Table of Content

1    INTRODUCTION    23
1.1    INTRODUCTION TO COVID-19    23
1.2    COVID-19 HEALTH ASSESSMENT    23
FIGURE 1    COVID-19: GLOBAL PROPAGATION    23
FIGURE 2    COVID-19 PROPAGATION: SELECT COUNTRIES    24
1.3    COVID-19 ECONOMIC ASSESSMENT    25
FIGURE 3    REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020    25
1.3.1    COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT    26
FIGURE 4    CRITERIA IMPACTING THE GLOBAL ECONOMY    26
FIGURE 5    SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY    27
1.4    OBJECTIVES OF THE STUDY    28
1.5    MARKET DEFINITION    29
1.5.1    INCLUSIONS AND EXCLUSIONS    29
1.6    MARKET SCOPE    30
1.6.1    MARKET SEGMENTATION    30
1.6.2    YEARS CONSIDERED FOR THE STUDY    30
1.7    CURRENCY CONSIDERED    31
TABLE 1    UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019    31
1.8    STAKEHOLDERS    31
2    RESEARCH METHODOLOGY    32
2.1    RESEARCH DATA    32
FIGURE 6    IMAGE RECOGNITION IN CPG MARKET: RESEARCH DESIGN    32
2.1.1    SECONDARY DATA    33
2.1.2    PRIMARY DATA    33
2.1.2.1    Breakup of primary profiles    33
2.2    MARKET BREAKUP AND DATA TRIANGULATION    34
2.3    MARKET SIZE ESTIMATION    35
FIGURE 7    MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE FROM THE SOLUTIONS/SERVICES OF VENDORS    35
FIGURE 8    MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM HARDWARE, SOLUTIONS,
AND SERVICES    35
FIGURE 9    MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3, TOP DOWN (DEMAND SIDE): SHARE OF IMAGE RECOGNITION IN CPG IN THE OVERALL
IT MARKET    36
2.4    MARKET FORECAST    37
TABLE 2    FACTOR ANALYSIS    37

2.5    COMPETITIVE LEADERSHIP MAPPING METHODOLOGY    38
FIGURE 10    COMPETITIVE LEADERSHIP MAPPING MATRIX: CRITERIA WEIGHTAGE    38
2.6    STARTUP/SME COMPETITIVE LEADERSHIP MAPPING METHODOLOGY    39
FIGURE 11    STARTUP/SME COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE    39
2.7    ASSUMPTIONS FOR THE STUDY    40
2.8    LIMITATIONS OF THE STUDY    41
3    EXECUTIVE SUMMARY    42
FIGURE 12    GLOBAL IMAGE RECOGNITION IN CPG MARKET TO WITNESS HIGH GROWTH DURING FORECAST PERIOD    43
FIGURE 13    LEADING SEGMENTS IN IMAGE RECOGNITION IN CPG MARKET IN 2020    43
FIGURE 14    IMAGE RECOGNITION IN CPG MARKET: REGIONAL SNAPSHOT    44
4    PREMIUM INSIGHTS    45
4.1    ATTRACTIVE OPPORTUNITIES IN IMAGE RECOGNITION IN CPG MARKET    45
FIGURE 15    INCREASING TECHNOLOGICAL DEVELOPMENTS TO BOOST ADOPTION OF IMAGE RECOGNITION SOLUTIONS AMONG RETAILERS    45
4.2    IMAGE RECOGNITION IN CPG MARKET, BY END USER AND DEPLOYMENT MODE    45
FIGURE 16    OFFLINE SEGMENT AND ON-PREMISE SEGMENT TO HOLD HIGH MARKET SHARES IN 2020    45
4.3    IMAGE RECOGNITION IN CPG MARKET, BY REGION    46
FIGURE 17    ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    46
4.4    IMAGE RECOGNITION IN CPG MARKET: INVESTMENT SCENARIO    46
FIGURE 18    EUROPE AND ASIA PACIFIC TO EMERGE AS BEST MARKETS FOR INVESTMENTS OVER THE NEXT FIVE YEARS    46
5    MARKET OVERVIEW AND INDUSTRY TRENDS    47
5.1    INTRODUCTION    47
5.2    MARKET DYNAMICS    47
FIGURE 19    DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMAGE RECOGNITION IN THE CPG MARKET    47
5.2.1    DRIVERS    48
5.2.1.1    Need for efficient and profitable retail execution processes with adherence to compliance standards    48
5.2.1.2    Technological advancements to boost demand for image recognition among CPG companies    48
5.2.2    RESTRAINTS    49
5.2.2.1    High installation cost of image recognition services    49
5.2.3    OPPORTUNITIES    49
5.2.3.1    Integration of AI with image recognition solutions in the CPG industry to improve store performance    49
5.2.3.2    Accelerating demand for cloud-powered image recognition solutions to aid CPG representatives in smooth retail execution    49

5.2.4    CHALLENGES    50
5.2.4.1    CPG manufacturers and retailers dependency on traditional auditing methods    50
5.3    COVID-19 DRIVEN MARKET DYNAMICS    50
5.3.1    DRIVERS AND OPPORTUNITIES    50
5.3.2    RESTRAINTS AND CHALLENGES    51
5.3.3    CUMULATIVE GROWTH ANALYSIS    51
TABLE 3    COVID-19 IMPACT: IMAGE RECOGNITION IN CPG MARKET    52
5.4    VALUE CHAIN    52
FIGURE 20    VALUE CHAIN OF IMAGE RECOGNITION IN CPG MARKET    52
5.5    ECOSYSTEM: IMAGE RECOGNITION IN CPG    53
5.6    AVERAGE SELLING PRICE/PRICING MODEL OF IMAGE RECOGNITION IN CPG PLAYERS    53
5.7    TECHNOLOGY ANALYSIS    54
5.7.1    CODE RECOGNITION    54
5.7.2    DIGITAL IMAGE PROCESSING    54
5.7.3    OBJECT RECOGNITION    54
5.8    USE CASES    55
5.8.1    USE CASE: PLANORAMA    55
5.8.2    USE CASE: SNAP2INSIGHT    55
5.8.3    USE CASE: INFRRD    56
5.8.4    USE CASE: VISPERA    56
5.8.5    USE CASE: TRAX    57
6    COVID-19 IMPACT ON IMAGE RECOGNITION IN CPG MARKET    58
7    IMAGE RECOGNITION IN CPG MARKET, BY COMPONENT    59
7.1    INTRODUCTION    60
7.1.1    COMPONENT: IMAGE RECOGNITION IN CPG MARKET DRIVERS    60
7.1.2    COMPONENT: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES AND DEVELOPMENTS    60
FIGURE 21    SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    60
TABLE 4    IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)    61
TABLE 5    IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)    61
7.2    HARDWARE    62
TABLE 6    HARDWARE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    62
TABLE 7    HARDWARE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    62
7.3    SOLUTIONS    63
TABLE 8    SOLUTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    63
TABLE 9    SOLUTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    63
7.4    SERVICES    64
TABLE 10    SERVICES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    64
TABLE 11    SERVICES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    64
8    IMAGE RECOGNITION IN CPG MARKET, BY APPLICATION    65
8.1    INTRODUCTION    66
FIGURE 22    GAUGING EMOTIONS SEGMENT WILL REGISTER HIGHEST GROWTH IN FORECAST PERIOD    66
8.1.1    APPLICATION: IMAGE RECOGNITION IN CPG MARKET DRIVERS    66
8.1.2    APPLICATION: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES
AND DEVELOPMENTS    66
TABLE 12    IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION)    67
TABLE 13    IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)    67
8.2    INVENTORY ANALYSIS    67
TABLE 14    INVENTORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION)    67
TABLE 15    INVENTORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION)    68
8.3    PRODUCT AND SHELF MONITORING ANALYSIS    68
TABLE 16    PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)    68
TABLE 17    PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)    69
TABLE 18    PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    69
TABLE 19    PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    69
8.3.1    AUDITING PRODUCT PLACEMENT    70
TABLE 20    AUDITING PRODUCT PLACEMENT: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)    70
TABLE 21    AUDITING PRODUCT PLACEMENT: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)    70
8.3.2    PRODUCT PLACEMENT TREND ANALYSIS    71
TABLE 22    PRODUCT PLACEMENT TREND ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)    71
TABLE 23    PRODUCT PLACEMENT TREND ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)    71
8.3.3    ASSESSING COMPLIANCE AND COMPETITION    72
TABLE 24    ASSESSING COMPLIANCE AND COMPETITION: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)    72
TABLE 25    ASSESSING COMPLIANCE AND COMPETITION: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)    72
8.3.4    CATEGORY ANALYSIS    73
TABLE 26    CATEGORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)    73
TABLE 27    CATEGORY ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION)    73
8.4    GAUGING EMOTIONS    74
TABLE 28    GAUGING EMOTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION)    74
TABLE 29    GAUGING EMOTIONS: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION)    74
9    IMAGE RECOGNITION IN CPG MARKET, BY DEPLOYMENT MODE    75
9.1    INTRODUCTION    76
FIGURE 23    CLOUD SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD    76
9.1.1    DEPLOYMENT TYPE: IMAGE RECOGNITION IN CPG MARKET DRIVERS    76
9.1.2    DEPLOYMENT TYPE: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES
AND DEVELOPMENTS    77
TABLE 30    IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION)    77
TABLE 31    IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION)    77
9.2    CLOUD    78
TABLE 32    CLOUD: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    78
TABLE 33    CLOUD: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    78
9.3    ON-PREMISE    79
TABLE 34    ON-PREMISE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)    79
TABLE 35    ON-PREMISE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)    79
10    IMAGE RECOGNITION IN CPG MARKET, BY END USER    80
10.1    INTRODUCTION    81
10.1.1    END USER: IMAGE RECOGNITION IN CPG MARKET DRIVERS    81
10.1.2    END USER: IMAGE RECOGNITION IN CPG VENDOR INITIATIVES AND DEVELOPMENTS    81
FIGURE 24    ONLINE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD    81
TABLE 36    IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2014–2019 (USD MILLION)    82
TABLE 37    IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2019–2025 (USD MILLION)    82

10.2    ONLINE    82
TABLE 38    ONLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    82
TABLE 39    ONLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    83
10.3    OFFLINE    83
TABLE 40    OFFLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    83
TABLE 41    OFFLINE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    84
11    IMAGE RECOGNITION IN CPG MARKET, BY REGION    85
11.1    INTRODUCTION    86
11.1.1    REGULATORY IMPLICATIONS    86
11.1.1.1    General Data Protection Regulation (GDPR)    86
11.1.1.2    Federal Information Security Management Act (FISMA)    86
11.1.1.3    National Commission on Informatics and Liberty (CNIL)    86
FIGURE 25    ASIA PACIFIC EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    87
TABLE 42    IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    87
TABLE 43    IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    87
11.2    NORTH AMERICA    88
11.2.1    NORTH AMERICA: COVID-19 IMPACT    88
11.2.2    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS    88
11.2.3    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENTS    88
FIGURE 26    NORTH AMERICA MARKET SNAPSHOT    89
TABLE 44    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    89
TABLE 45    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    90
TABLE 46    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    90
TABLE 47    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    90
TABLE 48    NORTH AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    91
TABLE 49    NORTH AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    91
TABLE 50    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    91
TABLE 51    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    92

TABLE 52    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)    92
TABLE 53    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)    92
TABLE 54    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)    92
TABLE 55    NORTH AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)    93
11.2.4    UNITED STATES    93
TABLE 56    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    93
TABLE 57    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    93
TABLE 58    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    94
TABLE 59    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    94
TABLE 60    UNITED STATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    94
TABLE 61    UNITED STATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    95
TABLE 62    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    95
TABLE 63    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    95
TABLE 64    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)    95
TABLE 65    UNITED STATES: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)    96
11.2.5    CANADA    96
TABLE 66    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)    96
TABLE 67    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)    96
TABLE 68    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)    97
TABLE 69    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)    97
TABLE 70    CANADA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    97
TABLE 71    CANADA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    98
TABLE 72    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    98
TABLE 73    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    98
TABLE 74    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2014–2019 (USD MILLION)    99
TABLE 75    CANADA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2019–2025 (USD MILLION)    99
11.3    EUROPE    99
11.3.1    EUROPE: COVID-19 IMPACT    99
11.3.2    EUROPE: IMAGE RECOGNITION IN CPG MARKET DRIVERS    99
11.3.3    EUROPE: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES
AND DEVELOPMENT    100
TABLE 76    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)    100
TABLE 77    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)    100
TABLE 78    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)    100
TABLE 79    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)    101
TABLE 80    EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    101
TABLE 81    EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    101
TABLE 82    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    102
TABLE 83    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    102
TABLE 84    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2014–2019 (USD MILLION)    102
TABLE 85    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2019–2025 (USD MILLION)    102
TABLE 86    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION)    103
TABLE 87    EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION)    103
11.3.4    UNITED KINGDOM    103
TABLE 88    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    103
TABLE 89    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    104
TABLE 90    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    104
TABLE 91    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    104
TABLE 92    UNITED KINGDOM: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    105
TABLE 93    UNITED KINGDOM: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    105
TABLE 94    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    105
TABLE 95    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    106
TABLE 96    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2014–2019 (USD MILLION)    106
TABLE 97    UNITED KINGDOM: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2019–2025 (USD MILLION)    106
11.3.5    GERMANY    107
TABLE 98    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)    107
TABLE 99    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)    107
TABLE 100    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)    107
TABLE 101    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)    108
TABLE 102    GERMANY: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    108
TABLE 103    GERMANY: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    108
TABLE 104    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    109
TABLE 105    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    109
TABLE 106    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2014–2019 (USD MILLION)    109
TABLE 107    GERMANY: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2019–2025 (USD MILLION)    109
11.3.6    REST OF EUROPE    110
TABLE 108    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    110
TABLE 109    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    110
TABLE 110    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    110
TABLE 111    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    111
TABLE 112    REST OF EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    111
TABLE 113    REST OF EUROPE: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    111
TABLE 114    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    112
TABLE 115    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    112
TABLE 116    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)    112
TABLE 117    REST OF EUROPE: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)    112

11.4    ASIA PACIFIC    113
11.4.1    ASIA PACIFIC: COVID-19 IMPACT    113
11.4.2    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET DRIVERS    113
11.4.3    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENT    113
FIGURE 27    ASIA PACIFIC: MARKET SNAPSHOT    114
TABLE 118    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)    114
TABLE 119    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)    115
TABLE 120    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)    115
TABLE 121    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)    115
TABLE 122    ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    116
TABLE 123    ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    116
TABLE 124    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    116
TABLE 125    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    117
TABLE 126    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)    117
TABLE 127    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)    117
TABLE 128    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)    117
TABLE 129    ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)    118
11.4.4    CHINA    118
TABLE 130    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)    118
TABLE 131    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)    118
TABLE 132    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION)    119
TABLE 133    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)    119
TABLE 134    CHINA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    119
TABLE 135    CHINA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    120
TABLE 136    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    120
TABLE 137    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    120

TABLE 138    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2014–2019 (USD MILLION)    121
TABLE 139    CHINA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2019–2025 (USD MILLION)    121
11.4.5    JAPAN    121
TABLE 140    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)    121
TABLE 141    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)    122
TABLE 142    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION)    122
TABLE 143    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION)    122
TABLE 144    JAPAN: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    123
TABLE 145    JAPAN: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    123
TABLE 146    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    123
TABLE 147    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    124
TABLE 148    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2014–2019 (USD MILLION)    124
TABLE 149    JAPAN: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER,
2019–2025 (USD MILLION)    124
11.4.6    REST OF ASIA PACIFIC    125
TABLE 150    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    125
TABLE 151    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    125
TABLE 152    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    125
TABLE 153    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    126
TABLE 154    REST OF ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION)    126
TABLE 155    REST OF ASIA PACIFIC: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION)    126
TABLE 156    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    127
TABLE 157    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    127
TABLE 158    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2014–2019 (USD MILLION)    127
TABLE 159    REST OF ASIA PACIFIC: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2019–2025 (USD MILLION)    127

11.5    MIDDLE EAST AND AFRICA    128
11.5.1    MIDDLE EAST AND AFRICA: COVID-19 IMPACT    128
11.5.2    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS    128
11.5.3    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET VENDOR INITIATIVES AND DEVELOPMENT    128
TABLE 160    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    128
TABLE 161    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    129
TABLE 162    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    129
TABLE 163    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    129
TABLE 164    MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION)    130
TABLE 165    MIDDLE EAST AND AFRICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION)    130
TABLE 166    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    130
TABLE 167    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    131
TABLE 168    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2014–2019 (USD MILLION)    131
TABLE 169    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2019–2025 (USD MILLION)    131
TABLE 170    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COUNTRY, 2014–2019 (USD MILLION)    131
TABLE 171    MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COUNTRY, 2019–2025 (USD MILLION)    132
11.5.4    KINGDOM OF SAUDI ARABIA    132
TABLE 172    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    132
TABLE 173    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    132
TABLE 174    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    133
TABLE 175    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    133
TABLE 176    KINGDOM OF SAUDI ARABIA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION)    133
TABLE 177    KINGDOM OF SAUDI ARABIA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION)    134
TABLE 178    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    134

TABLE 179    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    134
TABLE 180    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2014–2019 (USD MILLION)    135
TABLE 181    KINGDOM OF SAUDI ARABIA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2019–2025 (USD MILLION)    135
11.5.5    UNITED ARAB EMIRATES    135
TABLE 182    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    135
TABLE 183    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    136
TABLE 184    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    136
TABLE 185    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    136
TABLE 186    UNITED ARAB EMIRATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION)    137
TABLE 187    UNITED ARAB EMIRATES: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION)    137
TABLE 188    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    137
TABLE 189    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    138
TABLE 190    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2014–2019 (USD MILLION)    138
TABLE 191    UNITED ARAB EMIRATES: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY END USER, 2019–2025 (USD MILLION)    138
11.5.6    REST OF MIDDLE EAST AND AFRICA    139
TABLE 192    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)    139
TABLE 193    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)    139
TABLE 194    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)    139
TABLE 195    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)    140
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)    140
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)    140
TABLE 198    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    141
TABLE 199    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    141

TABLE 200    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)    141
TABLE 201    REST OF MIDDLE EAST AND AFRICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)    141
11.6    LATIN AMERICA    142
11.6.1    LATIN AMERICA: COVID-19 IMPACT    142
11.6.2    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET DRIVERS    142
TABLE 202    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION)    142
TABLE 203    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY COMPONENT, 2019–2025 (USD MILLION)    142
TABLE 204    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION)    143
TABLE 205    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY APPLICATION, 2019–2025 (USD MILLION)    143
TABLE 206    LATIN AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)    143
TABLE 207    LATIN AMERICA: PRODUCT AND SHELF MONITORING ANALYSIS: IMAGE RECOGNITION IN CPG MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)    144
TABLE 208    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)    144
TABLE 209    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE,
BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)    144
TABLE 210    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2014–2019 (USD MILLION)    145
TABLE 211    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY END USER, 2019–2025 (USD MILLION)    145
TABLE 212    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)    145
TABLE 213    LATIN AMERICA: IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)    145
11.6.3    BRAZIL    146
11.6.4    REST OF LATIN AMERICA    146
12    COMPETITIVE LANDSCAPE    147
12.1    INTRODUCTION    147
12.2    MARKET EVALUATION FRAMEWORK    147
FIGURE 28    MARKET EVALUATION FRAMEWORK, IMAGE RECOGNITION IN CPG FRAMEWORK    147
12.3    REVENUE ANALYSIS OF LEADING PLAYERS    148
FIGURE 29    IMAGE RECOGNITION IN CPG, REVENUE ANALYSIS    148
12.4    HISTORICAL REVENUE ANALYSIS    148
FIGURE 30    REVENUE ANALYSIS OF TOP 5 MARKET PLAYERS    149
12.5    RANKING OF KEY PLAYERS IN THE IMAGE RECOGNITION IN CPG MARKET, 2020    150

13    COMPANY EVALUATION MATRIX AND COMPANY PROFILES    151
13.1    COMPANY EVALUATION MATRIX    151
13.1.1    COMPETITIVE EVALUATION MATRIX DEFINITIONS AND METHODOLOGY    151
TABLE 214    EVALUATION CRITERIA    151
13.1.2    STAR    151
13.1.3    PERVASIVE    151
13.1.4    EMERGING LEADERS    152
13.1.5    PARTICIPANT    152
FIGURE 31    IMAGE RECOGNITION IN CPG MARKET (GLOBAL), COMPETITIVE EVALUATION MATRIX, 2020    152
13.2    COMPANY PROFILES    153
(Business overview, Solutions and hardware offered, Recent developments, SWOT analysis, COVID-19 related strategies & MnM View)*
13.2.1    IBM    153
FIGURE 32    IBM: COMPANY SNAPSHOT    154
FIGURE 33    IBM: SWOT ANALYSIS    156
13.2.2    GOOGLE    157
FIGURE 34    GOOGLE: COMPANY SNAPSHOT    157
FIGURE 35    GOOGLE: SWOT ANALYSIS    159
13.2.3    QUALCOMM    160
FIGURE 36    QUALCOMM: COMPANY SNAPSHOT    160
FIGURE 37    QUALCOMM: SWOT ANALYSIS    162
13.2.4    MICROSOFT    163
FIGURE 38    MICROSOFT: COMPANY SNAPSHOT    164
FIGURE 39    MICROSOFT: SWOT ANALYSIS    166
13.2.5    AWS    168
FIGURE 40    AWS: COMPANY SNAPSHOT    168
FIGURE 41    AWS: SWOT ANALYSIS    170
13.2.6    TRAX    171
13.2.7    CATCHOOM    173
13.2.8    SLYCE    175
13.2.9    LTU TECH    177
13.2.10    IMAGGA    178
13.2.11    VISPERA    179
13.2.12    BLIPPAR    180
13.2.13    RICOH INNOVATIONS    181
13.2.14    CLARIFAI    182
13.2.15    DEEPOMATIC    183
13.2.16    WIKITUDE    183

13.2.17    HUAWEI    184
13.2.18    HONEYWELL    185
13.2.19    TOSHIBA    186
13.2.20    ORACLE    186
*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    187
13.4    STARTUP/SME EVALUATION MATRIX, 2020    188
13.4.1    PROGRESSIVE    188
13.4.2    RESPONSIVE    188
13.4.3    DYNAMIC    188
13.4.4    STARTING BLOCKS    189
FIGURE 42    IMAGE RECOGNITION IN CPG MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2020    189
13.5    STARTUP/SME PROFILES    190
13.5.1    INTELLIGENCE RETAIL    190
13.5.2    SNAP2INSIGHT    190
13.5.3    PARALLELDOTS    191
13.5.4    SHELFWISE    191
13.5.5    TRIGO    192
13.5.6    STANDARD COGNITION    193
13.5.7    INFFRD    193
13.5.8    UNISPECTRAL LTD.    194
13.5.9    AIRY3D    194
14    ADJACENT/RELATED MARKETS    195
14.1    INTRODUCTION    195
14.2    IMAGE RECOGNITION IN RETAIL MARKET    195
14.2.1    MARKET DEFINITION    195
TABLE 215    IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY APPLICATION,
2018–2025 (USD MILLION)    195
TABLE 216    VISUAL PRODUCT SEARCH: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2018–2025 (USD MILLION)    196
TABLE 217    SECURITY AND SURVEILLANCE: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)    196
TABLE 218    VISION ANALYTICS: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2018–2025 (USD MILLION)    196
TABLE 219    MARKETING AND ADVERTISING: IMAGE RECOGNITION IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)    197
TABLE 220    OTHER APPLICATIONS: IMAGE RECOGNITION IN RETAIL MARKET SIZE,
BY REGION, 2018–2025 (USD MILLION)    197

14.3    IOT IN RETAIL MARKET    198
14.3.1    MARKET DEFINITION    198
TABLE 221    IOT IN RETAIL MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)    198
TABLE 222    OPERATIONS MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION,
2018–2025 (USD MILLION)    198
TABLE 223    ASSET MANAGEMENT: IOT IN RETAIL MARKET SIZE, BY REGION,
2018–2025 (USD MILLION)    199
TABLE 224    CUSTOMER EXPERIENCE MANAGEMENT: IOT IN RETAIL MARKET SIZE,
BY REGION, 2018–2025 (USD MILLION)    199
TABLE 225    ADVERTISING AND MARKETING: IOT IN RETAIL MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)    199
14.4    AI IN RETAIL MARKET    200
14.4.1    MARKET DEFINITION    200
TABLE 226    ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE,
2015–2022 (USD MILLION)    200
TABLE 227    ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY,
2015–2022 (USD MILLION)    200
TABLE 228    ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION,
2015–2022 (USD MILLION)    201
TABLE 229    ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE,
2015–2022 (USD MILLION)    201
TABLE 230    ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION,
2015–2022 (USD MILLION)    202
TABLE 231    ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION,
2015–2022 (USD MILLION)    202
15    APPENDIX    203
15.1    DISCUSSION GUIDE    203
15.2    KNOWLEDGE STORE 206
15.3    AVAILABLE CUSTOMIZATIONS    208
15.4    RELATED REPORTS    208
15.5    AUTHOR DETAILS    209