1 INTRODUCTION 38
1.1 INTRODUCTION TO COVID-19 38
1.2 COVID-19 HEALTH ASSESSMENT 38
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION 38
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 39
1.3 COVID-19 ECONOMIC ASSESSMENT 40
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 40
1.3.1 COVID-19 ECONOMIC IMPACT?SCENARIO ASSESSMENT 40
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 41
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 42
1.4 OBJECTIVES OF THE STUDY 43
1.5 MARKET DEFINITION 43
1.5.1 INCLUSIONS AND EXCLUSIONS 44
1.6 MARKET SCOPE 44
1.6.1 MARKET SEGMENTATION 44
FIGURE 6 IMAGE RECOGNITION IN RETAIL MARKET: MARKET SEGMENTATION 44
FIGURE 7 IMAGE RECOGNITION IN RETAIL MARKET: REGIONS COVERED 45
1.6.2 YEARS CONSIDERED FOR THE STUDY 45
1.7 CURRENCY CONSIDERED 45
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2014–2019 46
1.8 STAKEHOLDERS 46

2 RESEARCH METHODOLOGY 47
2.1 RESEARCH DATA 47
FIGURE 8 IMAGE RECOGNITION IN RETAIL MARKET: RESEARCH DESIGN 47
2.1.1 SECONDARY DATA 48
2.1.2 PRIMARY DATA 48
2.1.2.1 Breakup of primary profiles 48
2.1.2.2 Key industry insights 49
2.2 MARKET BREAKUP AND DATA TRIANGULATION 50
2.3 MARKET SIZE ESTIMATION 50
FIGURE 9 IMAGE RECOGNITION IN RETAIL MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 51
2.3.1 TOP-DOWN APPROACH 51
2.3.2 BOTTOM-UP APPROACH 51
FIGURE 10 IMAGE RECOGNITION IN RETAIL MARKET: RESEARCH METHODOLOGY 52
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP (SUPPLY SIDE): ILLUSTRATIVE EXAMPLE OF AMAZON WEB SERVICES 52
_
2.4 MARKET FORECAST 53
TABLE 2 FACTOR ANALYSIS 53
2.5 ASSUMPTIONS FOR THE STUDY 54
2.6 LIMITATIONS OF THE STUDY 54

3 EXECUTIVE SUMMARY 55
TABLE 3 GLOBAL IMAGE RECOGNITION IN RETAIL MARKET SIZE,
2014–2019 (USD MILLION) 56
TABLE 4 POST- COVID-19: GLOBAL IMAGE RECOGNITION IN RETAIL MARKET SIZE, 2019–2025 (USD MILLION) 56
FIGURE 12 GLOBAL IMAGE RECOGNITION IN RETAIL MARKET TO WITNESS STEADY GROWTH DURING THE FORECAST PERIOD 56
FIGURE 13 SEGMENTS WITH HIGH MARKET SHARES IN THE IMAGE RECOGNITION IN RETAIL MARKET IN 2020 57
FIGURE 14 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST MARKET SHARE IN 2020 57

4 PREMIUM INSIGHTS 58
4.1 ATTRACTIVE OPPORTUNITIES IN THE IMAGE RECOGNITION IN RETAIL MARKET 58
FIGURE 15 INCREASING TECHNOLOGICAL DEVELOPMENTS TO BOOST THE ADOPTION OF IMAGE RECOGNITION SOLUTIONS AMONG RETAILERS 58
4.2 NORTH AMERICA: IMAGE RECOGNITION IN RETAIL MARKET, BY COMPONENT AND COUNTRY, 2020 58
FIGURE 16 SOFTWARE SEGMENT AND UNITED STATES TO ACCOUNT FOR HIGHER MARKET SHARES IN 2020 58
4.3 IMAGE RECOGNITION IN RETAIL MARKET, BY DEPLOYMENT TYPE, 2020–2025 59
FIGURE 17 CLOUD DEPLOYMENT TYPE TO GROW AT A HIGHER GROWTH RATE DURING THE FORECAST PERIOD 59
4.4 IMAGE RECOGNITION IN RETAIL MARKET, BY COMPONENT, 2020–2025 59
FIGURE 18 SERVICES SEGMENT TO GROW AT A HIGHER GROWTH RATE DURING THE FORECAST PERIOD 59

5 MARKET OVERVIEW 60
5.1 INTRODUCTION 60
5.2 MARKET DYNAMICS 60
FIGURE 19 IMAGE RECOGNITION IN RETAIL MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 60
5.2.1 DRIVERS 61
5.2.1.1 Increasing technological developments to boost the adoption of image recognition solutions among retailers 61
5.2.1.2 Need to increase on-shelf availability, enhance customer experience, and maximize RoI due to COVID-19 61
5.2.2 RESTRAINTS 62
5.2.2.1 High risk related to customer data thefts 62
5.2.2.2 High cost of image recognition services 62
_
5.2.3 OPPORTUNITIES 62
5.2.3.1 Increasing need to make informed decisions among retailers 62
5.2.3.2 Growing adoption of cloud-based image recognition solutions 63
5.2.3.3 Rising demand for brand recognition among end users 63
5.2.4 CHALLENGES 63
5.2.4.1 Low resolution image size and storage issues 63
5.2.4.2 Growing instances of shoplifting 64
5.3 COVID-19-DRIVEN MARKET DYNAMICS 64
5.3.1 IMAGE RECOGNITION IN RETAIL MARKET: DRIVERS AND THEIR IMPACT 64
5.3.2 IMAGE RECOGNITION IN RETAIL MARKET: RESTRAINTS AND THEIR IMPACT 64
5.3.3 IMAGE RECOGNITION IN RETAIL MARKET: OPPORTUNITIES AND THEIR IMPACT 65
5.3.4 IMAGE RECOGNITION IN RETAIL MARKET: CHALLENGES AND THEIR IMPACT 65
5.3.5 CUMULATIVE GROWTH ANALYSIS 65
5.4 ADJACENT MARKETS 66
TABLE 5 ADJACENT MARKETS TO IMAGE RECOGNITION IN RETAIL MARKET 66
5.5 USE CASES 66
5.5.1 USE CASE 1: PARALLELDOTS 66
5.5.2 USE CASE 2: TRAX 67
5.5.3 USE CASE 3: VISPERA 67

6 IMAGE RECOGNITION IN RETAIL MARKET, BY TECHNOLOGY 68
6.1 INTRODUCTION 69
6.1.1 TECHNOLOGY: COVID-19 IMPACT 69
FIGURE 20 IMAGE RECOGNITION IN RETAIL MARKET TO DECLINE CONSIDERABLY DURING 2019-2020 OWING TO THE COVID-19 PANDEMIC 69
FIGURE 21 DIGITAL IMAGE PROCESSING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 70
6.1.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2025 70
TABLE 6 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY TECHNOLOGY,
2014–2019 (USD MILLION) 70
TABLE 7 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY TECHNOLOGY,
2019–2025 (USD MILLION) 71
6.2 CODE RECOGNITION 71
6.2.1 CODE RECOGNITION: MARKET DRIVERS 71
6.2.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 72
TABLE 8 CODE RECOGNITION: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 72
TABLE 9 CODE RECOGNITION: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 72
6.2.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 73
TABLE 10 NORTH AMERICA: CODE RECOGNITION MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 73
TABLE 11 NORTH AMERICA: CODE RECOGNITION MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 73
6.2.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY,2014–2025 73
TABLE 12 EUROPE: CODE RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 73
TABLE 13 EUROPE: CODE RECOGNITION MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 74
6.3 DIGITAL IMAGE PROCESSING 74
6.3.1 DIGITAL IMAGE PROCESSING: MARKET DRIVERS 74
6.3.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 74
TABLE 14 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 74
TABLE 15 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 75
6.3.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 75
TABLE 16 NORTH AMERICA: DIGITAL IMAGE PROCESSING MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 75
TABLE 17 NORTH AMERICA: DIGITAL IMAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 75
6.3.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 76
TABLE 18 EUROPE: DIGITAL IMAGE PROCESSING MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 76
TABLE 19 EUROPE: DIGITAL IMAGE PROCESSING MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 76
6.4 FACIAL RECOGNITION 77
6.4.1 FACIAL RECOGNITION: MARKET DRIVERS 77
6.4.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 77
TABLE 20 FACIAL RECOGNITION: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 77
TABLE 21 FACIAL RECOGNITION: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 78
6.4.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 78
TABLE 22 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 78
TABLE 23 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 78
6.4.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY 2014–2025 79
TABLE 24 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 79
TABLE 25 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 79
6.5 OBJECT RECOGNITION 80
6.5.1 OBJECT RECOGNITION: MARKET DRIVERS 80
6.5.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 80
TABLE 26 OBJECT RECOGNITION: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 80
TABLE 27 OBJECT RECOGNITION: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 80
6.5.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY 2014–2025 81
TABLE 28 NORTH AMERICA: OBJECT RECOGNITION MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 81
TABLE 29 NORTH AMERICA: OBJECT RECOGNITION MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 81
6.5.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 82
TABLE 30 EUROPE: OBJECT RECOGNITION MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 82
TABLE 31 EUROPE: OBJECT RECOGNITION MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 82
6.6 OTHER TECHNOLOGIES 83
6.6.1 OTHER TECHNOLOGIES: MARKET DRIVERS 83
6.6.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 83
TABLE 32 OTHER TECHNOLOGIES: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 83
TABLE 33 OTHER TECHNOLOGIES: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 83
6.6.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 84
TABLE 34 NORTH AMERICA: OTHER TECHNOLOGIES MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 84
TABLE 35 NORTH AMERICA: OTHER TECHNOLOGIES MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 84
6.6.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 85
TABLE 36 EUROPE: OTHER TECHNOLOGIES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 85
TABLE 37 EUROPE: OTHER TECHNOLOGIES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 85

7 IMAGE RECOGNITION IN RETAIL MARKET, BY COMPONENT 86
7.1 INTRODUCTION 87
7.1.1 COMPONENT: COVID-19 IMPACT 87
FIGURE 22 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 87
7.1.2 MARKET ESTIMATES AND FORECASTS, BY COMPONENT, 2014–2025 88
TABLE 38 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 88
TABLE 39 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 88
7.2 SOFTWARE 88
7.2.1 SOFTWARE: MARKET DRIVERS 88
7.2.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 89
TABLE 40 SOFTWARE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 89
TABLE 41 SOFTWARE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 89
7.2.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 90
TABLE 42 NORTH AMERICA: SOFTWARE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 90
TABLE 43 NORTH AMERICA: SOFTWARE MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 90
7.2.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 90
TABLE 44 EUROPE: SOFTWARE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 90
TABLE 45 EUROPE: SOFTWARE MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 91
7.3 SERVICES 91
7.3.1 SERVICES: MARKET DRIVERS 91
7.3.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 92
TABLE 46 SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 92
TABLE 47 SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 92
7.3.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 93
TABLE 48 NORTH AMERICA: SERVICES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 93
TABLE 49 NORTH AMERICA: SERVICES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 93
7.3.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 93
TABLE 50 EUROPE: SERVICES MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 93
TABLE 51 EUROPE: SERVICES MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 94
FIGURE 23 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 94
7.3.5 MARKET ESTIMATES AND FORECASTS, BY TYPE, 2014–2025 94
TABLE 52 SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 94
TABLE 53 SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 95
7.3.6 PROFESSIONAL SERVICES 95
7.3.6.1 Professional services: Market drivers 95
7.3.6.2 Market estimates and forecasts, by region, 2014-2025 96
TABLE 54 PROFESSIONAL SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 96
TABLE 55 PROFESSIONAL SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 96
7.3.6.3 Market estimates and forecasts, by north American country,
2014–2025 97
TABLE 56 NORTH AMERICA: PROFESSIONAL SERVICES MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 97
TABLE 57 NORTH AMERICA: PROFESSIONAL SERVICES MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 97
7.3.6.4 Market estimates and forecasts, by European country, 2014–2025 97
TABLE 58 EUROPE: PROFESSIONAL SERVICES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 97
TABLE 59 EUROPE: PROFESSIONAL SERVICES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 98
7.3.7 MANAGED SERVICES 98
7.3.7.1 Managed services: Market drivers 98
7.3.7.2 Market estimates and forecasts, by region, 2014-2025 98
TABLE 60 MANAGED SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 98
TABLE 61 MANAGED SERVICES: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 99
7.3.7.3 Market estimates and forecasts, by north American country,
2014–2025 99
TABLE 62 NORTH AMERICA: MANAGED SERVICES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 99
TABLE 63 NORTH AMERICA: MANAGED SERVICES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 99
7.3.7.4 Market estimates and forecasts, by European country, 2014–2025 100
TABLE 64 EUROPE: MANAGED SERVICES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 100
TABLE 65 EUROPE: MANAGED SERVICES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 100

8 IMAGE RECOGNITION IN RETAIL MARKET, BY APPLICATION 101
8.1 INTRODUCTION 102
8.1.1 APPLICATION: COVID-19 IMPACT 102
FIGURE 24 VISION ANALYTICS SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 102
8.1.2 MARKET ESTIMATES AND FORECASTS, BY APPLICATION, 2014–2025 103
TABLE 66 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 103
TABLE 67 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 103
8.2 VISUAL PRODUCT SEARCH 104
8.2.1 VISUAL PRODUCT SEARCH: MARKET DRIVERS 104
8.2.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 104
TABLE 68 VISUAL PRODUCT SEARCH: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 104
TABLE 69 VISUAL PRODUCT SEARCH: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 105
8.2.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 105
TABLE 70 NORTH AMERICA: VISUAL PRODUCT SEARCH MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 105
TABLE 71 NORTH AMERICA: VISUAL PRODUCT SEARCH MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 105
8.2.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 106
TABLE 72 EUROPE: VISUAL PRODUCT SEARCH MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 106
TABLE 73 EUROPE: VISUAL PRODUCT SEARCH MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 106
8.3 SECURITY AND SURVEILLANCE 107
8.3.1 SECURITY AND SURVEILLANCE: MARKET DRIVERS 107
8.3.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 107
TABLE 74 SECURITY AND SURVEILLANCE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 107
TABLE 75 SECURITY AND SURVEILLANCE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 107
8.3.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 108
TABLE 76 NORTH AMERICA: SECURITY SURVEILLANCE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 108
TABLE 77 NORTH AMERICA: SECURITY SURVEILLANCE MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 108
8.3.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 109
TABLE 78 EUROPE: SECURITY SURVEILLANCE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 109
TABLE 79 EUROPE: SECURITY SURVEILLANCE MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 109
8.4 VISION ANALYTICS 110
8.4.1 VISION ANALYTICS: MARKET DRIVERS 110
8.4.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 110
TABLE 80 VISION ANALYTICS: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 110
TABLE 81 VISION ANALYTICS: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 110
8.4.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY,2014–2025 111
TABLE 82 NORTH AMERICA: VISION ANALYTICS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 111
TABLE 83 NORTH AMERICA: VISION ANALYTICS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 111
8.4.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 112
TABLE 84 EUROPE: VISION ANALYTICS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 112
TABLE 85 EUROPE: VISION ANALYTICS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 112
_
8.5 MARKETING AND ADVERTISING 113
8.5.1 MARKETING AND ADVERTISING: MARKET DRIVERS 113
8.5.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 113
TABLE 86 MARKETING AND ADVERTISING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 113
TABLE 87 MARKETING AND ADVERTISING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 113
8.5.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY,2014–2025 114
TABLE 88 NORTH AMERICA: MARKETING AND ADVERTISING MARKET SIZE,
BY COUNTRY, 2014–2019 (USD MILLION) 114
TABLE 89 NORTH AMERICA: MARKETING AND ADVERTISING MARKET SIZE,
BY COUNTRY, 2019–2025 (USD MILLION) 114
8.5.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 115
TABLE 90 EUROPE: MARKETING AND ADVERTISING MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 115
TABLE 91 EUROPE: MARKETING AND ADVERTISING MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 115
8.6 OTHER APPLICATIONS 116
8.6.1 OTHER APPLICATIONS: MARKET DRIVERS 116
8.6.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 116
TABLE 92 OTHER APPLICATIONS: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 116
TABLE 93 OTHER APPLICATIONS: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 117
8.6.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY,2014–2025 117
TABLE 94 NORTH AMERICA: OTHER APPLICATIONS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 117
TABLE 95 NORTH AMERICA: OTHER APPLICATIONS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 117
8.6.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 118
TABLE 96 EUROPE: OTHER APPLICATIONS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 118
TABLE 97 EUROPE: OTHER APPLICATIONS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 118

9 IMAGE RECOGNITION IN RETAIL MARKET, BY DEPLOYMENT TYPE 119
9.1 INTRODUCTION 120
9.1.1 DEPLOYMENT TYPE: COVID-19 IMPACT 120
FIGURE 25 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 120
9.1.2 MARKET ESTIMATES AND FORECASTS, BY DEPLOYMENT TYPE, 2014–2025 120
TABLE 98 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2014–2019 (USD MILLION) 120
TABLE 99 IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2019–2025 (USD MILLION) 121
9.2 ON-PREMISES 121
9.2.1 ON-PREMISES: MARKET DRIVERS 121
9.2.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 122
TABLE 100 ON-PREMISES: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 122
TABLE 101 ON-PREMISES: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 122
9.2.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 123
TABLE 102 NORTH AMERICA: ON-PREMISES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 123
TABLE 103 NORTH AMERICA: ON-PREMISES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 123
9.2.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 123
TABLE 104 EUROPE: ON-PREMISES MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 123
TABLE 105 EUROPE: ON-PREMISES MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 124
9.3 CLOUD 124
9.3.1 CLOUD: MARKET DRIVERS 124
9.3.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2025 125
TABLE 106 CLOUD: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 125
TABLE 107 CLOUD: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 125
9.3.3 MARKET ESTIMATES AND FORECASTS, BY NORTH AMERICAN COUNTRY, 2014–2025 126
TABLE 108 NORTH AMERICA: CLOUD MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 126
TABLE 109 NORTH AMERICA: CLOUD MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 126
9.3.4 MARKET ESTIMATES AND FORECASTS, BY EUROPEAN COUNTRY, 2014–2025 126
TABLE 110 EUROPE: CLOUD MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 126
TABLE 111 EUROPE: CLOUD MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 127