AI in Computer Vision Market With Covid-19 Impact by Component, Machine Learning Models, Function, Application (Industrial, Non-Industrial), End-Use Industry (Security & Surveillance, Consumer Electronics) and Geography - Global Forecast to 2026

Table of Contents

1.... INTRODUCTION

1.1             STUDY OBJECTIVES
1.2             MARKET DEFINITION
1.2.1              INCLUSIONS AND EXCLUSIONS
1.3             STUDY SCOPE
1.3.1              MARKETS COVERED.. 33
・       FIGURE 1....... SEGMENTATION OF AI IN COMPUTER VISION MARKET
1.3.2              GEOGRAPHIC SCOPE. 34
1.3.3              YEARS CONSIDERED.. 34
1.4             CURRENCY
1.5             LIMITATIONS
1.6             STAKEHOLDERS
1.7             SUMMARY OF CHANGES

2.... RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・       FIGURE 2...... AI IN COMPUTER VISION MARKET: RESEARCH DESIGN
2.1.1              SECONDARY DATA
2.1.1.1            MAJOR SECONDARY SOURCES
2.1.1.2            KEY DATA FROM SECONDARY SOURCES
2.1.2              PRIMARY DATA
2.1.2.1            PRIMARY INTERVIEWS WITH EXPERTS
2.1.2.2            KEY DATA FROM PRIMARY SOURCES
2.1.2.3            KEY INDUSTRY INSIGHTS
2.1.2.4            BREAKDOWN OF PRIMARIES
2.1.3              SECONDARY AND PRIMARY RESEARCH
2.2             MARKET SIZE ESTIMATION
・       FIGURE 3............... RESEARCH FLOW OF MARKET SIZE ESTIMATION
2.2.1              BOTTOM-UP APPROACH
・       FIGURE 4. MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE FROM SALES OF AI COMPUTER VISION PRODUCTS AND SOLUTIONS
・       FIGURE 5.... MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
・       FIGURE 6.............................................. TOP-DOWN APPROACH.. 45
2.3             MARKET BREAKDOWN AND DATA TRIANGULATION
・       FIGURE 7............................................... DATA TRIANGULATION
2.4             RESEARCH ASSUMPTIONS
2.5             RISK ASSESSMENT
・       TABLE 1............................................... RISK FACTOR ANALYSIS
2.6             FORECASTING ASSUMPTIONS
2.7             COMPETITIVE LEADERSHIP MAPPING METHODOLOGY
・       TABLE 2................................................. EVALUATION CRITERIA
2.7.1              VENDOR INCLUSION CRITERIA
2.8             LIMITATIONS OF THE STUDY

3.... EXECUTIVE SUMMARY

・       FIGURE 8.. SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE BY 2026
・       FIGURE 9........ AI IN COMPUTER VISION MARKET FOR INFERENCE TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
・       FIGURE 10..... SUPERVISED LEARNING SEGMENT TO HOLD LARGEST SHARE IN AI COMPUTER VISION MARKET DURING FORECAST PERIOD
・       FIGURE 11......... NON-INDUSTRIAL SEGMENT TO ACCOUNT LARGER MARKET SHARE IN AI COMPUTER VISION MARKET DURING FORECAST PERIOD
・       FIGURE 12... CONSUMER ELECTRONICS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE WHILE HEALTHCARE TO EXHIBIT HIGHEST CAGR BY 2026
・       FIGURE 13...... AI IN COMPUTER VISION MARKET IN ASIA PACIFIC TO WITNESS HIGHEST GROWTH BY 2026
3.1             IMPACT ANALYSIS OF COVID-19 ON AI IN COMPUTER VISION MARKET
・       FIGURE 14..... AI IN COMPUTER VISION MARKET SIZE IN OPTIMISTIC, PESSIMISTIC, AND REALISTIC SCENARIOS
・       TABLE 3............... AI IN COMPUTER VISION MARKET, BY SCENARIO,
2018–2026 (USD MILLION)
3.1.1              OPTIMISTIC SCENARIO
3.1.2              REALISTIC SCENARIO
3.1.3              PESSIMISTIC SCENARIO

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE OPPORTUNITIES IN AI IN COMPUTER VISION MARKET
・       FIGURE 15....... GOVERNMENT INITIATIVES TO SUPPORT INDUSTRIAL AUTOMATION TO CREATE ATTRACTIVE GROWTH OPPORTUNITIES FOR AI IN COMPUTER VISION MARKET
4.2             AI IN COMPUTER VISION MARKET, BY APPLICATION
・       FIGURE 16............. NON-INDUSTRIAL SEGMENT TO DOMINATE AI IN COMPUTER VISION MARKET BETWEEN 2021 AND 2026
4.3             AI IN COMPUTER VISION MARKET, BY HARDWARE PROCESSOR COMPONENT
・       FIGURE 17........... CPU SEGMENT TO HOLD LARGEST SHARE OF AI IN COMPUTER VISION MARKET BY 2026
4.4             AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY
・       FIGURE 18.. CONSUMER ELECTRONICS SEGMENT TO HOLD LARGEST SHARE OF AI IN COMPUTER VISION MARKET BY 2026
4.5             AI IN COMPUTER VISION MARKET, BY REGION
・       FIGURE 19... APAC TO REGISTER HIGHEST CAGR IN AI IN COMPUTER VISION MARKET BETWEEN 2021 AND 2026

5.... MARKET OVERVIEW

5.1             INTRODUCTION
5.2             MARKET DYNAMICS
・       FIGURE 20.... MARKET DYNAMICS: AI IN COMPUTER VISION MARKET
5.2.1              DRIVERS
5.2.1.1            GROWING NEED FOR QUALITY INSPECTION AND AUTOMATION
5.2.1.2            INCREASING DEMAND FOR COMPUTER VISION SYSTEMS IN NON-TRADITIONAL AND EMERGING APPLICATIONS
・       FIGURE 21... INVESTMENTS IN AUGMENTED REALITY BETWEEN 2020 AND 2025
5.2.1.3            GROWING IMPACT OF AI ON MACHINE VISION
・       FIGURE 22........... REDUCTION IN ERROR RATES USING AI-ENABLED COMPUTER VISION SYSTEMS IN HEALTHCARE
5.2.1.4            RISING NEED FOR APPLICATION-SPECIFIC INTEGRATED CIRCUITS (ASICS)
5.2.2              RESTRAINTS
5.2.2.1            INCREASING SECURITY CONCERNS RELATED TO CLOUD-BASED IMAGE PROCESSING AND ANALYTICS
5.2.2.2            LOW AWARENESS AND TECHNICAL KNOWLEDGE
5.2.2.3            LACK OF SKILLED PROFESSIONALS IN MANUFACTURING FACTORIES
・       FIGURE 23.... UNDERQUALIFIED WORKERS IN VARIOUS COUNTRIES, 2019
5.2.3              OPPORTUNITIES
5.2.3.1            INCREASING MANUFACTURING OF HYBRID AND ELECTRIC CARS
・       FIGURE 24......... INCREASING DEMAND FOR HYBRID AND ELECTRIC VEHICLES BETWEEN
2020 AND 2040
5.2.3.2            GOVERNMENT INITIATIVES TO BOOST DEVELOPMENT OF AI-RELATED TECHNOLOGIES
5.2.3.3            INCREASING DEMAND FOR ARTIFICIAL INTELLIGENCE (AI) IN MACHINE VISION
5.2.3.4            DEVELOPMENT OF MACHINE LEARNING PERTAINING TO VISION TECHNOLOGY
5.2.3.5            INCREASED COMPUTING CAPACITY OF AI-BASED GPUS
・       FIGURE 25 COMPUTING COST AND MEMORY COMPARISON OF GPUS
5.2.3.6            INTEGRATING AI INTO EDGE DEVICES
5.2.4              CHALLENGES
5.2.4.1            PREMIUM PRICING OF AI HARDWARE
5.2.4.2            LACK OF USER AWARENESS PERTAINING TO RAPIDLY CHANGING MACHINE VISION TECHNOLOGY
5.3             VALUE CHAIN ANALYSIS
・       FIGURE 26.......... VALUE CHAIN ANALYSIS: AI IN COMPUTER VISION
5.4             REVENUE SHIFT AND NEW REVENUE POCKETS FOR AI IN COMPUTER VISION MARKET
・       FIGURE 27....... REVENUE SHIFT IN AI IN COMPUTER VISION MARKET
5.5             ECOSYSTEM
・       FIGURE 28.............. AI IN COMPUTER VISION MARKET ECOSYSTEM
・       TABLE 4........... ROLE OF COMPANIES IN ECOSYSTEM/VALUE CHAIN
5.6             PORTER’S FIVE FORCES ANALYSIS
・       TABLE 5... AI IN COMPUTER VISION MARKET: PORTER’S FIVE FORCES ANALYSIS
・       FIGURE 29....... PORTER’S FIVE FORCES ANALYSIS: AI IN COMPUTER VISION MARKET
5.6.1              COMPETITIVE RIVALRY
5.6.2              THREAT OF NEW ENTRANTS
5.6.3              BARGAINING POWER OF SUPPLIERS
5.6.4              BARGAINING POWER OF BUYERS
5.6.5              THREAT OF SUBSTITUTES
5.7             USE CASES
5.7.1              VULCAN AI USES AI VISION AND DEEP LEARNING TO CREATE SAFER WORKPLACE
5.7.2              AUTOMATED WELD DEFECT DETECTION AND ROBOT ACTUATION FOR MANUFACTURERS
5.7.3              RETAIL: CUSTOMER BEHAVIOR TRACKING
5.7.4              PUBLIC HEALTH: IMAGE SEGMENTATION OF SCAN
5.7.5              AUTOMOTIVE INDUSTRY: OBJECT RECOGNITION AND CLASSIFICATION IN TRAFFIC
5.8             TECHNOLOGY ANALYSIS
5.8.1              COGNITIVE ROBOTS
5.8.2              INTERNET OF THINGS
5.8.3              ANALYSIS OF AI CHIP AND PROCESSORS TECHNOLOGY
・       TABLE 6..................................... COMPARISON OF AI CHIP TYPES
5.8.4              CAMERA TECHNOLOGY. 82
・       TABLE 7 AI IN COMPUTER VISION CAMERA MARKET, BY FRAME RATE,
2018–2020 (MILLION UNITS)
・       TABLE 8 AI IN COMPUTER VISION CAMERA MARKET, BY FRAME RATE,
2021–2026 (MILLION UNITS)
5.8.4.1            FRAME RATE
5.8.4.1.1            <25 FPS
5.8.4.1.2            25–125 FPS
5.8.4.1.3            >125 FPS
5.8.4.2            RESOLUTION
5.8.4.2.1            >=40 MP
5.8.4.2.2            20–39 MP
5.8.4.2.3            6–19 MP
5.8.4.2.4            >2–5 MP
5.8.4.2.5            <2 MP
・       TABLE 9...... AI IN COMPUTER VISION CAMERA MARKET, BY CAMERA RESOLUTION, 2018–2020 (MILLION UNITS)
・       TABLE 10.... AI IN COMPUTER VISION CAMERA MARKET, BY CAMERA RESOLUTION, 2021–2026 (MILLION UNITS)
5.9             INDUSTRY TRENDS
5.10          PRICING ANALYSIS
・       TABLE 11 PRICING ANALYSIS FOR AI COMPUTER VISION PROCESSOR
・       FIGURE 30............................ AVERAGE SELLING PRICE ANALYSIS
・       TABLE 12......... SUBSCRIPTION-BASED COMPUTER VISION PRICING
5.11          PATENTS ANALYSIS
・       FIGURE 31................................................. PATENTS ANALYSIS.. 87
・       TABLE 13 IMPORTANT PATENTS RELATED TO AI IN COMPUTER VISION
5.12          MARKET REGULATIONS
5.13          TRADE ANALYSIS
・       TABLE 14.. EXPORTS DATA, BY COUNTRY, 2015–2019 (USD MILLION)
・       FIGURE 32....... EXPORTS DATA FOR HS CODE 854231 FOR TOP FIVE COUNTRIES IN AI IN COMPUTER VISION MARKET, 2015–2019 (THOUSAND UNITS)
・       TABLE 15. IMPORTS DATA, BY COUNTRY, 2015–2019 (USD MILLION)
・       FIGURE 33....... IMPORTS DATA FOR HS CODE 854231 FOR TOP FIVE COUNTRIES IN AI IN COMPUTER VISION MARKET, 2015–2019 (THOUSAND UNITS)

6.... AI IN COMPUTER VISION MARKET, BY COMPONENT

6.1             INTRODUCTION
・       FIGURE 34......... AI IN COMPUTER VISION MARKET, BY COMPONENT
・       FIGURE 35..... SOFTWARE TO ACCOUNT FOR LARGER SHARE OF AI IN COMPUTER VISION MARKET BY 2026
・       TABLE 16.......... AI IN COMPUTER VISION MARKET, BY COMPONENT,
2018–2020 (USD MILLION)
・       TABLE 17.......... AI IN COMPUTER VISION MARKET, BY COMPONENT,
2021–2026 (USD MILLION)
6.2             HARDWARE
6.2.1              THE GROWING DEPLOYMENT OF AI INFRASTRUCTURE IS EXPECTED TO PLAY A KEY ROLE IN GROWTH OF HARDWARE SEGMENT
・       FIGURE 36.......... AI IN COMPUTER VISION MARKET: BY HARDWARE
・       TABLE 18............ AI IN COMPUTER VISION MARKET, BY HARDWARE,
2018–2020 (USD MILLION)
・       TABLE 19............ AI IN COMPUTER VISION MARKET, BY HARDWARE,
2021–2026 (USD MILLION)
・       TABLE 20....... AI IN COMPUTER VISION MARKET FOR HARDWARE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 21....... AI IN COMPUTER VISION MARKET FOR HARDWARE, BY REGION,
2021–2026 (USD MILLION)
6.2.2              PROCESSOR
・       TABLE 22.... AI IN COMPUTER VISION MARKET, BY PROCESSOR TYPE,
2018–2020 (MILLION UNITS)
・       TABLE 23.... AI IN COMPUTER VISION MARKET, BY PROCESSOR TYPE,
2021–2026 (MILLION UNITS)
・       TABLE 24.... AI IN COMPUTER VISION MARKET, BY PROCESSOR TYPE,
2018–2020 (USD MILLION)
・       TABLE 25.... AI IN COMPUTER VISION MARKET, BY PROCESSOR TYPE,
2021–2026 (USD MILLION)
・       TABLE 26.... AI IN COMPUTER VISION MARKET FOR PROCESSORS, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 27.... AI IN COMPUTER VISION MARKET FOR PROCESSORS, BY REGION,
2021–2026 (USD MILLION)
6.2.2.1            CPU
・       TABLE 28..... AI IN COMPUTER VISION MARKET FOR CPU, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 29..... AI IN COMPUTER VISION MARKET FOR CPU, BY REGION,
2021–2026 (USD MILLION)
6.2.2.2            GPU
・       TABLE 30..... AI IN COMPUTER VISION MARKET FOR GPU, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 31..... AI IN COMPUTER VISION MARKET FOR GPU, BY REGION,
2021–2026 (USD MILLION)
6.2.2.3            ASIC
・       TABLE 32.... AI IN COMPUTER VISION MARKET FOR ASIC, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 33.... AI IN COMPUTER VISION MARKET FOR ASIC, BY REGION,
2021–2026 (USD MILLION)
6.2.2.4            FPGA
・       TABLE 34... AI IN COMPUTER VISION MARKET FOR FPGA, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 35... AI IN COMPUTER VISION MARKET FOR FPGA, BY REGION,
2021–2026 (USD MILLION)
6.2.3              MEMORY
・       TABLE 36.......... AI IN COMPUTER VISION MARKET FOR MEMORY, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 37.......... AI IN COMPUTER VISION MARKET FOR MEMORY, BY REGION,
2021–2026 (USD MILLION)
6.2.4              STORAGE
・       TABLE 38......... AI IN COMPUTER VISION MARKET FOR STORAGE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 39......... AI IN COMPUTER VISION MARKET FOR STORAGE, BY REGION,
2021–2026 (USD MILLION)
6.3             SOFTWARE
6.3.1              USE OF AI SOLUTIONS TO REDUCE VOLUME AND COMPLEXITY OF DATA WILL LEAD TO GROWTH OF SOFTWARE SEGMENT
・       FIGURE 37........... AI IN COMPUTER VISION MARKET, BY SOFTWARE
・       TABLE 40............ AI IN COMPUTER VISION MARKET, BY SOFTWARE,
2018–2020 (USD MILLION)
・       TABLE 41............ AI IN COMPUTER VISION MARKET, BY SOFTWARE,
2021–2026 (USD MILLION)
・       TABLE 42........ AI IN COMPUTER VISION MARKET FOR SOFTWARE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 43........ AI IN COMPUTER VISION MARKET FOR SOFTWARE, BY REGION,
2021–2026 (USD MILLION)
6.3.2              AI PLATFORM
・       TABLE 44.... AI IN COMPUTER VISION MARKET FOR AI PLATFORM, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 45.... AI IN COMPUTER VISION MARKET FOR AI PLATFORM, BY REGION,
2021–2026 (USD MILLION)
6.3.3              AI SOLUTION
・       TABLE 46...... AI IN COMPUTER VISION MARKET FOR AI SOLUTION, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 47...... AI IN COMPUTER VISION MARKET FOR AI SOLUTION, BY REGION,
2021–2026 (USD MILLION)

7.... AI IN COMPUTER VISION MARKET, BY MACHINE LEARNING MODEL

7.1             INTRODUCTION
・       FIGURE 38 AI IN COMPUTER VISION MARKET, BY MACHINE LEARNING MODEL
・       FIGURE 39.. SUPERVISED LEARNING TO HOLD THE MAJOR SHARE OF THE AI COMPUTER VISION MARKET DURING FORECAST PERIOD
・       TABLE 48. AI IN COMPUTER VISION MARKET, BY MACHINE LEARNING MODEL,
2018–2020 (USD MILLION)
・       TABLE 49. AI IN COMPUTER VISION MARKET, BY MACHINE LEARNING MODEL,
2021–2026 (USD MILLION)
7.2             SUPERVISED LEARNING
7.2.1              SUPERVISED LEARNING REFERS TO ALGORITHMS PROVIDED WITH A SET OF LABELED TRAINING DATA TO LEARN
・       TABLE 50........... AI IN COMPUTER VISION MARKET, BY SUPERVISED LEARNING MODEL, 2018–2020 (USD MILLION)
・       TABLE 51........... AI IN COMPUTER VISION MARKET, BY SUPERVISED LEARNING MODEL, 2021–2026 (USD MILLION)
7.2.2              CONVOLUTIONAL NEURAL NETWORKS
7.2.3              RECURRENT NEURAL NETWORKS
7.3             UNSUPERVISED LEARNING
7.3.1              UNSUPERVISED LEARNING REFERS TO AN ALGORITHM MODEL PROVIDED WITH UNLABELED TRAINING DATA, WITH THE TASK OF INFERRING CATEGORIES
7.4             REINFORCEMENT LEARNING
7.4.1              REINFORCEMENT LEARNING ALLOWS MACHINES AND SOFTWARE AGENTS TO AUTOMATICALLY DETERMINE IDEAL BEHAVIOR TO MAXIMIZE THEIR PERFORMANCE

8.... AI IN COMPUTER VISION MARKET, BY FUNCTION

8.1             INTRODUCTION
・       FIGURE 40............ AI IN COMPUTER VISION MARKET, BY FUNCTION
・       FIGURE 41............ AI IN COMPUTER VISION MARKET FOR TRAINING FUNCTION IS PROJECTED TO GROW AT A HIGHER CAGR.. 115
・       TABLE 52.... AI IN COMPUTER VISION MARKET, BY FUNCTION, 2018–2020 (USD MILLION)
・       TABLE 53.... AI IN COMPUTER VISION MARKET, BY FUNCTION, 2020–2026 (USD MILLION)
8.2             TRAINING
8.2.1              ML AND DL MODELS ARE TRAINED TO DEVELOP THE ABILITY TO UNDERSTAND A DATASET AND ACT ON NEW DATA.. 116
8.3             INFERENCE
8.3.1              INFERENCE IS COMPUTATIONALLY LESS INTENSE THAN TRAINING

9.... AI IN COMPUTER VISION MARKET, BY APPLICATION

9.1             INTRODUCTION
・       FIGURE 42........ AI IN COMPUTER VISION MARKET, BY APPLICATION
・       FIGURE 43............ NON-INDUSTRIAL TO HOLD LARGER SHARE OF AI COMPUTER VISION MARKET DURING FORECAST PERIOD
・       TABLE 54.......... AI IN COMPUTER VISION MARKET, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 55.......... AI IN COMPUTER VISION MARKET, BY APPLICATION,
2021–2026 (USD MILLION)
9.2             NON-INDUSTRIAL
9.2.1              CAMERA-ENABLED SMARTPHONES DRIVING MARKET FOR CONSUMER SEGMENT
9.3             INDUSTRIAL
9.3.1              FACTORS SUCH AS STRINGENT GOVERNMENT REGULATIONS AND INCREASING QUALITY MAINTENANCE ACTIVITIES DRIVING MARKET GROWTH IN VARIOUS INDUSTRIES
・       TABLE 56. AI IN COMPUTER VISION MARKET, BY VISION, 2018–2020 (USD MILLION)
・       TABLE 57. AI IN COMPUTER VISION MARKET, BY VISION, 2021–2026 (USD MILLION)
9.3.2              2D MACHINE VISION.. 121
9.3.3              3D MACHINE VISION.. 121
9.3.4              QUALITY ASSURANCE & INSPECTION
9.3.5              POSITIONING AND GUIDANCE
9.3.6              OTHERS

10.. AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY

10.1          INTRODUCTION
・       FIGURE 44 AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY
・       FIGURE 45.... CONSUMER ELECTRONICS TO ACCOUNT FOR LARGEST MARKET SHARE WHILE HEALTHCARE TO GROW AT HIGHEST CAGR BY 2026
・       TABLE 58. AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY,
2018–2020 (USD MILLION)
・       TABLE 59. AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY,
2021–2026 (USD MILLION)
10.2          AUTOMOTIVE
10.2.1            INCREASING NEED TO IMPROVE ROAD SAFETY AND REDUCE MISHAPS IS RESULTING IN GROWING USE OF COMPUTER VISION SOLUTIONS
・       TABLE 60..... AI IN COMPUTER VISION MARKET FOR AUTOMOTIVE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 61..... AI IN COMPUTER VISION MARKET FOR AUTOMOTIVE, BY REGION,
2021–2026 (USD MILLION)
10.2.1.1          IMPACT OF COVID-19
10.2.2            ADAS AND INFOTAINMENT
10.2.3            AUTONOMOUS AND SEMI-AUTONOMOUS VEHICLES
10.3          CONSUMER ELECTRONICS
10.3.1            GROWING DEMAND FOR SMARTPHONES WITH FRONT AND REAR CAMERAS IS DRIVING AI IN COMPUTER VISION MARKET
・       TABLE 62........... AI IN COMPUTER VISION MARKET FOR CONSUMER ELECTRONICS,
BY REGION, 2018–2020 (USD MILLION)
・       TABLE 63........... AI IN COMPUTER VISION MARKET FOR CONSUMER ELECTRONICS,
BY REGION, 2021–2026 (USD MILLION)
10.3.1.1          IMPACT OF COVID-19
10.3.2            GAMING
10.3.3            CAMERAS
10.3.4            WEARABLES
10.3.5            SMARTPHONES
10.4          HEALTHCARE
10.4.1            AI-ENABLED COMPUTER VISION HAS A WIDE RANGE OF APPLICATIONS IN IMAGING AND ANALYTICAL SYSTEMS.. 130
・       TABLE 64..... AI IN COMPUTER VISION MARKET FOR HEALTHCARE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 65..... AI IN COMPUTER VISION MARKET FOR HEALTHCARE, BY REGION,
2021–2026 (USD MILLION)
10.4.1.1          IMPACT OF COVID-19
10.4.2            RADIOLOGY
10.4.3            MEDICAL IMAGING.. 131
10.5          RETAIL
10.5.1            AI-ENABLED VISION TECHNOLOGY ASSISTS IN TRACKING ACTIVITIES OF CUSTOMERS WITH INCREASED ACCURACY. 132
・       TABLE 66. AI IN COMPUTER VISION MARKET FOR RETAIL, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 67. AI IN COMPUTER VISION MARKET FOR RETAIL, BY REGION,
2021–2026 (USD MILLION)
10.6          SECURITY & SURVEILLANCE
10.6.1            AI-ENABLED COMPUTER VISION SYSTEMS ARE INCREASINGLY BEING USED TO IDENTIFY THREATS AND PEOPLE. 133
・       TABLE 68........... AI IN COMPUTER VISION MARKET FOR SECURITY & SURVEILLANCE,
BY REGION, 2018–2020 (USD MILLION)
・       TABLE 69........... AI IN COMPUTER VISION MARKET FOR SECURITY & SURVEILLANCE,
BY REGION, 2021–2026 (USD MILLION)
10.6.2            BIOMETRICS
10.6.3            IMAGE AND VIDEO ANALYTICS
10.6.4            AI-GUIDED DRONE-BASED SURVEILLANCE
10.7          MANUFACTURING
10.7.1            MACHINE VISION HAS BECOME KEY TECHNOLOGY IN MANUFACTURING AND QUALITY CONTROL BECAUSE OF INCREASING DEMAND FOR QUALITY FROM MANUFACTURERS AND CUSTOMERS
・       TABLE 70.. AI IN COMPUTER VISION MARKET FOR MANUFACTURING, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 71.. AI IN COMPUTER VISION MARKET FOR MANUFACTURING, BY REGION,
2021–2026 (USD MILLION)
10.8          AGRICULTURE
10.8.1            COMBINATION OF IOT AND ADVANCED ANALYTICS WITH AI ALLOWS FARMERS TO ANALYZE REAL-TIME DATA
・       TABLE 72... AI IN COMPUTER VISION MARKET FOR AGRICULTURE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 73... AI IN COMPUTER VISION MARKET FOR AGRICULTURE, BY REGION,
2021–2026 (USD MILLION)
10.8.2            CROP MONITORING.. 136
10.8.3            AUTOMATED IRRIGATION SYSTEM
10.9          TRANSPORTATION & LOGISTICS
10.9.1            USE OF COMPUTER VISION SYSTEMS IS EXPECTED TO INCREASE IN REAL-LIFE TRAFFIC APPLICATIONS DUE TO INCREASING TRAFFIC CONGESTION AND INVESTMENTS LED BY GOVERNMENTS
・       TABLE 74 AI IN COMPUTER VISION MARKET FOR TRANSPORTATION & LOGISTICS,
BY REGION, 2018–2020 (USD MILLION)
・       TABLE 75 AI IN COMPUTER VISION MARKET FOR TRANSPORTATION & LOGISTICS,
BY REGION, 2021–2026 (USD MILLION)
10.10        OTHERS
・       TABLE 76 AI IN COMPUTER VISION MARKET FOR OTHERS, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 77 AI IN COMPUTER VISION MARKET FOR OTHERS, BY REGION,
2021–2026 (USD MILLION)

11.. GEOGRAPHIC ANALYSIS

11.1          INTRODUCTION
11.1.1            IMPACT OF COVID-19
・       FIGURE 46..... AI IN COMPUTER VISION MARKET SEGMENTATION, BY REGION
・       FIGURE 47......... GEOGRAPHIC SNAPSHOT: AI IN COMPUTER VISION MARKET TO GROW AT HIGHEST CAGR IN CHINA DURING FORECAST PERIOD
・       FIGURE 48..... AI IN COMPUTER VISION MARKET IN APAC REGION TO GROW AT HIGHEST CAGR BETWEEN 2021 AND 2026
・       TABLE 78 AI IN COMPUTER VISION MARKET, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 79 AI IN COMPUTER VISION MARKET, BY REGION, 2021–2026 (USD MILLION)
11.2          NORTH AMERICA
11.2.1            IMPACT OF COVID-19
・       FIGURE 49.. SEGMENTATION OF AI IN COMPUTER VISION MARKET IN NORTH AMERICA,
BY COUNTRY
・       FIGURE 50 SNAPSHOT OF AI IN COMPUTER VISION MARKET IN NORTH AMERICA
・       TABLE 80.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY COMPONENT, 2018–2020 (USD MILLION)
・       TABLE 81.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY COMPONENT, 2021–2026 (USD MILLION)
・       TABLE 82.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY HARDWARE, 2018–2020 (USD MILLION)
・       TABLE 83.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY HARDWARE, 2021–2026 (USD MILLION)
・       TABLE 84.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY PROCESSOR, 2018–2020 (USD MILLION)
・       TABLE 85.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY PROCESSOR, 2021–2026 (USD MILLION)
・       TABLE 86.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY FUNCTION,
2018–2020 (USD MILLION)
・       TABLE 87.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY FUNCTION,
2021–2026 (USD MILLION)
・       TABLE 88.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY APPLICATION, 2018–2020 (USD MILLION)
・       TABLE 89.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY APPLICATION, 2021–2026 (USD MILLION)
・       TABLE 90.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY SOFTWARE,
2018–2020 (USD MILLION)
・       TABLE 91.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY SOFTWARE,
2021–2026 (USD MILLION)
・       TABLE 92...... AI IN COMPUTER VISION MARKET IN NORTH AMERICA,
BY END-USE INDUSTRY, 2018–2020 (USD MILLION)
・       TABLE 93...... AI IN COMPUTER VISION MARKET IN NORTH AMERICA,
BY END-USE INDUSTRY, 2021–2026 (USD MILLION)
・       TABLE 94.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY COUNTRY,
2018–2020 (USD MILLION)
・       TABLE 95.. AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2026 (USD MILLION)
11.2.2            US
11.2.2.1          INCREASED DEMAND FOR MODERN TECHNOLOGIES BOOSTS AI IN COMPUTER VISION MARKET GROWTH
11.2.2.2          IMPACT OF COVID-19
11.2.3            CANADA
11.2.3.1          INCREASING ADOPTION OF AI TECHNOLOGIES, ESPECIALLY ML AND NLP, IS FUELING MARKET GROWTH IN CANADA
11.2.3.2          IMPACT OF COVID-19
11.2.4            MEXICO
11.2.4.1          PROXIMITY TO US AND GOVERNMENTS MOVEMENT TO AUGMENT MANUFACTURING ACTIVITIES HAVE FUELED MARKET GROWTH IN MEXICO
11.3          EUROPE
11.3.1            IMPACT OF COVID-19
・       FIGURE 51.. SEGMENTATION OF AI IN COMPUTER VISION MARKET IN EUROPE,
BY COUNTRY
・       FIGURE 52......... SNAPSHOT OF AI IN COMPUTER VISION MARKET IN EUROPE
・       TABLE 96.............. AI IN COMPUTER VISION MARKET IN EUROPE, BY COMPONENT,
2018–2020 (USD MILLION)
・       TABLE 97.............. AI IN COMPUTER VISION MARKET IN EUROPE, BY COMPONENT,
2021–2026 (USD MILLION)
・       TABLE 98.............. AI IN COMPUTER VISION MARKET IN EUROPE, BY HARDWARE,
2018–2020 (USD MILLION)
・       TABLE 99.............. AI IN COMPUTER VISION MARKET IN EUROPE, BY HARDWARE,
2021–2026 (USD MILLION)
・       TABLE 100............ AI IN COMPUTER VISION MARKET IN EUROPE, BY PROCESSOR,
2018–2020 (USD MILLION)
・       TABLE 101............ AI IN COMPUTER VISION MARKET IN EUROPE, BY PROCESSOR,
2021–2026 (USD MILLION)
・       TABLE 102............ AI IN COMPUTER VISION MARKET IN EUROPE, BY FUNCTION,
2018–2020 (USD MILLION)
・       TABLE 103............ AI IN COMPUTER VISION MARKET IN EUROPE, BY FUNCTION,
2021–2026 (USD MILLION)
・       TABLE 104............ AI IN COMPUTER VISION MARKET IN EUROPE, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 105............ AI IN COMPUTER VISION MARKET IN EUROPE, BY APPLICATION,
2021–2026 (USD MILLION)
・       TABLE 106............ AI IN COMPUTER VISION MARKET IN EUROPE, BY SOFTWARE,
2018–2020 (USD MILLION)
・       TABLE 107............ AI IN COMPUTER VISION MARKET IN EUROPE, BY SOFTWARE,
2021–2026 (USD MILLION)
・       TABLE 108 AI IN COMPUTER VISION MARKET IN EUROPE, BY END-USE INDUSTRY,
2018–2020 (USD MILLION)
・       TABLE 109 AI IN COMPUTER VISION MARKET IN EUROPE, BY END-USE INDUSTRY,
2021–2026 (USD MILLION)
・       TABLE 110............ AI IN COMPUTER VISION MARKET IN EUROPE, BY COUNTRY,
2018–2020 (USD MILLION)
・       TABLE 111............ AI IN COMPUTER VISION MARKET IN EUROPE, BY COUNTRY,
2021–2026 (USD MILLION)
11.3.2            UK
11.3.2.1          AUTOMOTIVE SECTOR IN UK IS CONTRIBUTING TO GROWTH OF DOMESTIC MARKET
11.3.3            GERMANY
11.3.3.1          DEMAND FOR ADVANCED COMPUTER VISION SYSTEMS TO DRIVE MARKET GROWTH IN GERMANY
11.3.3.2          IMPACT OF COVID-19
11.3.4            FRANCE
11.3.4.1          INVESTMENTS IN FRENCH STARTUPS FOR DEVELOPMENT OF AI ECOSYSTEM DRIVE AI IN COMPUTER VISION MARKET
11.3.4.2          IMPACT OF COVID-19
11.3.5            ITALY
11.3.5.1          WIDESPREAD USE OF COMPUTER VISION SYSTEMS IN INDUSTRIAL SECTOR IN ITALY IS BOOSTING MARKET GROWTH
11.3.5.2          IMPACT OF COVID-19
11.3.6            SPAIN
11.3.6.1          SPAIN HAS POTENTIAL FOR AI IN SECTORS SUCH AS BFSI AND HEALTHCARE. 159
11.3.7            REST OF EUROPE
11.4          APAC
11.4.1            IMPACT OF COVID-19
・       FIGURE 53.. SEGMENTATION OF AI IN COMPUTER VISION MARKET IN EUROPE,
BY COUNTRY
・       FIGURE 54. SNAPSHOT OF AI IN COMPUTER VISION MARKET IN APAC
・       TABLE 112................ AI IN COMPUTER VISION MARKET IN APAC, BY COMPONENT,
2018–2020 (USD MILLION)
・       TABLE 113................ AI IN COMPUTER VISION MARKET IN APAC, BY COMPONENT,
2021–2026 (USD MILLION)
・       TABLE 114................ AI IN COMPUTER VISION MARKET IN APAC, BY HARDWARE,
2018–2020 (USD MILLION)
・       TABLE 115................ AI IN COMPUTER VISION MARKET IN APAC, BY HARDWARE,
2021–2026 (USD MILLION)
・       TABLE 116................ AI IN COMPUTER VISION MARKET IN APAC, BY PROCESSOR,
2018–2020 (USD MILLION)
・       TABLE 117................ AI IN COMPUTER VISION MARKET IN APAC, BY PROCESSOR,
2021–2026 (USD MILLION)
・       TABLE 118 AI IN COMPUTER VISION MARKET IN APAC, BY FUNCTION,
2018–2020 (USD MILLION)
・       TABLE 119 AI IN COMPUTER VISION MARKET IN APAC, BY FUNCTION,
2021–2026 (USD MILLION)
・       TABLE 120................ AI IN COMPUTER VISION MARKET IN APAC, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 121................ AI IN COMPUTER VISION MARKET IN APAC, BY APPLICATION,
2021–2026 (USD MILLION)
・       TABLE 122 AI IN COMPUTER VISION MARKET IN APAC, BY SOFTWARE,
2018–2020 (USD MILLION)
・       TABLE 123 AI IN COMPUTER VISION MARKET IN APAC, BY SOFTWARE,
2021–2026 (USD MILLION)
・       TABLE 124... AI IN COMPUTER VISION MARKET IN APAC, BY END-USE INDUSTRY,
2018–2020 (USD MILLION)
・       TABLE 125... AI IN COMPUTER VISION MARKET IN APAC, BY END-USE INDUSTRY,
2021–2026 (USD MILLION)
・       TABLE 126. AI IN COMPUTER VISION MARKET IN APAC, BY COUNTRY,
2018–2020 (USD MILLION)
・       TABLE 127. AI IN COMPUTER VISION MARKET IN APAC, BY COUNTRY,
2021–2026 (USD MILLION)
11.4.2            CHINA
11.4.2.1          GROWING DEPLOYMENT OF DATA CENTERS IS ESCALATING DEMAND FOR AI INFRASTRUCTURE IN CHINA
11.4.2.2          IMPACT OF COVID-19
11.4.3            JAPAN
11.4.3.1          USE OF AI INFRASTRUCTURE BY SMALL AND MEDIUM-SIZED COMPANIES IN JAPAN IS LEADING TO GROWING ADOPTION OF AI IN COMPUTER VISION
11.4.4            INDIA
11.4.4.1          GROWING ADOPTION OF CLOUD-BASED SERVICES WOULD POSITIVELY IMPACT AI INFRASTRUCTURE AND COMPUTER VISION MARKET
11.4.5            SOUTH KOREA
11.4.5.1          INCREASING GOVERNMENT SPENDING TO BOOST AI INFRASTRUCTURE IS DRIVING AI IN COMPUTER VISION MARKET IN SOUTH KOREA
11.4.6            REST OF APAC
11.5          ROW
・       FIGURE 55.. SEGMENTATION OF AI IN COMPUTER VISION MARKET IN ROW, BY REGION
・       TABLE 128................ AI IN COMPUTER VISION MARKET IN ROW, BY COMPONENT,
2018–2020 (USD MILLION)
・       TABLE 129................ AI IN COMPUTER VISION MARKET IN ROW, BY COMPONENT,
2021–2026 (USD MILLION)
・       TABLE 130 AI IN COMPUTER VISION MARKET IN ROW, BY HARDWARE,
2018–2020 (USD MILLION)
・       TABLE 131 AI IN COMPUTER VISION MARKET IN ROW, BY HARDWARE,
2021–2026 (USD MILLION)
・       TABLE 132................ AI IN COMPUTER VISION MARKET IN ROW, BY PROCESSOR,
2018–2020 (USD MILLION)
・       TABLE 133................ AI IN COMPUTER VISION MARKET IN ROW, BY PROCESSOR,
2021–2026 (USD MILLION)
・       TABLE 134. AI IN COMPUTER VISION MARKET IN ROW, BY FUNCTION,
2018–2020 (USD MILLION)
・       TABLE 135. AI IN COMPUTER VISION MARKET IN ROW, BY FUNCTION,
2021–2026 (USD MILLION)
・       TABLE 136................ AI IN COMPUTER VISION MARKET IN ROW, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 137................ AI IN COMPUTER VISION MARKET IN ROW, BY APPLICATION,
2021–2026 (USD MILLION)
・       TABLE 138 AI IN COMPUTER VISION MARKET IN ROW, BY SOFTWARE,
2018–2020 (USD MILLION)
・       TABLE 139 AI IN COMPUTER VISION MARKET IN ROW, BY SOFTWARE,
2021–2026 (USD MILLION)
・       TABLE 140.... AI IN COMPUTER VISION MARKET IN ROW, BY END-USE INDUSTRY,
2018–2020 (USD MILLION)
・       TABLE 141.... AI IN COMPUTER VISION MARKET IN ROW, BY END-USE INDUSTRY,
2021–2026 (USD MILLION)
・       TABLE 142..... AI IN COMPUTER VISION MARKET IN ROW, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 143..... AI IN COMPUTER VISION MARKET IN ROW, BY REGION,
2021–2026 (USD MILLION)
11.5.1            MIDDLE EAST & AFRICA
11.5.1.1          INVESTMENTS TO PROMOTE AUTOMATION SECTOR IN AFRICA ARE LEADING TO GROWTH OF AI TECHNOLOGIES
11.5.2            SOUTH AMERICA
11.5.2.1          USE OF AI TECHNOLOGIES TO OVERCOME PHYSICAL LIMITATIONS OF CAPITAL AND LABOR WOULD DRIVE AI IN COMPUTER VISION MARKET IN SOUTH AMERICA

12.. COMPETITIVE LANDSCAPE

12.1          OVERVIEW
12.2          KEY PLAYER STRATEGIES/RIGHT TO WIN
12.2.1            OVERVIEW OF STRATEGIES DEPLOYED BY AI IN COMPUTER VISION OEMS
12.3          COMPNAY REVENUE ANALYSIS, 2020
・       TABLE 144.. TOP FIVE PLAYERS REVENUE ANALYSIS RELATED TO AI IN COMPUTER VISION SEGMENT, 2016–2020 (USD BILLION)
・       FIGURE 56... 5-YEAR REVENUE ANALYSIS OF TOP 5 PLAYERS, 2016–2020
12.4          MARKET SHARE ANALYSIS, 2020
・       FIGURE 57... SHARE OF MAJOR PLAYERS IN AI IN COMPUTER VISION MARKET, 2020
・       TABLE 145............... AI IN COMPUTER VISION MARKET: DEGREE OF COMPETITION

12.5          RANKING OF KEY PLAYERS IN AI IN COMPUTER VISION MARKET
・       FIGURE 58.. AI IN COMPUTER VISION HARDWARE MARKET: RANKING OF KEY PLAYERS, 2020
・       FIGURE 59.. AI IN COMPUTER VISION SOFTWARE MARKET: RANKING OF KEY PLAYERS, 2020
12.6          COMPANY EVALUATION QUADRANT
12.6.1            STAR
12.6.2            PERVASIVE
12.6.3            EMERGING LEADER
12.6.4            PARTICIPANT
・       FIGURE 60 AI IN COMPUTER VISION MARKET: COMPANY EVALUATION QUADRANT, 2020
12.7          STARTUP/SME EVALUATION QUADRANT
12.7.1            PROGRESSIVE COMPANY
12.7.2            RESPONSIVE COMPANY
12.7.3            DYNAMIC COMPANY
12.7.4            STARTING BLOCK
・       FIGURE 61.......... AI IN COMPUTER VISION MARKET: STARTUP/SME EVALUATION QUADRANT, 2020
12.8          AI IN COMPUTER VISION MARKET: COMPANY FOOTPRINT
・       TABLE 146...................................... FOOTPRINT OF COMPANIES
・       TABLE 147..................... APPLICATION FOOTPRINT OF COMPANIES
・       TABLE 148......................... PRODUCT FOOTPRINT OF COMPANIES
・       TABLE 149........................ REGIONAL FOOTPRINT OF COMPANIES
12.9          COMPETITIVE SCENARIO AND TRENDS
・       FIGURE 62 MARKET EVALUATION FRAMEWORK: PRODUCT LAUNCHES AND DEVELOPMENTS, COLLABORATIONS, AND ACQUISITIONS WERE MAJORLY ADOPTED STRATEGIES BY MARKET PLAYERS FROM 2017 TO 2021
12.9.1            PRODUCT LAUNCHES AND DEVELOPMENTS
・       TABLE 150.. AI IN COMPUTER VISION MARKET: PRODUCT LAUNCHES AND DEVELOPMENTS, 2017–2021
12.9.2            DEALS
・       TABLE 151.... AI IN COMPUTER VISION MARKET: DEALS, 2017–2021

13.. COMPANY PROFILES

13.1          KEY PLAYERS
(BUSINESS OVERVIEW, PRODUCTS/SERVICES/SOLUTIONS OFFERED, MNM VIEW, KEY STRENGTHS AND RIGHT TO WIN, STRATEGIC CHOICES MADE, WEAKNESSES AND COMPETITIVE THREATS, RECENT DEVELOPMENTS)*
13.1.1            NVIDIA
・       TABLE 152.................................... NVIDIA: BUSINESS OVERVIEW
・       FIGURE 63................................... NVIDIA: COMPANY SNAPSHOT
13.1.2            INTEL
・       TABLE 153...................................... INTEL: BUSINESS OVERVIEW
・       FIGURE 64..................................... INTEL: COMPANY SNAPSHOT
13.1.3            MICROSOFT
・       TABLE 154............................. MICROSOFT: BUSINESS OVERVIEW
・       FIGURE 65............................ MICROSOFT: COMPANY SNAPSHOT
13.1.4            IBM
・       TABLE 155....................................... IBM: BUSINESS OVERVIEW
・       FIGURE 66....................................... IBM: COMPANY SNAPSHOT
13.1.5            QUALCOMM
・       TABLE 156............................. QUALCOMM: BUSINESS OVERVIEW
・       FIGURE 67............................ QUALCOMM: COMPANY SNAPSHOT
13.1.6            AWS
・       TABLE 157....................................... AWS: BUSINESS OVERVIEW
・       FIGURE 68...................................... AWS: COMPANY SNAPSHOT
13.1.7            XILINX
・       TABLE 158..................................... XILINX: BUSINESS OVERVIEW
・       FIGURE 69.................................... XILINX: COMPANY SNAPSHOT
13.1.8            GOOGLE
・       TABLE 159.................................. GOOGLE: BUSINESS OVERVIEW
・       FIGURE 70................................. GOOGLE: COMPANY SNAPSHOT
13.1.9            FACEBOOK
・       TABLE 160.............................. FACEBOOK: BUSINESS OVERVIEW
・       FIGURE 71.............................. FACEBOOK: COMPANY SNAPSHOT
13.1.10         BASLER
・       TABLE 161.................................. BASLER: BUSINESS OVERVIEW
・       FIGURE 72.................................. BASLER: COMPANY SNAPSHOT
13.1.11         GROQ
・       TABLE 162..................................... GROQ: BUSINESS OVERVIEW
13.1.12         HAILO
・       TABLE 163........... HAILO: BUSINESS OVERVIEW
*BUSINESS OVERVIEW, PRODUCTS/SERVICES/SOLUTIONS OFFERED, MNM VIEW, KEY STRENGTHS AND RIGHT TO WIN, STRATEGIC CHOICES MADE, WEAKNESSES AND COMPETITIVE THREATS, RECENT DEVELOPMENTS MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.
13.2          OTHER COMPANY PROFILES
13.2.1            CEVA, INC.
13.2.2            AMD
13.2.3            GRAPHCORE
13.2.4            GROOPIC
13.2.5            LEAP MOTION
13.2.6            ALGOLUX
13.2.7            ATHENA SECURITY. 248
13.2.8            LIONBRIDGE AI
13.2.9            VIZSEEK
13.2.10         OCULUS
13.2.11         CUREMETRIX
13.2.12         TRIVISION
13.2.13         ROBOTIC VISION TECHNOLOGIES.. 252
13.2.14         AMP ROBOTICS
13.2.15         ZIVID
13.2.16         INSPEKTO
13.2.17         CREATIVE VIRTUAL
14.. APPENDIX

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