AI in Computer Vision Market

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

Report Code: SE 6211 Jun, 2021, by marketsandmarkets.com

[246 Pages Report] The AI in computer vision market is estimated to be valued at USD 15.9 billion in 2021 and reach USD 51.3 billion by 2026, at a CAGR of 26.3%. The growing need for quality inspection and automation, increasing demand for computer vision systems in non-traditional and emerging applications, and rising need for ASICs are the key factors driving the growth of the market. Likewise, government initiatives to support industrial automation and integration of AI into the edge devices are expected to create lucrative opportunities for the players in the AI in computer vision market. However, rising security concerns related to cloud-based image processing and analytics are expected to restraint market growth.

AI in Computer Vision Market

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Impact of Covid-19 on AI in computer vision market:

The COVID-19 pandemic has had a low impact on the growth of the AI in computer vision market. From a regional point of view, the outbreak of COVID-19 has caused a major setback to the export-oriented economies owing to the temporary shutting down of manufacturing plants. For instance, the automotive industry of Germany has been severely affected as most of the automobile trade takes place with China and Italy. Besides the issues related to exports and imports, the growth of the manufacturing industry in Germany has been hampered due to the closure of manufacturing plants and slowdown in operations to contain the spread of COVID-19.

However, consumer electronics, comprising products such as smartphones and smart homes, have become less of a luxury and more of a necessity. This segment, which comprises wearables, laptops, desktops, and other appliances, was impacted as the production declined due to disruptions in the global supply chain, especially in China, which is the major hub of OEMs in this segment. However, from the consumers’ perspective, there is a growth in the adoption of AI-enabled smartphones and other gadgets, which is supporting the growth of the AI in computer vision market. With most of the process going without human intervention, the security and surveillance industry is likely to hold a substantial share of the AI in computer vision market during and after the COVID-19 period.

Market Dynamics

Drivers Growing need for quality inspection and automation

Manufacturing companies across the globe are planning to increase investments in automation in the post-COVID-19 period as it reduces the need for human intervention required for various processes. Besides, the need for automated quality assurance has increased as industry players have realized its importance in manufacturing processes. This has resulted in the widespread acceptance of AI-based computer vision solutions as an integral part of long-term automation development processes. The use of computer vision in automated production processes helps identify problems in a short period, which consequently reduces costs and improves response times. Likewise, it helps to recognize flawed goods, reduce the risk of return of products, and ensure higher customer satisfaction. Likewise, the need for computer vision in quality assurance has increased because, with this technology, all products on production lines can be examined equally and with the same focus. The growing need for quality inspection and automation will be a significant driver in the AI in computer vision market during the forecast period.

Increasing demand for computer vision systems in non-traditional and emerging applications

Inspection, identification, measurement, and locating the product are some of the major applications of computer vision systems in various industries. Apart from these applications, all AI-enabled vision systems have some means of developing new applications such as 3D model building, retail, medical imaging, optical character recognition, automobile safety, surveillance and traffic monitoring, morphing, and augmented reality. Vision systems and software are developed to address new applications related to the healthcare industry, traffic management, security & surveillance, postal & logistics, and document processing. In the future, established players are expected to benefit from building in-house application-specific AI-enabled computer vision systems. Besides, AI-enabled computer vision systems are witnessing increasing demand in various emerging applications such as unmanned aerial vehicles, missile guidance, and autonomous vehicles. The adoption rate of advanced driver assistance system (ADAS) is rapidly increasing for high-end vehicles. The integration of image capture and vision processing capabilities is a critical element involved in the designing of advanced driver assistance systems (ADAS), which enables it to offer additional and enhanced features beyond those provided by radar, LiDAR, infrared, ultrasound, and other sensing technologies.

Restraints: Increasing security concerns related to cloud-based image processing and analytics

AI in computer vision solutions are expected to have a huge growth potential in markets such as consumer electronics and security & surveillance. However, The issues related to cloud data storage, such as data breaches, data theft, and unavailability of cloud data, are increasing day by day. Thus, it is essential for cloud service providers (CSPs) to offer reliable data services to customers. Even though cloud computing has certain benefits, cloud users are unwilling to place their confidential data such as personal health records, emails, and sensitive files in cloud datacenters. Once the data is placed in the cloud data center, clients lose direct control over their data sources. The CSPs are making efforts to ensure data security over stored data of cloud clients by using mechanisms such as Firewalls and virtualization. However, these efforts are not able to provide complete data protection because of their vulnerabilities over the network and control over cloud applications, hardware, and client’s data. This can occur as a hindering factor in the growth of AI in computer vision market.

Supervised Learning will have the highest growth in the coming years

Supervised learning is expected to account ~84% share of the overall AI in computer vision market by 2026. The growing adoption of supervised learning in various healthcare applications, especially medical imaging, and the use of different sensors and devices in modern facial recognition algorithms supplement the growth of this segment. Learning models are currently being implemented to develop various AI products and services. Some recent applications of these models are in autonomous vehicles/connected cars, virtual assistants (Apple’s Siri, Microsoft’s Cortana, and Google’s Google Now), expert systems, drones, computer-aided diagnostics, video games, and image recognition systems.

Consumer Electronics is expected to hold the largest share in 2026

There is an increasing demand for AI-enabled computer vision systems in consumer electronics such as smartphones, desktops, and laptops is driving the growth of the AI in computer vision market. Healthcare, however, is projected to grow at the highest CAGR during the forecast period as AI-enabled computer vision technology plays a vital role in applications like radiology, medical imaging. Apart from this, increasing participation of various automotive and IT giants to develop autonomous cars is driving the growth of the AI in computer vision market for the automotive industry. In the security & surveillance industry, AI-enabled computer vision systems are increasingly being used to identify threats and people, thus boosting the adoption of AI-enabled computer vision solutions in this industry. Further, advancements in machine vision technology, such as smart cameras and automation, have increased the scope of  AI in computer vision market in the manufacturing industry, which is expected to grow at the second-highest CAGR by 2026.

APAC is attributed to growing at the highest CAGR in AI in computer vision market during the forecast period (2021-2026)

APAC is expected to grow at the highest CAGR in the AI in computer vision market. Countries such China, Japan, and South Korea are expected to be the major contributors to the market in APAC. Increased manufacturing operations contribute mainly to the economic development in China, while the rising demand to incorporate Industry 4.0 and advanced manufacturing techniques for increasing automation across various applications in India is contributing to the tremendous growth of AI in computer vision in APAC.

AI in Computer Vision Market by Region

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Key Market Players

The AI in computer vision market was dominated by, NVIDIA (US), Microsoft Corp. (US), Intel Corporation (US), IBM Corporation (US) and Qualcomm Technologies, Inc. (US).

NVIDIA Corporation (US)

NVIDIA is among the world leaders in the visual computing business. It has a well-established geographic footprint and deals with major OEMs or ODMs. The company continues to lead in the development of new products for the AI in computer vision market. Recently, it has witnessed a significant rise in the revenue from the data center business. It is giving tough competition to Intel in the data center market. NVIDIA DRIVE for automakers to build and deploy self-driving cars and trucks that are functionally safe and certified to international safety standards is one of the company’s important products. NVIDIA is well ahead in the R&D of autonomous cars when compared to its competitors. NVIDIA is primarily focusing on extending its technology and platform leadership in visual computing. It has been investing more than 20% of its revenue in R&D to expand the visual computing segment and enhance the user experience for consumer entertainment and professional visualization applications. Its roadmap delivers the latest technologies across multiple products and devices. This roadmap is the result of extensive collaboration with game developers, governments, and industry-standard organizations, as well as years of research in emerging network standards and the development of integrated circuits. NVIDIA has a strong base of reliable suppliers of raw materials, enabling it to overcome any supply chain bottlenecks. Over the years, the company has built a reliable distribution network that can reach most of its potential markets. It has invested in building a strong brand portfolio for the visual computing market through new product launches.

Scope of the Report:

Report Metric

Details

Market size available for years

2018–2026

Base year

2020

Forecast period

2021–2026

Units

Value USD Million

Segments covered

Component, machine learning models, function, application, end-use industry, and region

Geographic regions covered

North America, APAC, Europe, and RoW

Companies covered

The companies covered in the AI in computer vision market are NVIDIA (US), Intel Corp. (US), Microsoft Corp. (US), IBM Corp. (US), Qualcomm (US), AWS (US), Xilinx (US), Google (US), Facebook (US), Basler (Germany), Hailo (US), and GROQ (US). The other company profiles included in the scope are CEVA, Inc. (US), AMD (US), Graphcore (England), Groopic (US), Leap Motion (US), Algolux (US), Athena Security (US), LionBridge AI (US), Vizseek (US), Oculus (US), Curemetrix (US), Trivision (Denmark), Robotic Vision Technologies (US), AMP Robotics (US), Zivid (Norway), Inspekto (UK), and Creative Virtual (UK).

This report categorizes the AI in computer vision market based on component, machine learning models, function, application, end-use industry, and by region

AI in Computer Vision Market, By Offering

  • Hardware
    • Processor
    • Memory
    • Storage
  • Software

AI in Computer Vision Market, By Machine Learning Model

  • Supervised Learning
    • Convolutional Neural Network
    • Recurrent Neural Network
  • Unsupervised Learning
  • Reinforcement Learning

AI in Computer Vision Market, By Function

  • Training
  • Inference

AI in Computer Vision Market, By Application

  • Non-industrial
  • Industrial

AI in Computer Vision Market, By End-use industry

  • Automotive
  • Consumer Electronics
  • Healthcare
  • Retail
  • Security & Surveillance
  • Manufacturing
  • Agriculture
  • Transportation & Logistics
  • Others (Military and Construction)

Geographic Analysis

  • Introduction
  • North America
    • US
    •  Canada
    •  Mexico
  •  Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Rest of Europe (RoE)
  • Asia Pacific (APAC)
    • China
    • Japan
    • India
    • South Korea
    • Rest of APAC (RoAPAC)
  •  Rest of the World (RoW)
    •  South America
    •  Middle East & Africa

Recent Developments

  • In April 2021, NVIDIA revealed the next-generation AI-enabled processor for autonomous vehicles, NVIDIA DRIVE Atlan, which can deliver more than 1,000 trillion operations per second (TOPS). The NVIDIA DRIVE Atlan system-on-a-chip is the newest addition to NVIDIA’s centralized compute roadmap for autonomous vehicles, and it fuses AI and software with the latest in computing, networking, and security for unprecedented levels of performance and security
  • In April 2021, NVIDIA introduced a new class of  NVIDIA-Certified System, bringing AI within reach for organizations that run their applications on industry-standard enterprise data center infrastructure. This new class includes high-volume enterprise servers from top manufacturers that can run the  NVIDIA AI Enterprise software suite and is exclusively certified for  VMware vSphere  7, known as the world’s most widely used compute virtualization platform.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 32)
    1.1 STUDY OBJECTIVES
    1.2 MARKET DEFINITION
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 STUDY SCOPE
           1.3.1 MARKETS COVERED
                 FIGURE 1 SEGMENTATION OF AI IN COMPUTER VISION MARKET
           1.3.2 GEOGRAPHIC SCOPE
           1.3.3 YEARS CONSIDERED
    1.4 CURRENCY
    1.5 LIMITATIONS
    1.6 STAKEHOLDERS
    1.7 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 37)
    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
    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 (Page No. - 51)
  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 (Page No. - 58)
    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 (Page No. - 61)
    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
                 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
        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 (Page No. - 92)
    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 (Page No. - 109)
    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 (Page No. - 114)
    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
        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
    8.3 INFERENCE
           8.3.1 INFERENCE IS COMPUTATIONALLY LESS INTENSE THAN TRAINING

9 AI IN COMPUTER VISION MARKET, BY APPLICATION (Page No. - 117)
    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
           9.3.3 3D MACHINE VISION
           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 (Page No. - 123)
     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
                    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
     10.5 RETAIL
             10.5.1 AI-ENABLED VISION TECHNOLOGY ASSISTS IN TRACKING ACTIVITIES OF CUSTOMERS WITH INCREASED ACCURACY
                    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
                    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
             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 (Page No. - 139)
     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
             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 (Page No. - 175)
     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 (Page No. - 200)
     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
             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
             13.2.14 AMP ROBOTICS
             13.2.15 ZIVID
             13.2.16 INSPEKTO
             13.2.17 CREATIVE VIRTUAL

14 APPENDIX (Page No. - 256)
     14.1 DISCUSSION GUIDE
     14.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     14.3 AVAILABLE CUSTOMIZATIONS
     14.4 RELATED REPORTS
     14.5 AUTHOR DETAILS

The study involved 4 major activities in estimating the current size of AI in computer vision market. Exhaustive secondary research has been conducted to collect information about the market, the peer market, and the parent market. Validating findings, assumptions, and sizing with industry experts across the value chain through primary research has been the next step. Both top-down and bottom-up approaches have been employed to estimate the complete market size. After that, market breakdown and data triangulation methods have been used to estimate the market size of segments and subsegments.

Secondary Research

The research methodology used to estimate and forecast the AI in computer vision market begins with capturing the data on revenues of the key vendors in the market through secondary research. This study involves the use of extensive secondary sources, directories, and databases, such as Hoovers, Bloomberg Businessweek, Factiva, and OneSource, to identify and collect information useful for the technical and commercial study of the AI in computer vision market. Secondary sources also include annual reports, press releases, and investor presentations of companies; white papers, certified publications, and articles from recognized authors; directories; and databases. Secondary research has been mainly done to obtain key information about the industry’s supply chain, market’s value chain, total pool of key players, market classification and segmentation according to industry trends, geographic markets, and key developments from both market- and technology oriented perspectives.

Primary Research

In the primary research process, various primary sources from both supply and demand sides were interviewed to obtain the qualitative and quantitative information relevant to the AI in computer vision market. Primary sources from the supply side include experts such as CEOs, vice presidents, marketing directors, technology and innovation directors, application developers, application users, and related executives from various key companies and organizations operating in the ecosystem of the AI in computer vision market.

AI in Computer Vision Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both top-down and bottom-up approaches have been used to estimate and validate the overall size of the AI in computer vision market. These methods have also been used extensively to estimate the size of various market subsegments. The research methodology used to estimate the market size includes the following:

  • Key players in major applications and markets have been identified through extensive secondary research.
  • The industry’s supply chain and market size, in terms of value, have been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakdowns have been determined using secondary sources and verified through primary sources.

Data Triangulation

After arriving at the overall market size using the estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation, and market breakdown procedures have been employed, wherever applicable. The data have been triangulated by studying various factors and trends from both the demand and supply sides.

Report Objectives

  • To define, describe, and forecast the AI in computer vision market on the basis of component, machine learning models, function, application, end-use industry, and region
  • To forecast the size of the market segments for four major regions—North America, Europe, Asia Pacific (APAC), and Rest of the World (RoW)
  • To provide detailed information regarding the major factors influencing the growth of the market (drivers, restraints, opportunities, and industry-specific challenges)
  • To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the total market
  • To study the complete value chain and allied industry segments and perform a value chain analysis of the market
  • To strategically profile key players and comprehensively analyze their market shares and core competencies2
  • To analyze the opportunities in the market for stakeholders and describe the competitive landscape of the market
  • To analyze competitive developments such as joint ventures, collaborations, agreements, contracts, partnerships, mergers & acquisitions, new product developments, and research & development (R&D) in the market
  • To analyze the impact of COVID-19 on the AI in computer vision market and provide market estimates for both pre-and post-COVID-19 scenarios

Available Customizations

With the given market data, MarketsandMarkets offers customizations according to the company’s specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to 5)
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