TABLE OF CONTENTS
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 DEFINITION
1.3 STUDY SCOPE
1.3.1 INCLUSIONS & EXCLUSIONS
1.4 MARKETS COVERED
FIGURE 1 EDGE AI HARDWARE MARKET SEGMENTATION
1.4.1 YEARS CONSIDERED FOR THE STUDY
1.5 CURRENCY
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 2 MARKET: RESEARCH DESIGN
2.1.1 SECONDARY & PRIMARY RESEARCH
2.1.2 SECONDARY DATA
2.1.2.1 Key data from secondary sources
2.1.2.2 Secondary sources
2.1.3 PRIMARY DATA
2.1.3.1 Key data from primary sources
2.1.3.2 Breakdown of primary interviews
2.1.3.3 Primary sources
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Demand-side analysis
FIGURE 3 MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH
2.2.2 EDGE AI HARDWARE MARKET SIZE ESTIMATION: DEMAND-SIDE ANALYSIS
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS
2.2.3 TOP-DOWN APPROACH
2.2.3.1 Supply-side analysis
FIGURE 5 MARKET SIZE ESTIMATION: TOP-DOWN APPROACH
2.3 DATA TRIANGULATION
FIGURE 6 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 RISK ASSESSMENT
TABLE 1 ANALYSIS OF RISK FACTORS
3 EXECUTIVE SUMMARY
3.1 POST-COVID-19: REALISTIC SCENARIO
3.2 POST-COVID-19: OPTIMISTIC SCENARIO
3.3 POST-COVID-19: PESSIMISTIC SCENARIO
FIGURE 7 PRE- AND POST-COVID-19 SCENARIO ANALYSIS FOR THE EDGE AI HARDWARE MARKET, 2017–2026
FIGURE 8 SMARTPHONES SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2026
FIGURE 9 HEALTHCARE SEGMENT TO GROW AT THE HIGHEST CAGR FROM 2021 TO 2026
FIGURE 10 TRAINING SEGMENT TO GROW AT A HIGHER CAGR FROM 2021 TO 2026
FIGURE 11 NORTH AMERICA HELD THE LARGEST SHARE OF MARKET IN 2020, IN TERMS OF VOLUME
4 PREMIUM INSIGHTS
4.1 BRIEF OVERVIEW OF MARKET
FIGURE 12 MARKET TO WITNESS LUCRATIVE GROWTH OPPORTUNITIES FROM 2021 TO 2026
4.2 MARKET, BY DEVICE
FIGURE 13 SMARTPHONES TO HOLD THE LARGEST SHARE IN MARKET
4.3 MARKET, BY END USER
FIGURE 14 CONSUMER ELECTRONICS TO HAVE THE LARGEST SHARE BY END USER DURING 2021−2026
4.4 MARKET, BY FUNCTION
FIGURE 15 INFERENCE FUNCTION PROJECTED TO HOLD A LARGER SHARE OF THE MARKET IN 2026
4.5 GEOGRAPHICAL SNAPSHOT OF MARKET, 2021–2026
FIGURE 16 MEXICO TO GROW AT THE HIGHEST RATE FROM 2021 TO 2026 IN NORTH AMERICA
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 17 GROWTH IN DEMAND FOR LOW LATENCY AND REAL-TIME PROCESSING DRIVES THE EDGE AI HARDWARE MARKET
5.2.1 DRIVERS
5.2.1.1 Growth in demand for low latency and real-time processing on edge devices
5.2.1.2 Emergence of AI coprocessors for edge computing
5.2.1.3 Reduction in data storage and operations cost
5.2.1.4 Increase in enterprise workloads on the cloud
5.2.1.5 Rapid growth in the number of intelligent applications
FIGURE 18 IMPACT ANALYSIS: DRIVERS
5.2.2 RESTRAINTS
5.2.2.1 Limited on-device training
5.2.2.2 Limited number of AI experts
FIGURE 19 IMPACT ANALYSIS: RESTRAINTS
5.2.3 OPPORTUNITIES
5.2.3.1 Dedicated AI processors for on-device image analytics
5.2.3.2 Growth in demand for edge computing in IoT
5.2.3.3 Emergence of the 5G network to bring IT and telecom together
FIGURE 20 IMPACT ANALYSIS: OPPORTUNITIES
5.2.4 CHALLENGES
5.2.4.1 Power consumption and size constraint
5.2.4.2 Optimization of edge AI standards
FIGURE 21 IMPACT ANALYSIS: CHALLENGES
5.3 EVOLUTION
FIGURE 22 EVOLUTION OF EDGE AI
5.4 EDGE AI MARKET ECOSYSTEM
FIGURE 23 ECOSYSTEM OF EDGE AI
TABLE 2 MARKET ECOSYSTEM, BY KEY PLAYER
5.5 EDGE AI HARDWARE MARKET: COVID-19 IMPACT
5.6 CASE STUDY ANALYSIS
5.6.1 USE CASE 1: CREATING MOTION INTELLIGENCE WITH IMAGIMOB’S SENSORBEAT AI SOLUTION
5.6.2 USE CASE 2: USING IMAGIMOB’S SENSORBEAT AI SOFTWARE FOR PREDICTIVE MAINTENANCE IN MANUFACTURING
5.6.3 USE CASE 3: USING ANAGOG JEDAI 4.0 TO PERSONALIZE BANKING EXPERIENCE
5.6.4 USE CASE 4: USING HIGH-PERFORMANCE EMBEDDED COMPUTING (HPEC) SYSTEMS OF EUROTECH FOR AUTONOMOUS DRIVING
5.6.5 USE CASE 5: USING EDGE AI STARTER KIT OF BYTELAKE FOR THE DETECTION OF GROCERIES IN RETAIL
5.6.6 USE CASE 6: USING EDGE AI STARTER KIT OF BYTELAKE FOR TRAFFIC ANALYTICS USING VIDEO SURVEILLANCE
5.7 VALUE CHAIN ANALYSIS
FIGURE 24 VALUE CHAIN ANALYSIS
5.8 PRICING ANALYSIS
FIGURE 25 PRICING ANALYSIS
5.9 TECHNOLOGY ANALYSIS
5.9.1 EDGE AI AND INTERNET OF THINGS (IOT)
5.9.2 EDGE AI AND 5G
5.9.3 EDGE AI AND BLOCKCHAIN
5.10 PORTER’S FIVE FORCES ANALYSIS
FIGURE 26 PORTER’S FIVE FORCES ANALYSIS
TABLE 3 IMPACT OF PORTER’S FIVE FORCES ON THE MARKET, 2020
5.10.1 THREAT OF NEW ENTRANTS
5.10.2 THREAT OF SUBSTITUTES
5.10.3 BARGAINING POWER OF SUPPLIERS
5.10.4 BARGAINING POWER OF BUYERS
5.10.5 INTENSITY OF COMPETITIVE RIVALRY
5.11 PATENT ANALYSIS
FIGURE 27 PATENT ANALYSIS
TABLE 4 NOTICEABLE EDGE AI HARDWARE-RELATED PATENTS
5.11.1 INNOVATION AND PATENT REGISTRATIONS
TABLE 5 IMPORTANT INNOVATION AND PATENT REGISTRATIONS, 2019–2020
5.12 TARIFF AND REGULATORY LANDSCAPE
5.12.1 INTRODUCTION
5.12.2 GENERAL DATA PROTECTION REGULATION
5.12.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.12.4 FEDERAL TRADE COMMISSION
5.12.5 FEDERAL COMMUNICATIONS COMMISSION
5.12.6 ISO/IEC JTC 1/SC 42
5.13 REVENUE SHIFT AND NEW REVENUE POCKETS FOR THE EDGE AI HARDWARE MARKET
FIGURE 28 REVENUE SHIFT IN MARKET
5.14 TRADE ANALYSIS
TABLE 6 IMPORT DATA OF UNITS FOR ELECTRICAL APPARATUS FOR SWITCHING OR PROTECTING ELECTRICAL CIRCUITS, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 7 EXPORT DATA OF UNITS FOR ELECTRICAL APPARATUS FOR SWITCHING OR PROTECTING ELECTRICAL CIRCUITS, BY COUNTRY, 2017–2020 (USD MILLION)
6 EDGE AI HARDWARE MARKET, BY DEVICE
6.1 INTRODUCTION
FIGURE 29 WEARABLES EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 8 MARKET, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 9 MARKET, BY DEVICE, 2021–2026 (THOUSAND UNITS)
TABLE 10 MARKET, BY DEVICE, 2017–2020 (USD MILLION)
TABLE 11 MARKET, BY DEVICE, 2021–2026 (USD MILLION)
6.2 SMARTPHONES
6.2.1 SMARTPHONES TO DOMINATE THE MARKET DURING THE FORECAST PERIOD
TABLE 12 MARKET FOR SMARTPHONES, BY REGION, 2017–2020 (MILLION UNITS)
TABLE 13 MARKET FOR SMARTPHONES, BY REGION, 2021–2026 (MILLION UNITS)
6.3 SURVEILLANCE CAMERAS
6.3.1 PUBLIC SAFETY TO BE A MAJOR APPLICATION OF AI-BASED CAMERAS
TABLE 14 MARKET FOR SURVEILLANCE CAMERAS, BY END USER, 2017–2026 (THOUSAND UNITS)
TABLE 15 MARKET FOR SURVEILLANCE CAMERAS, BY END USER, 2021–2026 (THOUSAND UNITS)
TABLE 16 MARKET FOR SURVEILLANCE CAMERAS, BY REGION, 2017–2020 (MILLION UNITS)
FIGURE 30 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 17 MARKET FOR SURVEILLANCE CAMERAS, BY REGION, 2021–2026 (MILLION UNITS)
6.4 ROBOTS
6.4.1 ROBOTICS IS ONE OF THE FASTEST-GROWING MARKETS FOR EDGE AI HARDWARE
TABLE 18 MARKET FOR DRONES, BY END USER, 2017–2020 (THOUSAND UNITS)
TABLE 19 EDGE AI HARDWARE MARKET FOR DRONES, BY END USER, 2021–2026 (THOUSAND UNITS)
TABLE 20 MARKET FOR ROBOTS, BY REGION, 2017–2020 (THOUSAND UNITS)
TABLE 21 MARKET FOR ROBOTS, BY REGION, 2021–2026 (THOUSAND UNITS)
6.5 WEARABLES
6.5.1 EYEWEAR EXPECTED TO BE A MAJOR MARKET FOR EDGE AI HARDWARE IN WEARABLES
TABLE 22 MARKET FOR WEARABLES, BY END USER, 2017–2020 (THOUSAND UNITS)
TABLE 23 MARKET FOR WEARABLES, BY END USER, 2021–2026 (THOUSAND UNITS)
TABLE 24 MARKET FOR WEARABLES, BY REGION, 2017–2020 (THOUSAND UNITS)
FIGURE 31 NORTH AMERICA TO DOMINATE THE MARKET DURING THE FORECAST PERIOD
TABLE 25 MARKET FOR WEARABLES, BY REGION, 2021–2026 (THOUSAND UNITS)
6.6 EDGE SERVERS
6.6.1 EDGE AI SERVERS HAVE SIGNIFICANT GROWTH OPPORTUNITIES IN ENTERPRISE AND INDUSTRIAL SECTOR
TABLE 26 MARKET FOR EDGE SERVERS, BY REGION, 2017–2020 (THOUSAND UNITS)
TABLE 27 MARKET FOR EDGE SERVERS, BY REGION, 2021–2026 (THOUSAND UNITS)
6.7 SMART SPEAKERS
6.7.1 SMART SPEAKERS ARE NOW USED TO CONTROL SMART HOME PRODUCTS
TABLE 28 MARKET FOR SMART SPEAKERS, BY REGION, 2017–2020 (MILLION UNITS)
TABLE 29 MARKET FOR SMART SPEAKERS, BY REGION, 2021–2026 (MILLION UNITS)
6.8 AUTOMOTIVE
6.8.1 SEMI-AUTONOMOUS AND AUTONOMOUS VEHICLES TO DRIVE THE MARKET FOR AUTOMOTIVE
TABLE 30 MARKET FOR AUTOMOTIVE, BY REGION, 2017–2020 (THOUSAND UNITS)
TABLE 31 MARKET FOR AUTOMOTIVE, BY REGION, 2021–2026 (THOUSAND UNITS)
6.9 SMART MIRRORS
6.9.1 RETAIL TO BE A MAJOR INDUSTRY FOR SMART MIRRORS
TABLE 32 MARKET FOR SMART MIRRORS, BY REGION, 2017–2020 (THOUSAND UNITS)
TABLE 33 EDGE AI HARDWARE MARKET FOR SMART MIRRORS, BY REGION, 2021–2026 (THOUSAND UNITS)
7 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION
7.1 INTRODUCTION
FIGURE 32 DEVICES WITH LESS THAN 1W EXPECTED TO ACCOUNT FOR THE FASTEST GROWTH DURING THE FORECAST PERIOD
TABLE 34 MARKET, BY POWER CONSUMPTION, 2017–2020 (MILLION UNITS)
TABLE 35 MARKET, BY POWER CONSUMPTION, 2021–2026 (MILLION UNITS)
7.2 LESS THAN 1W
7.2.1 WEARABLES EXPECTED TO BE THE MAJOR CONTRIBUTORS TO THE MARKET FOR LESS THAN 1W OF POWER CONSUMPTION
7.3 1–3W
7.3.1 SMARTPHONES TO DOMINATE THE EDGE AI HARDWARE MARKET FOR 1–3W
7.4 3–5W
7.4.1 SMART SPEAKERS EXPECTED TO LEAD THE MARKET FOR 3–5W
7.5 5–10W
7.5.1 SURVEILLANCE CAMERAS AND DRONES EXPECTED TO BE MAJOR CONTRIBUTORS TO MARKET FOR 5–10W
7.6 MORE THAN 10W
7.6.1 AUTOMOTIVE EXPECTED TO GROW AT THE HIGHEST RATE IN MARKET FOR 5–10W
8 EDGE AI HARDWARE MARKET, BY PROCESSOR
8.1 INTRODUCTION
FIGURE 33 MARKET FOR GPU TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 36 MARKET, BY PROCESSOR, 2017–2020 (MILLION UNITS)
TABLE 37 MARKET, BY PROCESSOR, 2021–2026 (MILLION UNITS)
8.2 CPU
8.2.1 CPU TO HOLD THE LARGEST SHARE OF MARKET FOR PROCESSORS
8.3 GPU
8.3.1 AUTOMOTIVE AND ROBOTICS TO BE MAJOR MARKETS FOR GPU
8.4 ASIC
8.4.1 CPU TO BE REPLACED BY ASIC FOR AI-BASED APPLICATIONS
8.5 OTHERS
9 EDGE AI HARDWARE MARKET, BY FUNCTION
9.1 INTRODUCTION
FIGURE 34 INFERENCE TO HOLD A LARGER SHARE IN THE MARKET DURING THE FORECAST PERIOD
TABLE 38 MARKET, BY FUNCTION, 2017–2020 (MILLION UNITS)
TABLE 39 MARKET, BY FUNCTION, 2021–2026 (MILLION UNITS)
9.2 TRAINING
9.2.1 TRAINING IS MOSTLY DONE ON THE CLOUD
9.3 INFERENCE
9.3.1 DEVELOPMENT OF EFFICIENT PROCESSORS TO DRIVE THE EDGE INFERENCE MARKET
10 EDGE AI HARDWARE MARKET, BY END USER
10.1 INTRODUCTION
TABLE 40 MARKET, BY END USER, 2017–2020 (THOUSAND UNITS)
FIGURE 35 CONSUMER ELECTRONICS TO HOLD THE LARGEST SHARE OF THE MARKET DURING THE FORECAST PERIOD
TABLE 41 MARKET, BY END USER, 2021–2026 (THOUSAND UNITS)
10.2 CONSUMER ELECTRONICS
10.2.1 SMARTPHONES ARE MAJOR CONTRIBUTORS TO THE MARKET IN CONSUMER ELECTRONICS
TABLE 42 MARKET FOR CONSUMER ELECTRONICS, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 43 MARKET FOR CONSUMER ELECTRONICS, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.2.2 SMARTPHONES
10.2.3 WEARABLES
10.2.4 ENTERTAINMENT ROBOTS
10.3 SMART HOME
10.3.1 SMART SPEAKERS ARE MAJOR CONTRIBUTORS OF EDGE AI HARDWARE IN SMART HOMES
TABLE 44 EDGE AI HARDWARE MARKET FOR SMART HOME, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 45 MARKET FOR SMART HOME, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.3.2 SMART SPEAKERS
10.3.3 SMART CAMERAS
10.3.4 DOMESTIC ROBOTS
10.4 AUTOMOTIVE & TRANSPORTATION
10.4.1 VEHICLE NUMBER PLATE RECOGNITION, VEHICLE COUNT, AND VEHICLE RECOGNITION TO BE MAJOR APPLICATIONS OF CAMERAS IN AUTOMOTIVE
TABLE 46 MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 47 MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.4.2 AUTOMOTIVE
10.4.3 SURVEILLANCE CAMERAS
10.4.4 LOGISTICS ROBOTS
10.5 GOVERNMENT
10.5.1 SURVEILLANCE CAMERAS TO BE THE MAJOR CONTRIBUTORS OF EDGE AI HARDWARE IN GOVERNMENTS
TABLE 48 EDGE AI HARDWARE MARKET FOR GOVERNMENTS, BY DEVICE, 2017–2020 (THOUSAND UNITS)
FIGURE 36 SURVEILLANCE CAMERAS TO HOLD A LARGER SHARE IN THE MARKET DURING THE FORECAST PERIOD
TABLE 49 MARKET FOR GOVERNMENTS, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.5.2 SURVEILLANCE CAMERAS
10.5.3 DRONES
10.6 HEALTHCARE
10.6.1 WEARABLES TO DOMINATE THE MARKET IN HEALTHCARE
TABLE 50 MARKET FOR HEALTHCARE, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 51 MARKET FOR HEALTHCARE, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.6.2 MEDICAL ROBOTS
10.6.3 WEARABLES
10.7 INDUSTRIAL
10.7.1 MACHINE VISION EXPECTED TO DRIVE THE EDGE AI HARDWARE MARKET IN THE INDUSTRIAL SECTOR
TABLE 52 MARKET FOR INDUSTRIAL, BY DEVICE, 2017–2020 (THOUSAND UNITS)
FIGURE 37 INDUSTRIAL ROBOTS TO GROW AT THE HIGHEST RATE IN MARKET DURING THE FORECAST PERIOD
TABLE 53 MARKET FOR INDUSTRIAL, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.7.2 INDUSTRIAL ROBOTS
10.7.3 DRONES
10.7.4 CAMERAS
10.8 AEROSPACE & DEFENSE
10.8.1 SERVICE ROBOTS TO DRIVE THE MARKET IN THE AEROSPACE INDUSTRY
TABLE 54 MARKET FOR AEROSPACE & DEFENSE, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 55 MARKET FOR AEROSPACE & DEFENSE, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.9 CONSTRUCTION
10.9.1 DRONES TO DRIVE THE MARKET IN THE CONSTRUCTION INDUSTRY
TABLE 56 MARKET FOR CONSTRUCTION, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 57 MARKET FOR CONSTRUCTION, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.9.2 SERVICE ROBOTS
10.9.3 DRONES
10.10 OTHERS
TABLE 58 EDGE AI HARDWARE MARKET FOR OTHER END USERS, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 59 MARKET FOR OTHER END USERS, BY DEVICE, 2021–2026 (THOUSAND UNITS)
10.10.1 SURVEILLANCE CAMERAS
10.10.2 ROBOTS
10.10.3 WEARABLES
10.10.4 SMART MIRRORS
11 GEOGRAPHIC ANALYSIS
11.1 INTRODUCTION
FIGURE 38 MARKET, BY GEOGRAPHY
TABLE 60 MARKET, BY REGION, 2017–2020 (MILLION UNITS)
TABLE 61 MARKET, BY REGION, 2021–2026 (MILLION UNITS)
11.2 NORTH AMERICA
FIGURE 39 SNAPSHOT OF THE MARKET IN NORTH AMERICA
TABLE 62 NORTH AMERICA: MARKET, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 63 NORTH AMERICA: MARKET, BY DEVICE, 2021–2026 (THOUSAND UNITS)
TABLE 64 NORTH AMERICA: MARKET, BY COUNTRY, 2017–2020 (MILLION UNITS)
TABLE 65 NORTH AMERICA: MARKET, BY COUNTRY, 2021–2026 (MILLION UNITS)
11.2.1 US
11.2.1.1 US to drive the edge AI hardware market in North America
11.2.2 CANADA
11.2.2.1 Canada holds significant opportunities for edge AI hardware in North America
11.2.3 MEXICO
11.2.3.1 Mexico to Exhibit the Fastest Growth in Edge AI hardware in North America
11.3 EUROPE
FIGURE 40 SNAPSHOT OF THE MARKET IN EUROPE
TABLE 66 EUROPE: MARKET, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 67 EUROPE: MARKET, BY DEVICE, 2021–2026 (THOUSAND UNITS)
TABLE 68 EUROPE: MARKET, BY COUNTRY, 2017–2020 (MILLION UNITS)
TABLE 69 EUROPE: MARKET, BY COUNTRY, 2021–2026 (MILLION UNITS)
11.3.1 GERMANY
11.3.1.1 Germany is one of the fastest-growing markets for edge AI hardware in Europe
11.3.2 UK
11.3.2.1 The UK to dominate the edge AI hardware market in Europe
11.3.3 FRANCE
11.3.3.1 Growing demand for surveillance to drive market in France
11.3.4 REST OF EUROPE (ROE)
11.4 ASIA PACIFIC (APAC)
FIGURE 41 SNAPSHOT OF THE MARKET IN APAC
TABLE 70 APAC: MARKET, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 71 APAC: MARKET, BY DEVICE, 2021–2026 (THOUSAND UNITS)
TABLE 72 APAC: MARKET, BY COUNTRY, 2017–2020 (MILLION UNITS)
TABLE 73 APAC: MARKET, BY COUNTRY, 2021–2026 (MILLION UNITS)
11.4.1 CHINA
11.4.1.1 AI-based surveillance to drive the market in China
11.4.2 JAPAN
11.4.2.1 Robotics to drive the edge AI hardware market in Japan
11.4.3 SOUTH KOREA
11.4.3.1 Government initiatives to drive the market in Japan
11.4.4 REST OF APAC
11.5 REST OF THE WORLD (ROW)
TABLE 74 ROW: MARKET, BY DEVICE, 2017–2020 (THOUSAND UNITS)
TABLE 75 ROW: MARKET, BY DEVICE, 2021–2026 (THOUSAND UNITS)
TABLE 76 ROW: MARKET, BY REGION, 2017–2020 (MILLION UNITS)
TABLE 77 ROW: MARKET, BY REGION, 2021–2026 (MILLION UNITS)
11.5.1 MIDDLE EAST & AFRICA (MEA)
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
11.5.2 SOUTH AMERICA
11.5.2.1 South America to account for a larger share of the market in RoW
12 COMPETITIVE LANDSCAPE
12.1 INTRODUCTION
TABLE 78 COMPANIES ADOPTED PRODUCT LAUNCHES AND DEVELOPMENTS AS KEY GROWTH STRATEGIES FROM 2019 TO 2021
12.2 MARKET SHARE ANALYSIS, 2020
TABLE 79 EDGE AI HARDWARE MARKET: DEGREE OF COMPETITION
FIGURE 42 MARKET SHARE OF KEY COMPANIES IN THE MARKET, 2020
12.2.1 MARKET SHARE BY DEVICE TYPE
TABLE 80 MARKET SHARE FOR SMARTPHONES
TABLE 81 MARKET SHARE FOR CAMERAS
TABLE 82 MARKET SHARE FOR ROBOTS
TABLE 83 MARKET SHARE FOR WEARABLES
TABLE 84 MARKET SHARE FOR SMART SPEAKERS
TABLE 85 MARKET SHARE FOR SMART MIRRORS
TABLE 86 MARKET SHARE FOR PROCESSOR VENDORS FOR PASSENGER VEHICLES
TABLE 87 EDGE AI HARDWARE MARKET: MARKET SHARE FOR PROCESSOR VENDORS FOR CAMERA
12.3 REVENUE ANALYSIS
FIGURE 43 5-YEAR REVENUE ANALYSIS FOR KEY COMPANIES, 2016–2020 (USD BILLION)
12.4 COMPETITIVE LEADERSHIP MAPPING
12.4.1 STARS
12.4.2 PERVASIVE PLAYERS
12.4.3 EMERGING LEADERS
12.4.4 PARTICIPANTS
FIGURE 44 MARKET (KEY PLAYERS): COMPETITIVE LEADERSHIP MAPPING, 2020
12.5 SME EVALUATION QUADRANT
12.5.1 PROGRESSIVE COMPANIES
12.5.2 RESPONSIVE COMPANIES
12.5.3 DYNAMIC COMPANIES
12.5.4 STARTING BLOCKS
FIGURE 45 EDGE AI HARDWARE MARKET (SME) EVALUATION QUADRANT, 2020
TABLE 88 COMPANY FOOTPRINT
TABLE 89 PRODUCT FOOTPRINT OF COMPANIES
TABLE 90 END-USER FOOTPRINT OF COMPANIES
TABLE 91 REGIONAL FOOTPRINT OF COMPANIES
12.6 COMPETITIVE SITUATIONS AND TRENDS
12.6.1 PRODUCT LAUNCHES
TABLE 92 MARKET: PRODUCT LAUNCHES, JANUARY 2019–MARCH 2021
12.6.2 DEALS
13 COMPANY PROFILES
(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
13.2 KEY PLAYERS
13.2.1 INTEL
TABLE 93 INTEL: BUSINESS OVERVIEW
FIGURE 46 INTEL: COMPANY SNAPSHOT
13.2.2 NVIDIA
TABLE 94 NVIDIA: BUSINESS OVERVIEW
FIGURE 47 NVIDIA: COMPANY SNAPSHOT
13.2.3 QUALCOMM TECHNOLOGIES
TABLE 95 QUALCOMM: BUSINESS OVERVIEW
FIGURE 48 QUALCOMM TECHNOLOGIES: COMPANY SNAPSHOT
13.2.4 HUAWEI TECHNOLOGIES CO., LTD.
TABLE 96 HUAWEI TECHNOLOGIES CO., LTD.: BUSINESS OVERVIEW
FIGURE 49 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT
13.2.5 SAMSUNG ELECTRONICS
TABLE 97 SAMSUNG ELECTRONICS: BUSINESS OVERVIEW
FIGURE 50 SAMSUNG ELECTRONICS: COMPANY SNAPSHOT
13.2.6 IBM
TABLE 98 IBM: BUSINESS OVERVIEW
FIGURE 51 IBM: COMPANY SNAPSHOT
13.2.7 MICRON TECHNOLOGY
TABLE 99 MICRON TECHNOLOGY: BUSINESS OVERVIEW
FIGURE 52 MICRON TECHNOLOGY: COMPANY SNAPSHOT
13.2.8 XILINX
TABLE 100 XILINX: BUSINESS OVERVIEW
FIGURE 53 XILINX: COMPANY SNAPSHOT
13.2.9 AMD
TABLE 101 AMD: BUSINESS OVERVIEW
FIGURE 54 AMD: COMPANY SNAPSHOT
13.2.10 GOOGLE
TABLE 102 GOOGLE: BUSINESS OVERVIEW
FIGURE 55 GOOGLE: COMPANY SNAPSHOT
13.2.11 MICROSOFT
TABLE 103 MICROSOFT: BUSINESS OVERVIEW
FIGURE 56 MICROSOFT: COMPANY SNAPSHOT
13.3 OTHER PLAYERS
13.3.1 IMAGINATION TECHNOLOGIES
13.3.2 CAMBRICON TECHNOLOGIES
13.3.3 TENSTORRENT
13.3.4 BLAIZE
13.3.5 GENERAL VISION
13.3.6 MYTHIC
13.3.7 ADAPTEVA INC.
13.3.8 MEDIATEK
13.3.9 APPLIED BRAIN RESEARCH
13.3.10 HORIZON ROBOTICS
13.3.11 CEVA
13.3.12 GRAPHCORE
13.3.13 SAMBANOVA
13.3.14 HALIO
13.3.15 VERIDIFY SECURITY INC.
*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
14.1 INSIGHTS OF INDUSTRY EXPERTS
14.2 DISCUSSION GUIDE
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.4 AVAILABLE CUSTOMIZATIONS
14.5 RELATED REPORTS
14.6 AUTHOR DETAILS
