6.4 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 INTRODUCTION
12.2 MARKET EVALUATION FRAMEWORK
FIGURE 28 MARKET EVALUATION FRAMEWORK, IMAGE RECOGNITION IN CPG FRAMEWORK
12.3 REVENUE ANALYSIS OF LEADING PLAYERS
FIGURE 29 IMAGE RECOGNITION IN CPG, REVENUE ANALYSIS
12.4 HISTORICAL REVENUE ANALYSIS
FIGURE 30 REVENUE ANALYSIS OF TOP 5 MARKET PLAYERS
12.5 RANKING OF KEY PLAYERS IN THE IMAGE RECOGNITION IN CPG MARKET, 2020
13 COMPANY EVALUATION MATRIX AND COMPANY PROFILES
13.1 COMPANY EVALUATION MATRIX
13.1.1 COMPETITIVE EVALUATION MATRIX DEFINITIONS AND METHODOLOGY
TABLE 214 EVALUATION CRITERIA
13.1.2 STAR
13.1.3 PERVASIVE
13.1.4 EMERGING LEADERS
13.1.5 PARTICIPANT
FIGURE 31 IMAGE RECOGNITION IN CPG MARKET (GLOBAL), COMPETITIVE EVALUATION MATRIX, 2020
13.2 COMPANY PROFILES
(Business overview, Solutions and hardware offered, Recent developments, SWOT analysis, COVID-19 related strategies & MnM View)*
13.2.1 IBM
FIGURE 32 IBM: COMPANY SNAPSHOT
FIGURE 33 IBM: SWOT ANALYSIS
13.2.2 GOOGLE
FIGURE 34 GOOGLE: COMPANY SNAPSHOT
FIGURE 35 GOOGLE: SWOT ANALYSIS
13.2.3 QUALCOMM
FIGURE 36 QUALCOMM: COMPANY SNAPSHOT
FIGURE 37 QUALCOMM: SWOT ANALYSIS
13.2.4 MICROSOFT
FIGURE 38 MICROSOFT: COMPANY SNAPSHOT
FIGURE 39 MICROSOFT: SWOT ANALYSIS
13.2.5 AWS
FIGURE 40 AWS: COMPANY SNAPSHOT
FIGURE 41 AWS: SWOT ANALYSIS
13.2.6 TRAX
13.2.7 CATCHOOM
13.2.8 SLYCE
13.2.9 LTU TECH
13.2.10 IMAGGA
13.2.11 VISPERA
13.2.12 BLIPPAR
13.2.13 RICOH INNOVATIONS
13.2.14 CLARIFAI
13.2.15 DEEPOMATIC
13.2.16 WIKITUDE
13.2.17 HUAWEI
13.2.18 HONEYWELL
13.2.19 TOSHIBA
13.2.20 ORACLE
*Details on Business overview, Solutions and hardware offered, Recent developments, SWOT analysis, COVID-19 related strategies & MnM View might not be captured in case of unlisted companies.
13.3 RIGHT TO WIN
13.4 STARTUP/SME EVALUATION MATRIX, 2020
13.4.1 PROGRESSIVE
13.4.2 RESPONSIVE
13.4.3 DYNAMIC
13.4.4 STARTING BLOCKS
FIGURE 42 IMAGE RECOGNITION IN CPG MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2020
13.5 STARTUP/SME PROFILES
13.5.1 INTELLIGENCE RETAIL
13.5.2 SNAP2INSIGHT
13.5.3 PARALLELDOTS
13.5.4 SHELFWISE
13.5.5 TRIGO
13.5.6 STANDARD COGNITION
13.5.7 INFFRD
13.5.8 UNISPECTRAL LTD.
13.5.9 AIRY3D
14 ADJACENT/RELATED MARKETS
14.1 INTRODUCTION
14.2 IMAGE RECOGNITION IN RETAIL MARKET
14.2.1 MARKET DEFINITION
TABLE 215 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
TABLE 216 VISUAL PRODUCT SEARCH: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 217 SECURITY AND SURVEILLANCE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 218 VISION ANALYTICS: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 219 MARKETING AND ADVERTISING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 220 OTHER APPLICATIONS: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
14.3 IOT IN RETAIL MARKET
14.3.1 MARKET DEFINITION
TABLE 221 IOT IN RETAIL MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
TABLE 222 OPERATIONS MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 223 ASSET MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 224 CUSTOMER EXPERIENCE MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 225 ADVERTISING AND MARKETING: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
14.4 AI IN RETAIL MARKET
14.4.1 MARKET DEFINITION
TABLE 226 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION)
TABLE 227 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2015–2022 (USD MILLION)
TABLE 228 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2015–2022 (USD MILLION)
TABLE 229 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2015–2022 (USD MILLION)
TABLE 230 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2015–2022 (USD MILLION)
TABLE 231 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2015–2022 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: 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
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 6 IMAGE RECOGNITION IN CPG MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.2 MARKET BREAKUP AND DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE FROM THE SOLUTIONS/SERVICES OF VENDORS
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM HARDWARE, SOLUTIONS, AND SERVICES
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3, TOP DOWN (DEMAND SIDE): SHARE OF IMAGE RECOGNITION IN CPG IN THE OVERALL
IT MARKET
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 COMPETITIVE LEADERSHIP MAPPING METHODOLOGY
FIGURE 10 COMPETITIVE LEADERSHIP MAPPING MATRIX: CRITERIA WEIGHTAGE
2.6 STARTUP/SME COMPETITIVE LEADERSHIP MAPPING METHODOLOGY
FIGURE 11 STARTUP/SME COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE
2.7 ASSUMPTIONS FOR THE STUDY
2.8 LIMITATIONS OF THE STUDY
3 EXECUTIVE SUMMARY
FIGURE 12 GLOBAL IMAGE RECOGNITION IN CPG MARKET TO WITNESS HIGH GROWTH DURING FORECAST PERIOD
FIGURE 13 LEADING SEGMENTS IN IMAGE RECOGNITION IN CPG MARKET IN 2020
FIGURE 14 IMAGE RECOGNITION IN CPG MARKET: REGIONAL SNAPSHOT
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES IN IMAGE RECOGNITION IN CPG MARKET
FIGURE 15 INCREASING TECHNOLOGICAL DEVELOPMENTS TO BOOST ADOPTION OF IMAGE RECOGNITION SOLUTIONS AMONG RETAILERS
4.2 IMAGE RECOGNITION IN CPG MARKET, BY END USER AND DEPLOYMENT MODE
FIGURE 16 OFFLINE SEGMENT AND ON-PREMISE SEGMENT TO HOLD HIGH MARKET SHARES IN 2020
4.3 IMAGE RECOGNITION IN CPG MARKET, BY REGION
FIGURE 17 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.4 IMAGE RECOGNITION IN CPG MARKET: INVESTMENT SCENARIO
FIGURE 18 EUROPE AND ASIA PACIFIC TO EMERGE AS BEST MARKETS FOR INVESTMENTS OVER THE NEXT FIVE YEARS
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMAGE RECOGNITION IN THE CPG MARKET
5.2.1 DRIVERS
5.2.1.1 Need for efficient and profitable retail execution processes with adherence to compliance standards
5.2.1.2 Technological advancements to boost demand for image recognition among CPG companies
5.2.2 RESTRAINTS
5.2.2.1 High installation cost of image recognition services
5.2.3 OPPORTUNITIES
5.2.3.1 Integration of AI with image recognition solutions in the CPG industry to improve store performance
5.2.3.2 Accelerating demand for cloud-powered image recognition solutions to aid CPG representatives in smooth retail execution
5.2.4 CHALLENGES
5.2.4.1 CPG manufacturers and retailers dependency on traditional auditing methods
5.3 COVID-19 DRIVEN MARKET DYNAMICS
5.3.1 DRIVERS AND OPPORTUNITIES
5.3.2 RESTRAINTS AND CHALLENGES
5.3.3 CUMULATIVE GROWTH ANALYSIS
TABLE 3 COVID-19 IMPACT: IMAGE RECOGNITION IN CPG MARKET
5.4 VALUE CHAIN
FIGURE 20 VALUE CHAIN OF IMAGE RECOGNITION IN CPG MARKET
5.5 ECOSYSTEM: IMAGE RECOGNITION IN CPG
5.6 AVERAGE SELLING PRICE/PRICING MODEL OF IMAGE RECOGNITION IN CPG PLAYERS
5.7 TECHNOLOGY ANALYSIS
5.7.1 CODE RECOGNITION
5.7.2 DIGITAL IMAGE PROCESSING
5.7.3 OBJECT RECOGNITION
5.8 USE CASES
5.8.1 USE CASE: PLANORAMA
5.8.2 USE CASE: SNAP2INSIGHT
5.8.3 USE CASE: INFRRD
5.8.4 USE CASE: VISPERA
5.8.5 USE CASE: TRAX
6 COVID-19 IMPACT ON IMAGE RECOGNITION IN CPG MARKET
7 IMAGE RECOGNITION IN CPG MARKET, BY COMPONENT
7.1 INTRODUCTION
7.1.1 COMPONENT: IMAGE RECOGNITION IN CPG MARKET DRIVERS
7.1.2 COMPONENT: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES AND DEVELOPMENTS
FIGURE 21 SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 4 IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 5 IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
7.2 HARDWARE
TABLE 6 HARDWARE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 7 HARDWARE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
7.3 SOLUTIONS
TABLE 8 SOLUTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 9 SOLUTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
7.4 SERVICES
TABLE 10 SERVICES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 11 SERVICES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8 IMAGE RECOGNITION IN CPG MARKET, BY APPLICATION
8.1 INTRODUCTION
FIGURE 22 GAUGING EMOTIONS SEGMENT WILL REGISTER HIGHEST GROWTH IN FORECAST PERIOD
8.1.1 APPLICATION: IMAGE RECOGNITION IN CPG MARKET DRIVERS
8.1.2 APPLICATION: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES
AND DEVELOPMENTS
TABLE 12 IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 13 IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
8.2 INVENTORY ANALYSIS
TABLE 14 INVENTORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 15 INVENTORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3 PRODUCT AND SHELF MONITORING ANALYSIS
TABLE 16 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 17 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
TABLE 18 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 19 PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
8.3.1 AUDITING PRODUCT PLACEMENT
TABLE 20 AUDITING PRODUCT PLACEMENT: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 21 AUDITING PRODUCT PLACEMENT: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3.2 PRODUCT PLACEMENT TREND ANALYSIS
TABLE 22 PRODUCT PLACEMENT TREND ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 23 PRODUCT PLACEMENT TREND ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3.3 ASSESSING COMPLIANCE AND COMPETITION
TABLE 24 ASSESSING COMPLIANCE AND COMPETITION: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 25 ASSESSING COMPLIANCE AND COMPETITION: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3.4 CATEGORY ANALYSIS
TABLE 26 CATEGORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 27 CATEGORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.4 GAUGING EMOTIONS
TABLE 28 GAUGING EMOTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 29 GAUGING EMOTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
9 IMAGE RECOGNITION IN CPG MARKET, BY DEPLOYMENT MODE
9.1 INTRODUCTION
FIGURE 23 CLOUD SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
9.1.1 DEPLOYMENT TYPE: IMAGE RECOGNITION IN CPG MARKET DRIVERS
9.1.2 DEPLOYMENT TYPE: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES
AND DEVELOPMENTS
TABLE 30 IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 31 IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
9.2 CLOUD
TABLE 32 CLOUD: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 33 CLOUD: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
9.3 ON-PREMISE
TABLE 34 ON-PREMISE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 35 ON-PREMISE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
10 IMAGE RECOGNITION IN CPG MARKET, BY END USER
10.1 INTRODUCTION
10.1.1 END USER: IMAGE RECOGNITION IN CPG MARKET DRIVERS
10.1.2 END USER: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES AND DEVELOPMENTS
FIGURE 24 ONLINE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 36 IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 37 IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
10.2 ONLINE
TABLE 38 ONLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 39 ONLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
10.3 OFFLINE
TABLE 40 OFFLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 41 OFFLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11 IMAGE RECOGNITION IN CPG MARKET, BY REGION
11.1 INTRODUCTION
11.1.1 REGULATORY IMPLICATIONS
11.1.1.1 General Data Protection Regulation (GDPR)
11.1.1.2 Federal Information Security Management Act (FISMA)
11.1.1.3 National Commission on Informatics and Liberty (CNIL)
FIGURE 25 ASIA PACIFIC EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 42 IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 43 IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: COVID-19 IMPACT
11.2.2 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.2.3 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENTS
FIGURE 26 NORTH AMERICA MARKET SNAPSHOT
TABLE 44 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 45 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 46 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 47 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 48 NORTH AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 49 NORTH AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 50 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 51 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 52 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 53 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 54 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 55 NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.2.4 UNITED STATES
TABLE 56 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 57 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 58 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 59 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 60 UNITED STATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 61 UNITED STATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 62 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 63 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 64 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 65 UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.2.5 CANADA
TABLE 66 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 67 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 68 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 69 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 70 CANADA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 71 CANADA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 72 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 73 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 74 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 75 CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.3 EUROPE
11.3.1 EUROPE: COVID-19 IMPACT
11.3.2 EUROPE: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.3.3 EUROPE: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES
AND DEVELOPMENT
TABLE 76 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 77 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 78 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 79 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 80 EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 81 EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 82 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 83 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 84 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 85 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 86 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 87 EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.3.4 UNITED KINGDOM
TABLE 88 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 89 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 90 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 91 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 92 UNITED KINGDOM: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 93 UNITED KINGDOM: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 94 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 95 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 96 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 97 UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.3.5 GERMANY
TABLE 98 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 99 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 100 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 101 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 102 GERMANY: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 103 GERMANY: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 104 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 105 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 106 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 107 GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.3.6 REST OF EUROPE
TABLE 108 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 109 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 110 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 111 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 112 REST OF EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 113 REST OF EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 114 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 115 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 116 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 117 REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: COVID-19 IMPACT
11.4.2 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.4.3 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENT
FIGURE 27 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 118 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 119 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 120 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 121 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 122 ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 123 ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 124 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 125 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 126 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 127 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 128 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 129 ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.4.4 CHINA
TABLE 130 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 131 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 132 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 133 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 134 CHINA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 135 CHINA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 136 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 137 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 138 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 139 CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.4.5 JAPAN
TABLE 140 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 141 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 142 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 143 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 144 JAPAN: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 145 JAPAN: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 146 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 147 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 148 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 149 JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.4.6 REST OF ASIA PACIFIC
TABLE 150 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 151 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 152 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 153 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 154 REST OF ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 155 REST OF ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 156 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 157 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 158 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 159 REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.5 MIDDLE EAST AND AFRICA
11.5.1 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
11.5.2 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS
11.5.3 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENT
TABLE 160 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 161 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 162 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 163 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 164 MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 165 MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 166 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 167 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 168 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 169 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 170 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 171 MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.5.4 KINGDOM OF SAUDI ARABIA
TABLE 172 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 173 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 174 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 175 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 176 KINGDOM OF SAUDI ARABIA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 177 KINGDOM OF SAUDI ARABIA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 178 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 179 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 180 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 181 KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.5.5 UNITED ARAB EMIRATES
TABLE 182 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 183 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 184 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 185 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 186 UNITED ARAB EMIRATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 187 UNITED ARAB EMIRATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 188 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 189 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 190 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 191 UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.5.6 REST OF MIDDLE EAST AND AFRICA
TABLE 192 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 193 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 194 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 195 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 196 REST OF MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 197 REST OF MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 198 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 199 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 200 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 201 REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: COVID-19 IMPACT
11.6.2 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS
TABLE 202 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 203 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 204 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 205 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 206 LATIN AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 207 LATIN AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 208 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 209 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 210 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)
TABLE 211 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)
TABLE 212 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 213 LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
11.6.3 BRAZIL
11.6.4 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 INTRODUCTION
12.2 MARKET EVALUATION FRAMEWORK
FIGURE 28 MARKET EVALUATION FRAMEWORK, IMAGE RECOGNITION IN CPG FRAMEWORK
12.3 REVENUE ANALYSIS OF LEADING PLAYERS
FIGURE 29 IMAGE RECOGNITION IN CPG, REVENUE ANALYSIS
12.4 HISTORICAL REVENUE ANALYSIS
FIGURE 30 REVENUE ANALYSIS OF TOP 5 MARKET PLAYERS
12.5 RANKING OF KEY PLAYERS IN THE IMAGE RECOGNITION IN CPG MARKET, 2020
13 COMPANY EVALUATION MATRIX AND COMPANY PROFILES
13.1 COMPANY EVALUATION MATRIX
13.1.1 COMPETITIVE EVALUATION MATRIX DEFINITIONS AND METHODOLOGY
TABLE 214 EVALUATION CRITERIA
13.1.2 STAR
13.1.3 PERVASIVE
13.1.4 EMERGING LEADERS
13.1.5 PARTICIPANT
FIGURE 31 IMAGE RECOGNITION IN CPG MARKET (GLOBAL), COMPETITIVE EVALUATION MATRIX, 2020
13.2 COMPANY PROFILES
(Business overview, Solutions and hardware offered, Recent developments, SWOT analysis, COVID-19 related strategies & MnM View)*
13.2.1 IBM
FIGURE 32 IBM: COMPANY SNAPSHOT
FIGURE 33 IBM: SWOT ANALYSIS
13.2.2 GOOGLE
FIGURE 34 GOOGLE: COMPANY SNAPSHOT
FIGURE 35 GOOGLE: SWOT ANALYSIS
13.2.3 QUALCOMM
FIGURE 36 QUALCOMM: COMPANY SNAPSHOT
FIGURE 37 QUALCOMM: SWOT ANALYSIS
13.2.4 MICROSOFT
FIGURE 38 MICROSOFT: COMPANY SNAPSHOT
FIGURE 39 MICROSOFT: SWOT ANALYSIS
13.2.5 AWS
FIGURE 40 AWS: COMPANY SNAPSHOT
FIGURE 41 AWS: SWOT ANALYSIS
13.2.6 TRAX
13.2.7 CATCHOOM
13.2.8 SLYCE
13.2.9 LTU TECH
13.2.10 IMAGGA
13.2.11 VISPERA
13.2.12 BLIPPAR
13.2.13 RICOH INNOVATIONS
13.2.14 CLARIFAI
13.2.15 DEEPOMATIC
13.2.16 WIKITUDE
13.2.17 HUAWEI
13.2.18 HONEYWELL
13.2.19 TOSHIBA
13.2.20 ORACLE
*Details on Business overview, Solutions and hardware offered, Recent developments, SWOT analysis, COVID-19 related strategies & MnM View might not be captured in case of unlisted companies.
13.3 RIGHT TO WIN
13.4 STARTUP/SME EVALUATION MATRIX, 2020
13.4.1 PROGRESSIVE
13.4.2 RESPONSIVE
13.4.3 DYNAMIC
13.4.4 STARTING BLOCKS
FIGURE 42 IMAGE RECOGNITION IN CPG MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2020
13.5 STARTUP/SME PROFILES
13.5.1 INTELLIGENCE RETAIL
13.5.2 SNAP2INSIGHT
13.5.3 PARALLELDOTS
13.5.4 SHELFWISE
13.5.5 TRIGO
13.5.6 STANDARD COGNITION
13.5.7 INFFRD
13.5.8 UNISPECTRAL LTD.
13.5.9 AIRY3D
14 ADJACENT/RELATED MARKETS
14.1 INTRODUCTION
14.2 IMAGE RECOGNITION IN RETAIL MARKET
14.2.1 MARKET DEFINITION
TABLE 215 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
TABLE 216 VISUAL PRODUCT SEARCH: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 217 SECURITY AND SURVEILLANCE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 218 VISION ANALYTICS: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 219 MARKETING AND ADVERTISING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 220 OTHER APPLICATIONS: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
14.3 IOT IN RETAIL MARKET
14.3.1 MARKET DEFINITION
TABLE 221 IOT IN RETAIL MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
TABLE 222 OPERATIONS MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 223 ASSET MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 224 CUSTOMER EXPERIENCE MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 225 ADVERTISING AND MARKETING: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
14.4 AI IN RETAIL MARKET
14.4.1 MARKET DEFINITION
TABLE 226 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION)
TABLE 227 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2015–2022 (USD MILLION)
TABLE 228 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2015–2022 (USD MILLION)
TABLE 229 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2015–2022 (USD MILLION)
TABLE 230 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2015–2022 (USD MILLION)
TABLE 231 ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2015–2022 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
