1 INTRODUCTION 25
1.1 OBJECTIVES OF THE STUDY 25
1.2 DEFINITION 25
1.3 STUDY SCOPE 26
1.3.1 INCLUSIONS & EXCLUSIONS 26
1.4 MARKETS COVERED 26
FIGURE 1 EDGE AI HARDWARE MARKET SEGMENTATION 26
1.4.1 YEARS CONSIDERED FOR THE STUDY 27
1.5 CURRENCY 27
1.6 LIMITATIONS 27
1.7 STAKEHOLDERS 28
1.8 SUMMARY OF CHANGES 28

2 RESEARCH METHODOLOGY 29
2.1 RESEARCH DATA 29
FIGURE 2 EDGE AI HARDWARE MARKET: RESEARCH DESIGN 29
2.1.1 SECONDARY & PRIMARY RESEARCH 31
2.1.2 SECONDARY DATA 32
2.1.2.1 Key data from secondary sources 32
2.1.2.2 Secondary sources 32
2.1.3 PRIMARY DATA 33
2.1.3.1 Key data from primary sources 33
2.1.3.2 Breakdown of primary interviews 34
2.1.3.3 Primary sources 34
2.2 MARKET SIZE ESTIMATION 34
2.2.1 BOTTOM-UP APPROACH 35
2.2.1.1 Demand-side analysis 35
FIGURE 3 MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH 35
2.2.2 EDGE AI HARDWARE MARKET SIZE ESTIMATION: DEMAND-SIDE ANALYSIS 36
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS 36
2.2.3 TOP-DOWN APPROACH 36
2.2.3.1 Supply-side analysis 37
FIGURE 5 MARKET SIZE ESTIMATION: TOP-DOWN APPROACH 37
2.3 DATA TRIANGULATION 38
FIGURE 6 DATA TRIANGULATION 38
2.4 RESEARCH ASSUMPTIONS 39
2.5 RISK ASSESSMENT 40
TABLE 1 ANALYSIS OF RISK FACTORS 40

3 EXECUTIVE SUMMARY 41
3.1 POST-COVID-19: REALISTIC SCENARIO 41
3.2 POST-COVID-19: OPTIMISTIC SCENARIO 42
3.3 POST-COVID-19: PESSIMISTIC SCENARIO 42
FIGURE 7 PRE- AND POST-COVID-19 SCENARIO ANALYSIS FOR THE EDGE AI HARDWARE MARKET, 2017-2026 42
FIGURE 8 SMARTPHONES SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2026 43
FIGURE 9 HEALTHCARE SEGMENT TO GROW AT THE HIGHEST CAGR FROM 2021 TO 2026 44
FIGURE 10 TRAINING SEGMENT TO GROW AT A HIGHER CAGR FROM 2021 TO 2026 44
FIGURE 11 NORTH AMERICA HELD THE LARGEST SHARE OF THE EDGE AI HARDWARE MARKET IN 2020, IN TERMS OF VOLUME 45

4 PREMIUM INSIGHTS 46
4.1 BRIEF OVERVIEW OF THE EDGE AI HARDWARE MARKET 46
FIGURE 12 EDGE AI HARDWARE MARKET TO WITNESS LUCRATIVE GROWTH OPPORTUNITIES FROM 2021 TO 2026 46
4.2 EDGE AI HARDWARE MARKET, BY DEVICE 46
FIGURE 13 SMARTPHONES TO HOLD THE LARGEST SHARE IN THE EDGE AI HARDWARE MARKET 46
4.3 EDGE AI HARDWARE MARKET, BY END USER 47
FIGURE 14 CONSUMER ELECTRONICS TO HAVE THE LARGEST SHARE BY END USER DURING 2021?2026 47
4.4 EDGE AI HARDWARE MARKET, BY FUNCTION 47
FIGURE 15 INFERENCE FUNCTION PROJECTED TO HOLD A LARGER SHARE OF THE EDGE AI HARDWARE MARKET IN 2026 47
4.5 GEOGRAPHICAL SNAPSHOT OF THE EDGE AI HARDWARE MARKET, 2021-2026 48
FIGURE 16 MEXICO TO GROW AT THE HIGHEST RATE FROM 2021 TO 2026 IN NORTH AMERICA 48

5 MARKET OVERVIEW 49
5.1 INTRODUCTION 49
5.2 MARKET DYNAMICS 49
FIGURE 17 GROWTH IN DEMAND FOR LOW LATENCY AND REAL-TIME PROCESSING DRIVES THE EDGE AI HARDWARE MARKET 49
5.2.1 DRIVERS 50
5.2.1.1 Growth in demand for low latency and real-time processing on edge devices 50
5.2.1.2 Emergence of AI coprocessors for edge computing 50
5.2.1.3 Reduction in data storage and operations cost 50
5.2.1.4 Increase in enterprise workloads on the cloud 50
5.2.1.5 Rapid growth in the number of intelligent applications 51
FIGURE 18 IMPACT ANALYSIS: DRIVERS 51
5.2.2 RESTRAINTS 52
5.2.2.1 Limited on-device training 52
5.2.2.2 Limited number of AI experts 52
FIGURE 19 IMPACT ANALYSIS: RESTRAINTS 52
5.2.3 OPPORTUNITIES 53
5.2.3.1 Dedicated AI processors for on-device image analytics 53
5.2.3.2 Growth in demand for edge computing in IoT 53
5.2.3.3 Emergence of the 5G network to bring IT and telecom together 53
FIGURE 20 IMPACT ANALYSIS: OPPORTUNITIES 54
5.2.4 CHALLENGES 54
5.2.4.1 Power consumption and size constraint 54
5.2.4.2 Optimization of edge AI standards 54
FIGURE 21 IMPACT ANALYSIS: CHALLENGES 55
5.3 EVOLUTION 55
FIGURE 22 EVOLUTION OF EDGE AI 55
5.4 EDGE AI MARKET ECOSYSTEM 56
FIGURE 23 ECOSYSTEM OF EDGE AI 56
TABLE 2 EDGE AI HARDWARE MARKET ECOSYSTEM, BY KEY PLAYER 57
5.5 EDGE AI HARDWARE MARKET: COVID-19 IMPACT 58
5.6 CASE STUDY ANALYSIS 59
5.6.1 USE CASE 1: CREATING MOTION INTELLIGENCE WITH IMAGIMOB'S SENSORBEAT AI SOLUTION 59
5.6.2 USE CASE 2: USING IMAGIMOB'S SENSORBEAT AI SOFTWARE FOR PREDICTIVE MAINTENANCE IN MANUFACTURING 59
5.6.3 USE CASE 3: USING ANAGOG JEDAI 4.0 TO PERSONALIZE BANKING EXPERIENCE 60
5.6.4 USE CASE 4: USING HIGH-PERFORMANCE EMBEDDED COMPUTING (HPEC) SYSTEMS OF EUROTECH FOR AUTONOMOUS DRIVING 60
5.6.5 USE CASE 5: USING EDGE AI STARTER KIT OF BYTELAKE FOR THE DETECTION OF GROCERIES IN RETAIL 61
5.6.6 USE CASE 6: USING EDGE AI STARTER KIT OF BYTELAKE FOR TRAFFIC ANALYTICS USING VIDEO SURVEILLANCE 61
5.7 VALUE CHAIN ANALYSIS 62
FIGURE 24 VALUE CHAIN ANALYSIS 62
5.8 PRICING ANALYSIS 63
FIGURE 25 PRICING ANALYSIS 63
5.9 TECHNOLOGY ANALYSIS 63
5.9.1 EDGE AI AND INTERNET OF THINGS (IOT) 63
5.9.2 EDGE AI AND 5G 63
5.9.3 EDGE AI AND BLOCKCHAIN 64
5.10 PORTER'S FIVE FORCES ANALYSIS 64
FIGURE 26 PORTER'S FIVE FORCES ANALYSIS 64
TABLE 3 IMPACT OF PORTER'S FIVE FORCES ON THE MARKET, 2020 65
5.10.1 THREAT OF NEW ENTRANTS 65
5.10.2 THREAT OF SUBSTITUTES 65
5.10.3 BARGAINING POWER OF SUPPLIERS 65
5.10.4 BARGAINING POWER OF BUYERS 65
5.10.5 INTENSITY OF COMPETITIVE RIVALRY 66
5.11 PATENT ANALYSIS 66
FIGURE 27 PATENT ANALYSIS 66
TABLE 4 NOTICEABLE EDGE AI HARDWARE-RELATED PATENTS 67
5.11.1 INNOVATION AND PATENT REGISTRATIONS 69
TABLE 5 IMPORTANT INNOVATION AND PATENT REGISTRATIONS, 2019-2020 69
5.12 TARIFF AND REGULATORY LANDSCAPE 70
5.12.1 INTRODUCTION 70
5.12.2 GENERAL DATA PROTECTION REGULATION 70
5.12.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 70
5.12.4 FEDERAL TRADE COMMISSION 71
5.12.5 FEDERAL COMMUNICATIONS COMMISSION 71
5.12.6 ISO/IEC JTC 1/SC 42 71
5.13 REVENUE SHIFT AND NEW REVENUE POCKETS FOR THE EDGE AI HARDWARE MARKET 72
FIGURE 28 REVENUE SHIFT IN EDGE AI HARDWARE MARKET 72
5.14 TRADE ANALYSIS 73
TABLE 6 IMPORT DATA OF UNITS FOR ELECTRICAL APPARATUS FOR SWITCHING OR PROTECTING ELECTRICAL CIRCUITS, BY COUNTRY, 2017-2020 (USD MILLION) 73
TABLE 7 EXPORT DATA OF UNITS FOR ELECTRICAL APPARATUS FOR SWITCHING OR PROTECTING ELECTRICAL CIRCUITS, BY COUNTRY, 2017-2020 (USD MILLION) 73

6 EDGE AI HARDWARE MARKET, BY DEVICE 75
6.1 INTRODUCTION 76
FIGURE 29 WEARABLES EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 76
TABLE 8 EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2020 (THOUSAND UNITS) 77
TABLE 9 EDGE AI HARDWARE MARKET, BY DEVICE, 2021-2026 (THOUSAND UNITS) 77
TABLE 10 EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2020 (USD MILLION) 78
TABLE 11 EDGE AI HARDWARE MARKET, BY DEVICE, 2021-2026 (USD MILLION) 78
6.2 SMARTPHONES 78
6.2.1 SMARTPHONES TO DOMINATE THE EDGE AI HARDWARE MARKET DURING THE FORECAST PERIOD 78
TABLE 12 EDGE AI HARDWARE MARKET FOR SMARTPHONES, BY REGION, 2017-2020 (MILLION UNITS) 79
TABLE 13 EDGE AI HARDWARE MARKET FOR SMARTPHONES, BY REGION, 2021-2026 (MILLION UNITS) 79
6.3 SURVEILLANCE CAMERAS 80
6.3.1 PUBLIC SAFETY TO BE A MAJOR APPLICATION OF AI-BASED CAMERAS 80
TABLE 14 EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERAS, BY END USER, 2017-2026 (THOUSAND UNITS) 80
TABLE 15 EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERAS, BY END USER, 2021-2026 (THOUSAND UNITS) 81
TABLE 16 EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERAS, BY REGION, 2017-2020 (MILLION UNITS) 81
FIGURE 30 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 81
TABLE 17 EDGE AI HARDWARE MARKET FOR SURVEILLANCE CAMERAS, BY REGION, 2021-2026 (MILLION UNITS) 82
6.4 ROBOTS 82
6.4.1 ROBOTICS IS ONE OF THE FASTEST-GROWING MARKETS FOR EDGE AI HARDWARE 82
TABLE 18 EDGE AI HARDWARE MARKET FOR DRONES, BY END USER, 2017-2020 (THOUSAND UNITS) 83
TABLE 19 EDGE AI HARDWARE MARKET FOR DRONES, BY END USER, 2021-2026 (THOUSAND UNITS) 83
TABLE 20 EDGE AI HARDWARE MARKET FOR ROBOTS, BY REGION, 2017-2020 (THOUSAND UNITS) 83
TABLE 21 EDGE AI HARDWARE MARKET FOR ROBOTS, BY REGION, 2021-2026 (THOUSAND UNITS) 84
6.5 WEARABLES 84
6.5.1 EYEWEAR EXPECTED TO BE A MAJOR MARKET FOR EDGE AI HARDWARE IN WEARABLES 84
TABLE 22 EDGE AI HARDWARE MARKET FOR WEARABLES, BY END USER, 2017-2020 (THOUSAND UNITS) 84
TABLE 23 EDGE AI HARDWARE MARKET FOR WEARABLES, BY END USER, 2021-2026 (THOUSAND UNITS) 85
TABLE 24 EDGE AI HARDWARE MARKET FOR WEARABLES, BY REGION, 2017-2020 (THOUSAND UNITS) 85
FIGURE 31 NORTH AMERICA TO DOMINATE THE MARKET DURING THE FORECAST PERIOD 86
TABLE 25 EDGE AI HARDWARE MARKET FOR WEARABLES, BY REGION, 2021-2026 (THOUSAND UNITS) 86
6.6 EDGE SERVERS 86
6.6.1 EDGE AI SERVERS HAVE SIGNIFICANT GROWTH OPPORTUNITIES IN ENTERPRISE AND INDUSTRIAL SECTOR 86
TABLE 26 EDGE AI HARDWARE MARKET FOR EDGE SERVERS, BY REGION, 2017-2020 (THOUSAND UNITS) 87
TABLE 27 EDGE AI HARDWARE MARKET FOR EDGE SERVERS, BY REGION, 2021-2026 (THOUSAND UNITS) 87
6.7 SMART SPEAKERS 87
6.7.1 SMART SPEAKERS ARE NOW USED TO CONTROL SMART HOME PRODUCTS 87
TABLE 28 EDGE AI HARDWARE MARKET FOR SMART SPEAKERS, BY REGION, 2017-2020 (MILLION UNITS) 88
TABLE 29 EDGE AI HARDWARE MARKET FOR SMART SPEAKERS, BY REGION, 2021-2026 (MILLION UNITS) 88
6.8 AUTOMOTIVE 88
6.8.1 SEMI-AUTONOMOUS AND AUTONOMOUS VEHICLES TO DRIVE THE EDGE AI HARDWARE MARKET FOR AUTOMOTIVE 88
TABLE 30 EDGE AI HARDWARE MARKET FOR AUTOMOTIVE, BY REGION, 2017-2020 (THOUSAND UNITS) 89
TABLE 31 EDGE AI HARDWARE MARKET FOR AUTOMOTIVE, BY REGION, 2021-2026 (THOUSAND UNITS) 89
6.9 SMART MIRRORS 89
6.9.1 RETAIL TO BE A MAJOR INDUSTRY FOR SMART MIRRORS 89
TABLE 32 EDGE AI HARDWARE MARKET FOR SMART MIRRORS, BY REGION, 2017-2020 (THOUSAND UNITS) 89
TABLE 33 EDGE AI HARDWARE MARKET FOR SMART MIRRORS, BY REGION, 2021-2026 (THOUSAND UNITS) 90

7 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION 91
7.1 INTRODUCTION 92
FIGURE 32 DEVICES WITH LESS THAN 1W EXPECTED TO ACCOUNT FOR THE FASTEST GROWTH DURING THE FORECAST PERIOD 92
TABLE 34 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2017-2020 (MILLION UNITS) 92
TABLE 35 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2021-2026 (MILLION UNITS) 93
7.2 LESS THAN 1W 93
7.2.1 WEARABLES EXPECTED TO BE THE MAJOR CONTRIBUTORS TO THE EDGE AI HARDWARE MARKET FOR LESS THAN 1W OF POWER CONSUMPTION 93
7.3 1-3W 93
7.3.1 SMARTPHONES TO DOMINATE THE EDGE AI HARDWARE MARKET FOR 1-3W 93
7.4 3-5W 93
7.4.1 SMART SPEAKERS EXPECTED TO LEAD THE EDGE AI HARDWARE MARKET FOR 3-5W 93
7.5 5-10W 94
7.5.1 SURVEILLANCE CAMERAS AND DRONES EXPECTED TO BE MAJOR CONTRIBUTORS TO THE EDGE AI HARDWARE MARKET FOR 5-10W 94
7.6 MORE THAN 10W 94
7.6.1 AUTOMOTIVE EXPECTED TO GROW AT THE HIGHEST RATE IN THE EDGE AI HARDWARE MARKET FOR 5-10W 94

8 EDGE AI HARDWARE MARKET, BY PROCESSOR 95
8.1 INTRODUCTION 96
FIGURE 33 EDGE AI HARDWARE MARKET FOR GPU TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 96
TABLE 36 EDGE AI HARDWARE MARKET, BY PROCESSOR, 2017-2020 (MILLION UNITS) 96
TABLE 37 EDGE AI HARDWARE MARKET, BY PROCESSOR, 2021-2026 (MILLION UNITS) 97
8.2 CPU 97
8.2.1 CPU TO HOLD THE LARGEST SHARE OF THE EDGE AI HARDWARE MARKET FOR PROCESSORS 97
8.3 GPU 97
8.3.1 AUTOMOTIVE AND ROBOTICS TO BE MAJOR MARKETS FOR GPU 97
8.4 ASIC 97
8.4.1 CPU TO BE REPLACED BY ASIC FOR AI-BASED APPLICATIONS 97
8.5 OTHERS 98

9 EDGE AI HARDWARE MARKET, BY FUNCTION 99
9.1 INTRODUCTION 100
FIGURE 34 INFERENCE TO HOLD A LARGER SHARE IN THE EDGE AI HARDWARE MARKET DURING THE FORECAST PERIOD 100
TABLE 38 EDGE AI HARDWARE MARKET, BY FUNCTION, 2017-2020 (MILLION UNITS) 100
TABLE 39 EDGE AI HARDWARE MARKET, BY FUNCTION, 2021-2026 (MILLION UNITS) 100
9.2 TRAINING 101
9.2.1 TRAINING IS MOSTLY DONE ON THE CLOUD 101
9.3 INFERENCE 101
9.3.1 DEVELOPMENT OF EFFICIENT PROCESSORS TO DRIVE THE EDGE INFERENCE MARKET 101

10 EDGE AI HARDWARE MARKET, BY END USER 102
10.1 INTRODUCTION 103
TABLE 40 EDGE AI HARDWARE MARKET, BY END USER, 2017-2020 (THOUSAND UNITS) 103
FIGURE 35 CONSUMER ELECTRONICS TO HOLD THE LARGEST SHARE OF THE EDGE AI HARDWARE MARKET DURING THE FORECAST PERIOD 103
TABLE 41 EDGE AI HARDWARE MARKET, BY END USER, 2021-2026 (THOUSAND UNITS) 104
10.2 CONSUMER ELECTRONICS 104
10.2.1 SMARTPHONES ARE MAJOR CONTRIBUTORS TO THE EDGE AI HARDWARE MARKET IN CONSUMER ELECTRONICS 104
TABLE 42 EDGE AI HARDWARE MARKET FOR CONSUMER ELECTRONICS, BY DEVICE, 2017-2020 (THOUSAND UNITS) 105
TABLE 43 EDGE AI HARDWARE MARKET FOR CONSUMER ELECTRONICS, BY DEVICE, 2021-2026 (THOUSAND UNITS) 105
10.2.2 SMARTPHONES 105
10.2.3 WEARABLES 105
10.2.4 ENTERTAINMENT ROBOTS 106
10.3 SMART HOME 106
10.3.1 SMART SPEAKERS ARE MAJOR CONTRIBUTORS OF EDGE AI HARDWARE IN SMART HOMES 106
TABLE 44 EDGE AI HARDWARE MARKET FOR SMART HOME, BY DEVICE, 2017-2020 (THOUSAND UNITS) 106
TABLE 45 EDGE AI HARDWARE MARKET FOR SMART HOME, BY DEVICE, 2021-2026 (THOUSAND UNITS) 106
10.3.2 SMART SPEAKERS 107
10.3.3 SMART CAMERAS 107
10.3.4 DOMESTIC ROBOTS 107
10.4 AUTOMOTIVE & TRANSPORTATION 107
10.4.1 VEHICLE NUMBER PLATE RECOGNITION, VEHICLE COUNT, AND VEHICLE RECOGNITION TO BE MAJOR APPLICATIONS OF CAMERAS IN AUTOMOTIVE 107
TABLE 46 EDGE AI HARDWARE MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY DEVICE, 2017-2020 (THOUSAND UNITS) 107
TABLE 47 EDGE AI HARDWARE MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY DEVICE, 2021-2026 (THOUSAND UNITS) 108
10.4.2 AUTOMOTIVE 108
10.4.3 SURVEILLANCE CAMERAS 108
10.4.4 LOGISTICS ROBOTS 108
10.5 GOVERNMENT 109
10.5.1 SURVEILLANCE CAMERAS TO BE THE MAJOR CONTRIBUTORS OF EDGE AI HARDWARE IN GOVERNMENTS 109
TABLE 48 EDGE AI HARDWARE MARKET FOR GOVERNMENTS, BY DEVICE, 2017-2020 (THOUSAND UNITS) 109
FIGURE 36 SURVEILLANCE CAMERAS TO HOLD A LARGER SHARE IN THE EDGE AI HARDWARE MARKET DURING THE FORECAST PERIOD 109
TABLE 49 EDGE AI HARDWARE MARKET FOR GOVERNMENTS, BY DEVICE, 2021-2026 (THOUSAND UNITS) 110
10.5.2 SURVEILLANCE CAMERAS 110
10.5.3 DRONES 110
10.6 HEALTHCARE 110
10.6.1 WEARABLES TO DOMINATE THE EDGE AI HARDWARE MARKET IN HEALTHCARE 110
TABLE 50 EDGE AI HARDWARE MARKET FOR HEALTHCARE, BY DEVICE, 2017-2020 (THOUSAND UNITS) 111
TABLE 51 EDGE AI HARDWARE MARKET FOR HEALTHCARE, BY DEVICE, 2021-2026 (THOUSAND UNITS) 111
10.6.2 MEDICAL ROBOTS 111
10.6.3 WEARABLES 111
10.7 INDUSTRIAL 112
10.7.1 MACHINE VISION EXPECTED TO DRIVE THE EDGE AI HARDWARE MARKET IN THE INDUSTRIAL SECTOR 112
TABLE 52 EDGE AI HARDWARE MARKET FOR INDUSTRIAL, BY DEVICE, 2017-2020 (THOUSAND UNITS) 112
FIGURE 37 INDUSTRIAL ROBOTS TO GROW AT THE HIGHEST RATE IN THE EDGE AI HARDWARE MARKET DURING THE FORECAST PERIOD 112
TABLE 53 EDGE AI HARDWARE MARKET FOR INDUSTRIAL, BY DEVICE, 2021-2026 (THOUSAND UNITS) 113
10.7.2 INDUSTRIAL ROBOTS 113
10.7.3 DRONES 113
10.7.4 CAMERAS 113
10.8 AEROSPACE & DEFENSE 114
10.8.1 SERVICE ROBOTS TO DRIVE THE EDGE AI HARDWARE MARKET IN THE AEROSPACE INDUSTRY 114
TABLE 54 EDGE AI HARDWARE MARKET FOR AEROSPACE & DEFENSE, BY DEVICE, 2017-2020 (THOUSAND UNITS) 114
TABLE 55 EDGE AI HARDWARE MARKET FOR AEROSPACE & DEFENSE, BY DEVICE, 2021-2026 (THOUSAND UNITS) 114
10.9 CONSTRUCTION 114
10.9.1 DRONES TO DRIVE THE EDGE AI HARDWARE MARKET IN THE CONSTRUCTION INDUSTRY 114
TABLE 56 EDGE AI HARDWARE MARKET FOR CONSTRUCTION, BY DEVICE, 2017-2020 (THOUSAND UNITS) 115
TABLE 57 EDGE AI HARDWARE MARKET FOR CONSTRUCTION, BY DEVICE, 2021-2026 (THOUSAND UNITS) 115
10.9.2 SERVICE ROBOTS 115
10.9.3 DRONES 115
10.10 OTHERS 116
TABLE 58 EDGE AI HARDWARE MARKET FOR OTHER END USERS, BY DEVICE, 2017-2020 (THOUSAND UNITS) 116
TABLE 59 EDGE AI HARDWARE MARKET FOR OTHER END USERS, BY DEVICE, 2021-2026 (THOUSAND UNITS) 116
10.10.1 SURVEILLANCE CAMERAS 116
10.10.2 ROBOTS 117
10.10.3 WEARABLES 117
10.10.4 SMART MIRRORS 117

11 GEOGRAPHIC ANALYSIS 118
11.1 INTRODUCTION 119
FIGURE 38 EDGE AI HARDWARE MARKET, BY GEOGRAPHY 119
TABLE 60 EDGE AI HARDWARE MARKET, BY REGION, 2017-2020 (MILLION UNITS) 119
TABLE 61 EDGE AI HARDWARE MARKET, BY REGION, 2021-2026 (MILLION UNITS) 120
11.2 NORTH AMERICA 120
FIGURE 39 SNAPSHOT OF THE EDGE AI HARDWARE MARKET IN NORTH AMERICA 121
TABLE 62 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2020 (THOUSAND UNITS) 121
TABLE 63 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY DEVICE, 2021-2026 (THOUSAND UNITS) 122
TABLE 64 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2017-2020 (MILLION UNITS) 122
TABLE 65 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021-2026 (MILLION UNITS) 122
11.2.1 US 123
11.2.1.1 US to drive the edge AI hardware market in North America 123
11.2.2 CANADA 123
11.2.2.1 Canada holds significant opportunities for edge AI hardware in North America 123
11.2.3 MEXICO 123
11.2.3.1 Mexico to Exhibit the Fastest Growth in Edge AI hardware in North America 123
11.3 EUROPE 124
FIGURE 40 SNAPSHOT OF THE EDGE AI HARDWARE MARKET IN EUROPE 124
TABLE 66 EUROPE: EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2020 (THOUSAND UNITS) 125
TABLE 67 EUROPE: EDGE AI HARDWARE MARKET, BY DEVICE, 2021-2026 (THOUSAND UNITS) 125
TABLE 68 EUROPE: EDGE AI HARDWARE MARKET, BY COUNTRY, 2017-2020 (MILLION UNITS) 125
TABLE 69 EUROPE: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021-2026 (MILLION UNITS) 126
11.3.1 GERMANY 126
11.3.1.1 Germany is one of the fastest-growing markets for edge AI hardware in Europe 126
11.3.2 UK 126
11.3.2.1 The UK to dominate the edge AI hardware market in Europe 126
11.3.3 FRANCE 127
11.3.3.1 Growing demand for surveillance to drive the edge AI hardware market in France 127
11.3.4 REST OF EUROPE (ROE) 127
11.4 ASIA PACIFIC (APAC) 127
FIGURE 41 SNAPSHOT OF THE EDGE AI HARDWARE MARKET IN APAC 128
TABLE 70 APAC: EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2020 (THOUSAND UNITS) 128
TABLE 71 APAC: EDGE AI HARDWARE MARKET, BY DEVICE, 2021-2026 (THOUSAND UNITS) 129
TABLE 72 APAC: EDGE AI HARDWARE MARKET, BY COUNTRY, 2017-2020 (MILLION UNITS) 129
TABLE 73 APAC: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021-2026 (MILLION UNITS) 129
11.4.1 CHINA 130
11.4.1.1 AI-based surveillance to drive the edge AI hardware market in China 130
11.4.2 JAPAN 130
11.4.2.1 Robotics to drive the edge AI hardware market in Japan 130
11.4.3 SOUTH KOREA 131
11.4.3.1 Government initiatives to drive the edge AI hardware market in Japan 131
11.4.4 REST OF APAC 131
11.5 REST OF THE WORLD (ROW) 132
TABLE 74 ROW: EDGE AI HARDWARE MARKET, BY DEVICE, 2017-2020 (THOUSAND UNITS) 132
TABLE 75 ROW: EDGE AI HARDWARE MARKET, BY DEVICE, 2021-2026 (THOUSAND UNITS) 132
TABLE 76 ROW: EDGE AI HARDWARE MARKET, BY REGION, 2017-2020 (MILLION UNITS) 133
TABLE 77 ROW: EDGE AI HARDWARE MARKET, BY REGION, 2021-2026 (MILLION UNITS) 133
11.5.1 MIDDLE EAST & AFRICA (MEA) 133
11.5.1.1 Saudi Arabia, Israel, and South Africa are expected to be the major contributors to the edge AI hardware market in MEA 133
11.5.2 SOUTH AMERICA 134
11.5.2.1 South America to account for a larger share of the edge AI hardware market in RoW 134

12 COMPETITIVE LANDSCAPE 135
12.1 INTRODUCTION 135
TABLE 78 COMPANIES ADOPTED PRODUCT LAUNCHES AND DEVELOPMENTS AS KEY GROWTH STRATEGIES FROM 2019 TO 2021 135
12.2 MARKET SHARE ANALYSIS, 2020 136
TABLE 79 EDGE AI HARDWARE MARKET: DEGREE OF COMPETITION 137
FIGURE 42 MARKET SHARE OF KEY COMPANIES IN THE EDGE AI HARDWARE MARKET, 2020 137
12.2.1 MARKET SHARE BY DEVICE TYPE 138
TABLE 80 EDGE AI HARDWARE MARKET: MARKET SHARE FOR SMARTPHONES 138
TABLE 81 EDGE AI HARDWARE MARKET: MARKET SHARE FOR CAMERAS 138
TABLE 82 EDGE AI HARDWARE MARKET: MARKET SHARE FOR ROBOTS 138
TABLE 83 EDGE AI HARDWARE MARKET: MARKET SHARE FOR WEARABLES 139
TABLE 84 EDGE AI HARDWARE MARKET: MARKET SHARE FOR SMART SPEAKERS 139
TABLE 85 EDGE AI HARDWARE MARKET: MARKET SHARE FOR SMART MIRRORS 139
TABLE 86 EDGE AI HARDWARE MARKET: MARKET SHARE FOR PROCESSOR VENDORS FOR PASSENGER VEHICLES 140
TABLE 87 EDGE AI HARDWARE MARKET: MARKET SHARE FOR PROCESSOR VENDORS FOR CAMERA 140
12.3 REVENUE ANALYSIS 142
FIGURE 43 5-YEAR REVENUE ANALYSIS FOR KEY COMPANIES, 2016-2020 (USD BILLION) 143
12.4 COMPETITIVE LEADERSHIP MAPPING 143
12.4.1 STARS 143
12.4.2 PERVASIVE PLAYERS 144
12.4.3 EMERGING LEADERS 144
12.4.4 PARTICIPANTS 144
FIGURE 44 EDGE AI HARDWARE MARKET (KEY PLAYERS): COMPETITIVE LEADERSHIP MAPPING, 2020 144
12.5 SME EVALUATION QUADRANT 145
12.5.1 PROGRESSIVE COMPANIES 145
12.5.2 RESPONSIVE COMPANIES 145
12.5.3 DYNAMIC COMPANIES 145
12.5.4 STARTING BLOCKS 145
FIGURE 45 EDGE AI HARDWARE MARKET (SME) EVALUATION QUADRANT, 2020 146
TABLE 88 COMPANY FOOTPRINT 147
TABLE 89 PRODUCT FOOTPRINT OF COMPANIES 148
TABLE 90 END-USER FOOTPRINT OF COMPANIES 149
TABLE 91 REGIONAL FOOTPRINT OF COMPANIES 150
12.6 COMPETITIVE SITUATIONS AND TRENDS 151
12.6.1 PRODUCT LAUNCHES 151
TABLE 92 EDGE AI HARDWARE MARKET: PRODUCT LAUNCHES, JANUARY 2019-MARCH 2021 151
12.6.2 DEALS 159

13 COMPANY PROFILES 166
(Business Overview, Products/Solutions/Services offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))* 13.1 INTRODUCTION 166
13.2 KEY PLAYERS 166
13.2.1 INTEL 166
TABLE 93 INTEL: BUSINESS OVERVIEW 166
FIGURE 46 INTEL: COMPANY SNAPSHOT 167
13.2.2 NVIDIA 171
TABLE 94 NVIDIA: BUSINESS OVERVIEW 171
FIGURE 47 NVIDIA: COMPANY SNAPSHOT 172
13.2.3 QUALCOMM TECHNOLOGIES 176
TABLE 95 QUALCOMM: BUSINESS OVERVIEW 176
FIGURE 48 QUALCOMM TECHNOLOGIES: COMPANY SNAPSHOT 177
13.2.4 HUAWEI TECHNOLOGIES CO., LTD. 183
TABLE 96 HUAWEI TECHNOLOGIES CO., LTD.: BUSINESS OVERVIEW 183
FIGURE 49 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT 184
13.2.5 SAMSUNG ELECTRONICS 187
TABLE 97 SAMSUNG ELECTRONICS: BUSINESS OVERVIEW 187
FIGURE 50 SAMSUNG ELECTRONICS: COMPANY SNAPSHOT 188
13.2.6 IBM 191
TABLE 98 IBM: BUSINESS OVERVIEW 191
FIGURE 51 IBM: COMPANY SNAPSHOT 192
13.2.7 MICRON TECHNOLOGY 195
TABLE 99 MICRON TECHNOLOGY: BUSINESS OVERVIEW 195
FIGURE 52 MICRON TECHNOLOGY: COMPANY SNAPSHOT 196
13.2.8 XILINX 199
TABLE 100 XILINX: BUSINESS OVERVIEW 199
FIGURE 53 XILINX: COMPANY SNAPSHOT 200
13.2.9 AMD 204
TABLE 101 AMD: BUSINESS OVERVIEW 204
FIGURE 54 AMD: COMPANY SNAPSHOT 205
13.2.10 GOOGLE 208
TABLE 102 GOOGLE: BUSINESS OVERVIEW 208
FIGURE 55 GOOGLE: COMPANY SNAPSHOT 209
13.2.11 MICROSOFT 213
TABLE 103 MICROSOFT: BUSINESS OVERVIEW 213
FIGURE 56 MICROSOFT: COMPANY SNAPSHOT 214
13.3 OTHER PLAYERS 217
13.3.1 IMAGINATION TECHNOLOGIES 217
13.3.2 CAMBRICON TECHNOLOGIES 218
13.3.3 TENSTORRENT 219
13.3.4 BLAIZE 219
13.3.5 GENERAL VISION 220
13.3.6 MYTHIC 220
13.3.7 ADAPTEVA INC. 221
13.3.8 MEDIATEK 222
13.3.9 APPLIED BRAIN RESEARCH 223
13.3.10 HORIZON ROBOTICS 224
13.3.11 CEVA 225
13.3.12 GRAPHCORE 226
13.3.13 SAMBANOVA 226
13.3.14 HALIO 227
13.3.15 VERIDIFY SECURITY INC. 228
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies. 14 APPENDIX 229
14.1 INSIGHTS OF INDUSTRY EXPERTS 229
14.2 DISCUSSION GUIDE 230
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL 233
14.4 AVAILABLE CUSTOMIZATIONS 235
14.5 RELATED REPORTS 235
14.6 AUTHOR DETAILS 236