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PUBLISHER: MarketsandMarkets | PRODUCT CODE: 1231105

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PUBLISHER: MarketsandMarkets | PRODUCT CODE: 1231105

AI In Computer Vision Market by Component (Hardware, Software), Function (Training, Inference), Application (Industrial, Non-industrial), End-use Industry (Automotive, Consumer Electronics) and Region - Global Forecast to 2028

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The global AI in computer vision market is expected to be valued at USD 17.2 billion in 2023 and is projected to reach USD 45.7 billion by 2028 at a CAGR of 21.5% from 2023 to 2028. The advancement in 3D acquisition systems and the computing power of smart devices/laptops have helped solve identification tasks by fitting a deformable 3D model to 2D images. Facial recognition technology uses deep learning models to detect, normalize, validate, match, and identify faces. AI models are trained with millions of facial images, and depending on the use case, they are designed to generate mathematical representations of a human face (embeddings). These embeddings can be stored and referenced by other models to infer identity.

"AI Solution: The largest growing software segment for AI in computer vision market"

Recently, most developments have been witnessed in AI solutions and related software development kits. AI solutions are created using nonprocedural languages such as LISP and PROLOG. These languages allow systems to learn and modify responses according to the environment. Depending on the application, a fast CPU, high-capacity RAM, large storage capacity, a graphics card, and a few specialized input and output devices are required to install AI software. Companies are trying to provide AI solutions to reduce the volume and complexity of data in various verticals. Digitalizing healthcare and combining the power of artificial intelligence can help healthcare providers remain competitive despite the shortage of skilled staff and continuous increase in the volumes of imaging scans. For instance, AI solutions by Siemens Healthineers (Germany) are helpful in clinical processes. During the scan preparation, AI assists in the form of an intelligent and automated workflow in CT scans to generate reliable and consistent images while reducing unwanted variations.

"Consumer Electronics: Largest end-use industry of AI in computer vision market"

The consumer electronics vertical includes cameras, gaming devices, wearables, and smartphones. The addition of AI capabilities to smartphones will help change two main aspects: user-machine interaction and context-personalized openness. User-machine interaction will improve the efficiency between the users and their phones across text, voice, image, video, and sensors. In contrast, context-personalized openness will actively provide services and aggregated information across apps, content, third-party, and native features. Amazon Web Services (US) has launched an AI-powered camera called DeepLens for developing and deploying machine learning algorithms and services for AI-powered transcription and translation. DeepLens includes applications such as optical character recognition and image and object recognition, which would help test and develop new vision-based AI functionalities efficiently and quickly.

"China: The largest consumer region in Asia Pacific for AI in computer vision"

The deployment of computer vision systems is rapidly increasing because of the growing need for automation in China. Moreover, there is a year-on-year increase in labor costs, so companies are increasingly adopting automation systems to reduce production costs. A rise in manufacturing operations mainly contributes to the country's economic development.

China has invested heavily in computer vision technologies for security and surveillance purposes. The country has implemented several large-scale surveillance systems that rely on computer vision algorithms to monitor and track individuals in public spaces. In January 2022, a new report from the Center for Security and Emerging Technology (CSET) found that the research sector of China is investing heavily in AI-based computer vision technology, especially in the security and surveillance sector. It has a massive lead in three key areas: person re-identification (REID), crowd counting, and spoofing detection.

The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

  • By Company Type: Tier 1 - 45%, Tier 2 - 32%, and Tier 3 - 23%
  • By Designation: C-level Executives - 30%, Directors - 45%, and Others - 25%
  • By Region: North America - 26%, Europe - 40%, Asia Pacific - 22%, RoW - 12%

The key players operating in the AI in computer vision market are NVIDIA Corporation (US), Intel Corporation (US), Microsoft (US), IBM Corporation (US), Qualcomm Technologies Inc. (US), Advanced Micro Devices, Inc (US), Alphabet, Inc. (US), Amazon (US), Basler AG (Germany), Hailo (US), and Groq, Inc. (US). The other company profiles included in the scope are Sighthound, Inc. (US), Neurala, Inc. (US), Datagen (Israel), Graphcore (UK), Groopic (US), Ultraleap (US), Algolux (US), Athena Security (US), Snorkel AI (US), Vizseek (US), Robotic Vision Technologies (US), AMP Robotics (US), CureMetrix (US), and Creative Virtual (UK).

Research Coverage:

The report segments the AI in the computer vision market and forecasts its size, by value, based on component, function, application, end-use industry, and region.

The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the AI in computer vision market. The report also covers qualitative aspects in addition to the quantitative aspects of these markets.

Key Benefits of Buying the Report

The report will help the leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market and the sub-segments. This report will help stakeholders and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the AI in computer vision market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Product Code: SE 6211

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
    • FIGURE 1 SEGMENTATION OF AI IN COMPUTER VISION MARKET
    • 1.3.2 GEOGRAPHIC SCOPE
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY
  • 1.5 STAKEHOLDERS
  • 1.6 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
    • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE FROM SALES OF AI COMPUTER VISION PRODUCTS AND SOLUTIONS
    • 2.2.1 BOTTOM-UP APPROACH
      • 2.2.1.1 Approach to arrive at market size using bottom-up analysis
    • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
    • 2.2.2 TOP-DOWN APPROACH
      • 2.2.2.1 Approach to capture market share using top-down analysis (supply side)
    • FIGURE 6 TOP-DOWN APPROACH
  • 2.3 DATA TRIANGULATION
    • FIGURE 7 DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 RISK ASSESSMENT
    • TABLE 1 RISK FACTOR ANALYSIS
  • 2.6 ASSUMPTIONS REGARDING RECESSION
    • TABLE 2 ASSUMPTIONS REGARDING RECESSION
  • 2.7 STUDY LIMITATIONS

3 EXECUTIVE SUMMARY

  • 3.1 RECESSION ANALYSIS
    • FIGURE 8 GDP GROWTH PROJECTION UNTIL 2023 FOR MAJOR ECONOMIES
    • FIGURE 9 MARKET PROJECTIONS FOR AI IN COMPUTER VISION MARKET
  • 3.2 GROWTH RATE ASSUMPTIONS/FORECAST
    • FIGURE 10 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE BY 2028
    • FIGURE 11 AI IN COMPUTER VISION MARKET FOR INFERENCE TO CONTINUE TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
    • FIGURE 12 NON-INDUSTRIAL SEGMENT TO CONTINUE TO ACCOUNT FOR LARGER MARKET SHARE IN AI COMPUTER VISION MARKET DURING FORECAST PERIOD
    • FIGURE 13 CONSUMER ELECTRONICS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE WHILE AUTOMOTIVE TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 14 AI IN COMPUTER VISION MARKET IN ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS AI IN COMPUTER VISION MARKET
    • FIGURE 15 GOVERNMENT INITIATIVES TO SUPPORT INDUSTRIAL AUTOMATION TO CREATE ATTRACTIVE GROWTH OPPORTUNITIES FOR AI IN COMPUTER VISION MARKET PLAYERS
  • 4.2 AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY COMPONENT AND COUNTRY
    • FIGURE 16 SOFTWARE AND US ARE LARGEST SHAREHOLDERS IN AI IN COMPUTER VISION MARKET IN 2023
  • 4.3 AI IN COMPUTER VISION MARKET, BY HARDWARE PROCESSOR TYPE
    • FIGURE 17 CPU SEGMENT TO HOLD LARGEST SHARE OF AI IN COMPUTER VISION MARKET IN 2028
  • 4.4 AI IN COMPUTER VISION MARKET, BY REGION
    • FIGURE 18 CHINA TO REGISTER HIGHEST CAGR IN AI IN COMPUTER VISION MARKET BETWEEN 2023 AND 2028

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 19 MARKET DYNAMICS: AI IN COMPUTER VISION MARKET
    • 5.2.1 DRIVERS
    • FIGURE 20 AI IN COMPUTER VISION MARKET DRIVERS: IMPACT ANALYSIS
      • 5.2.1.1 Increasing demand for automation and efficiency
      • 5.2.1.2 Advancements in deep learning and neural network technologies
      • 5.2.1.3 Growing impact of AI in machine vision
    • 5.2.2 RESTRAINTS
    • FIGURE 21 AI IN COMPUTER VISION MARKET RESTRAINTS: IMPACT ANALYSIS
      • 5.2.2.1 Limited understanding and technical expertise in AI computer vision
      • 5.2.2.2 High cost of acquiring and implementing AI computer vision solutions
      • 5.2.2.3 Lack of skilled professionals in manufacturing factories
    • 5.2.3 OPPORTUNITIES
    • FIGURE 22 AI IN COMPUTER VISION MARKET OPPORTUNITIES: IMPACT ANALYSIS
      • 5.2.3.1 Emerging applications of AI computer vision in agriculture, logistics, and manufacturing
      • 5.2.3.2 Increasing use of AI computer vision in autonomous systems
      • 5.2.3.3 Growing demand for real-time and high-precision visual data analysis
      • 5.2.3.4 Development of machine learning pertaining to vision technology
    • 5.2.4 CHALLENGES
    • FIGURE 23 AI IN COMPUTER VISION MARKET CHALLENGES: IMPACT ANALYSIS
      • 5.2.4.1 Overcoming limitations in current AI computer vision technologies
      • 5.2.4.2 Maintaining trust and transparency of AI computer vision systems
  • 5.3 VALUE CHAIN ANALYSIS
    • FIGURE 24 VALUE CHAIN ANALYSIS: AI IN COMPUTER VISION
  • 5.4 ECOSYSTEM ANALYSIS
    • FIGURE 25 KEY PLAYERS IN AI IN COMPUTER VISION MARKET
    • TABLE 3 ROLE OF COMPANIES IN ECOSYSTEM/VALUE CHAIN
  • 5.5 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 4 AI IN COMPUTER VISION MARKET: PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 26 PORTER'S FIVE FORCES ANALYSIS: AI IN COMPUTER VISION MARKET
    • 5.5.1 INTENSITY OF COMPETITIVE RIVALRY
    • 5.5.2 THREAT OF NEW ENTRANTS
    • 5.5.3 BARGAINING POWER OF SUPPLIERS
    • 5.5.4 BARGAINING POWER OF BUYERS
    • 5.5.5 THREAT OF SUBSTITUTES
  • 5.6 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.6.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
    • TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS (%)
    • 5.6.2 BUYING CRITERIA
    • FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    • TABLE 6 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
  • 5.7 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
    • FIGURE 29 REVENUE SHIFT FOR PLAYERS IN AI COMPUTER VISION MARKET
  • 5.8 CASE STUDY ANALYSIS
    • 5.8.1 VULCAN AI USES AI VISION AND DEEP LEARNING TO CREATE SAFER WORKPLACE
    • 5.8.2 AI ALGORITHMS USED IN MEDICAL IMAGE ANALYSIS BY INCORPORATING COMPUTER VISION TECHNOLOGY
    • 5.8.3 RETAIL: OBJECT DETECTION AND RECOGNITION
    • 5.8.4 TRANSPORTATION: AUTONOMOUS VEHICLE NAVIGATION
    • 5.8.5 AUTOMOTIVE INDUSTRY: OBJECT RECOGNITION AND CLASSIFICATION IN TRAFFIC
  • 5.9 TECHNOLOGY ANALYSIS
    • 5.9.1 COGNITIVE ROBOTS
    • 5.9.2 INTERNET OF THINGS
    • 5.9.3 ANALYSIS OF AI CHIP AND PROCESSOR TECHNOLOGY
    • TABLE 7 COMPARISON OF AI CHIP TYPES
    • 5.9.4 CAMERA TECHNOLOGY
      • 5.9.4.1 Frame rate
        • 5.9.4.1.1 <25 fps
        • 5.9.4.1.2 25-125 fps
        • 5.9.4.1.3 >125 fps
      • 5.9.4.2 Resolution
        • 5.9.4.2.1 >=40 MP
        • 5.9.4.2.2 20-39 MP
        • 5.9.4.2.3 6-19 MP
        • 5.9.4.2.4 >2-5 MP
        • 5.9.4.2.5 <2 MP
  • 5.10 AVERAGE SELLING PRICE ANALYSIS
    • FIGURE 30 AVERAGE SELLING PRICE OF AI IN COMPUTER VISION HARDWARE, BASED ON END-USE INDUSTRY
    • 5.10.1 AVERAGE SELLING PRICE OF AI IN COMPUTER VISION HARDWARE, BY KEY END-USE INDUSTRY (USD)
    • TABLE 8 AVERAGE SELLING PRICES OF AI IN COMPUTER VISION HARDWARE, BY KEY END-USE INDUSTRY (USD)
    • 5.10.2 AVERAGE SELLING PRICE TRENDS
    • FIGURE 31 AVERAGE SELLING PRICE ANALYSIS
    • 5.10.3 SUBSCRIPTION-BASED COMPUTER VISION PRICING
    • TABLE 9 SUBSCRIPTION-BASED COMPUTER VISION PRICING
  • 5.11 PATENT ANALYSIS
    • FIGURE 32 NUMBER OF PATENTS GRANTED IN AI IN COMPUTER VISION MARKET, 2012-2022
    • TABLE 10 LIST OF A FEW PATENTS IN AI IN COMPUTER VISION MARKET, 2019-2021
  • 5.12 TRADE ANALYSIS
    • TABLE 11 IMPORT DATA, BY COUNTRY, 2017-2021 (USD MILLION)
    • FIGURE 33 IMPORT DATA, BY COUNTRY, 2017-2021 (USD MILLION)
    • TABLE 12 EXPORT DATA, BY COUNTRY, 2017-2021 (USD MILLION)
    • FIGURE 34 EXPORT DATA, BY COUNTRY, 2017-2021 (USD MILLION)
  • 5.13 TARIFF ANALYSIS
    • TABLE 13 MFN TARIFFS FOR HS CODE: 854231 EXPORTED BY CHINA
    • TABLE 14 MFN TARIFFS FOR HS CODE: 851762 EXPORTED BY US
    • TABLE 15 MFN TARIFF FOR HS CODE: 851762 EXPORTED BY GERMANY
  • 5.14 STANDARDS AND REGULATORY LANDSCAPE
    • 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • 5.14.1.1 North America: Regulatory bodies, government agencies, and other organizations
    • TABLE 16 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • 5.14.1.2 Europe: Regulatory bodies, government agencies, and other organizations
    • TABLE 17 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • 5.14.1.3 Asia Pacific: Regulatory bodies, government agencies, and other organizations
    • TABLE 18 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • 5.14.1.4 RoW: Regulatory bodies, government agencies, and other organizations
    • TABLE 19 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.14.2 STANDARDS & REGULATIONS RELATED TO AI IN COMPUTER VISION MARKET
  • 5.15 KEY CONFERENCES AND EVENTS, 2022-2023
    • TABLE 20 AI IN COMPUTER VISION MARKET: DETAILED LIST OF CONFERENCES AND EVENTS

6 AI IN COMPUTER VISION MARKET, BY COMPONENT

  • 6.1 INTRODUCTION
    • FIGURE 35 AI IN COMPUTER VISION MARKET, BY COMPONENT
    • FIGURE 36 AI IN COMPUTER VISION MARKET FOR SOFTWARE TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 21 AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 22 AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • 6.2 HARDWARE
    • 6.2.1 GROWING DEPLOYMENT OF AI INFRASTRUCTURE TO DRIVE MARKET
    • TABLE 23 AI IN COMPUTER VISION MARKET, BY HARDWARE TYPE, 2019-2022 (USD MILLION)
    • TABLE 24 AI IN COMPUTER VISION MARKET, BY HARDWARE TYPE, 2023-2028 (USD MILLION)
    • 6.2.2 HARDWARE: AI IN COMPUTER VISION MARKET, BY REGION
    • TABLE 25 HARDWARE: AI IN COMPUTER VISION MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 26 HARDWARE: AI IN COMPUTER VISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.2.3 HARDWARE: AI IN COMPUTER VISION MARKET, BY FUNCTION
    • TABLE 27 HARDWARE: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2019-2022 (USD MILLION)
    • TABLE 28 HARDWARE: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2023-2028 (USD MILLION)
    • 6.2.4 HARDWARE: AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY
    • TABLE 29 HARDWARE: AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2019-2022 (USD MILLION)
    • TABLE 30 HARDWARE: AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2023-2028 (USD MILLION)
    • 6.2.5 PROCESSOR
    • TABLE 31 PROCESSOR: AI IN COMPUTER VISION MARKET, BY TYPE, 2019-2022 (USD MILLION)
    • TABLE 32 PROCESSOR: AI IN COMPUTER VISION MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • 6.2.6 PROCESSOR: AI IN COMPUTER VISION MARKET, BY TYPE (UNIT SHIPMENT DATA)
    • TABLE 33 PROCESSOR: AI IN COMPUTER VISION MARKET, BY TYPE, SHIPMENT DATA, 2019-2022 (MILLION UNITS)
    • TABLE 34 PROCESSOR: AI IN COMPUTER VISION MARKET, BY TYPE, SHIPMENT DATA, 2023-2028 (MILLION UNITS)
      • 6.2.6.1 CPU
      • 6.2.6.2 GPU
      • 6.2.6.3 ASIC
      • 6.2.6.4 FPGA
    • 6.2.7 MEMORY
    • 6.2.8 STORAGE
  • 6.3 SOFTWARE
    • 6.3.1 USE OF AI SOLUTIONS TO REDUCE VOLUME AND COMPLEXITY OF DATA TO LEAD TO MARKET GROWTH
    • TABLE 35 AI IN COMPUTER VISION MARKET, BY SOFTWARE TYPE, 2019-2022 (USD MILLION)
    • TABLE 36 AI IN COMPUTER VISION MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
    • 6.3.2 SOFTWARE: AI IN COMPUTER VISION MARKET, BY REGION
    • TABLE 37 SOFTWARE: AI IN COMPUTER VISION MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 38 SOFTWARE: AI IN COMPUTER VISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.3.3 SOFTWARE: AI IN COMPUTER VISION MARKET, BY FUNCTION
    • TABLE 39 SOFTWARE: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2019-2022 (USD MILLION)
    • TABLE 40 SOFTWARE: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2023-2028 (USD MILLION)
    • 6.3.4 SOFTWARE: AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY
    • TABLE 41 SOFTWARE: AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2019-2022 (USD MILLION)
    • TABLE 42 SOFTWARE: AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2023-2028 (USD MILLION)
    • 6.3.5 AI PLATFORM
    • 6.3.6 AI SOLUTION

7 AI IN COMPUTER VISION MARKET, BY FUNCTION

  • 7.1 INTRODUCTION
    • FIGURE 37 AI IN COMPUTER VISION MARKET, BY FUNCTION
    • FIGURE 38 AI IN COMPUTER VISION MARKET FOR TRAINING FUNCTION TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 43 AI IN COMPUTER VISION MARKET, BY FUNCTION, 2019-2022 (USD MILLION)
    • TABLE 44 AI IN COMPUTER VISION MARKET, BY FUNCTION, 2023-2028 (USD MILLION)
  • 7.2 TRAINING
    • 7.2.1 RISING ADOPTION OF MACHINE LEARNING AND DEEP LEARNING TECHNOLOGIES TO BOOST ADOPTION OF TRAINING FUNCTION FOR COMPUTER VISION MARKET
    • TABLE 45 TRAINING: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 46 TRAINING: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • 7.3 INFERENCE
    • 7.3.1 RETAIL AND E-COMMERCE COMPANIES USE ML, AI, AND DL INFERENCE FOR TASKS SUCH AS PRODUCT RECOMMENDATIONS, PRICE OPTIMIZATION, AND INVENTORY MANAGEMENT
    • TABLE 47 INFERENCE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 48 INFERENCE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)

8 VARIOUS MACHINE LEARNING MODELS IN COMPUTER VISION

  • 8.1 INTRODUCTION
    • FIGURE 39 MACHINE LEARNING MODELS OF AI IN COMPUTER VISION MARKET
  • 8.2 SUPERVISED LEARNING
    • 8.2.1 SUPERVISED LEARNING INCLUDES ALGORITHMS PROVIDED WITH SET OF LABELED TRAINING DATA TO LEARN
    • 8.2.2 CONVOLUTIONAL NEURAL NETWORKS
    • 8.2.3 RECURRENT NEURAL NETWORKS
  • 8.3 UNSUPERVISED LEARNING
    • 8.3.1 MARKET FOR UNSUPERVISED LEARNING TO GROW RAPIDLY AS MORE ORGANIZATIONS ADOPT MACHINE LEARNING AND AI TECHNOLOGIES
  • 8.4 REINFORCEMENT LEARNING
    • 8.4.1 REINFORCEMENT LEARNING ALLOWS MACHINES AND SOFTWARE AGENTS TO AUTOMATICALLY DETERMINE IDEAL BEHAVIOR TO MAXIMIZE THEIR PERFORMANCE

9 AI IN COMPUTER VISION MARKET, BY APPLICATION

  • 9.1 INTRODUCTION
    • FIGURE 40 AI IN COMPUTER VISION MARKET, BY APPLICATION
    • FIGURE 41 NON-INDUSTRIAL SEGMENT TO CONTINUE TO HOLD LARGER SHARE OF AI IN COMPUTER VISION MARKET DURING FORECAST PERIOD
    • TABLE 49 AI IN COMPUTER VISION MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 50 AI IN COMPUTER VISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
  • 9.2 NON-INDUSTRIAL
    • 9.2.1 CAMERA-ENABLED SMARTPHONES TO DRIVE MARKET FOR CONSUMER SEGMENT
  • 9.3 INDUSTRIAL
    • 9.3.1 FACTORS SUCH AS STRINGENT GOVERNMENT REGULATIONS AND INCREASING QUALITY MAINTENANCE ACTIVITIES TO BOOST MARKET GROWTH IN VARIOUS INDUSTRIES
    • 9.3.2 2D MACHINE VISION
    • 9.3.3 3D MACHINE VISION
    • 9.3.4 QUALITY ASSURANCE & INSPECTION

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

  • 10.1 INTRODUCTION
    • FIGURE 42 AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY
    • FIGURE 43 CONSUMER ELECTRONICS TO ACCOUNT FOR LARGEST MARKET SHARE WHILE AUTOMOTIVE TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 51 AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2019-2022 (USD MILLION)
    • TABLE 52 AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2023-2028 (USD MILLION)
  • 10.2 AUTOMOTIVE
    • 10.2.1 INCREASING NEED TO IMPROVE ROAD SAFETY AND REDUCE MISHAPS TO DRIVE USE OF COMPUTER VISION SOLUTIONS
    • TABLE 53 AUTOMOTIVE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 54 AUTOMOTIVE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • 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 TO BOOST MARKET
    • TABLE 55 CONSUMER ELECTRONICS: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 56 CONSUMER ELECTRONICS: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • 10.3.2 GAMING
    • 10.3.3 CAMERAS
    • 10.3.4 WEARABLES
    • 10.3.5 SMARTPHONES
  • 10.4 HEALTHCARE
    • 10.4.1 RISING ADOPTION OF AI IN COMPUTER VISION TECHNOLOGY IN HEALTHCARE INDUSTRY TO PROPEL MARKET
    • TABLE 57 HEALTHCARE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 58 HEALTHCARE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • 10.4.2 RADIOLOGY
    • 10.4.3 MEDICAL IMAGING
  • 10.5 RETAIL
    • 10.5.1 MARKET FOR AI IN COMPUTER VISION IN RETAIL INDUSTRY TO GROW SIGNIFICANTLY
    • TABLE 59 RETAIL: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 60 RETAIL: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • 10.6 SECURITY & SURVEILLANCE
    • 10.6.1 INCREASING SECURITY THREATS, RISING NEED FOR MORE EFFICIENT AND ACCURATE SECURITY SYSTEMS, AND GROWING ADOPTION OF AI-POWERED TECHNOLOGIES IN SECURITY SECTOR TO DRIVE MARKET
    • TABLE 61 SECURITY & SURVEILLANCE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 62 SECURITY & SURVEILLANCE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (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 GROWING POPULARITY OF MACHINE VISION IN MANUFACTURING AND QUALITY CONTROL TO ACCELERATE MARKET GROWTH
    • TABLE 63 MANUFACTURING: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 64 MANUFACTURING: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • 10.8 AGRICULTURE
    • 10.8.1 INCREASING ADOPTION OF PRECISION AGRICULTURE TECHNIQUES AND RISING NEED FOR MORE EFFICIENT AND ACCURATE FARMING PRACTICES TO BOOST MARKET
    • TABLE 65 AGRICULTURE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 66 AGRICULTURE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • 10.8.2 CROP MONITORING
    • 10.8.3 AUTOMATED IRRIGATION SYSTEMS
  • 10.9 TRANSPORTATION & LOGISTICS
    • 10.9.1 INCREASING USE OF COMPUTER VISION SYSTEMS IN REAL-LIFE TRAFFIC APPLICATIONS TO DRIVE MARKET
    • TABLE 67 TRANSPORTATION & LOGISTICS: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 68 TRANSPORTATION & LOGISTICS: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • 10.10 OTHERS
    • TABLE 69 OTHERS: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 70 OTHERS: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)

11 AI IN COMPUTER VISION MARKET, BY REGION

  • 11.1 INTRODUCTION
    • FIGURE 44 AI IN COMPUTER VISION MARKET IN ASIA PACIFIC TO GROW AT HIGHEST CAGR FROM 2023 TO 2028
    • TABLE 71 AI IN COMPUTER VISION MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 72 AI IN COMPUTER VISION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.2 NORTH AMERICA
    • FIGURE 45 SNAPSHOT OF AI IN COMPUTER VISION MARKET IN NORTH AMERICA
    • TABLE 73 NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 74 NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 75 NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
    • TABLE 76 NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.2.1 NORTH AMERICA: IMPACT OF RECESSION
    • 11.2.2 US
      • 11.2.2.1 Rising deployment of automation technologies in manufacturing plants to boost requirement for AI-powered computer vision solutions
    • 11.2.3 CANADA
      • 11.2.3.1 Constant research on AI, ML, and NLP by Canadian universities to fuel market growth
    • 11.2.4 MEXICO
      • 11.2.4.1 Need for AI-powered computer vision solutions in security and surveillance applications to support market growth
  • 11.3 EUROPE
    • FIGURE 46 SNAPSHOT OF AI IN COMPUTER VISION MARKET IN EUROPE
    • TABLE 77 EUROPE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 78 EUROPE: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 79 EUROPE: AI IN COMPUTER VISION MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
    • TABLE 80 EUROPE: AI IN COMPUTER VISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.3.1 EUROPE: IMPACT OF RECESSION
    • 11.3.2 UK
      • 11.3.2.1 Rising investments by UK government in AI and computer vision technologies to contribute to market growth
    • 11.3.3 GERMANY
      • 11.3.3.1 Growing adoption of computer vision systems in healthcare, retail, and transportation industries to drive market growth
    • 11.3.4 FRANCE
      • 11.3.4.1 Investments in startups for development of AI ecosystem to drive market
    • 11.3.5 ITALY
      • 11.3.5.1 Widespread use of computer vision systems in industrial sector to boost market
    • 11.3.6 SPAIN
      • 11.3.6.1 Presence of strong research community and expanding startup ecosystem to propel market growth
    • 11.3.7 REST OF EUROPE
  • 11.4 ASIA PACIFIC
    • FIGURE 47 SNAPSHOT OF AI IN COMPUTER VISION MARKET IN ASIA PACIFIC
    • TABLE 81 ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 82 ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 83 ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
    • TABLE 84 ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 11.4.1 ASIA PACIFIC: IMPACT OF RECESSION
    • 11.4.2 CHINA
      • 11.4.2.1 Heavy investments in computer vision technologies for security and surveillance purposes to drive market
    • 11.4.3 JAPAN
      • 11.4.3.1 Growing demand for autonomous vehicles to boost demand for AI in computer vision technologies across Japan
    • 11.4.4 INDIA
      • 11.4.4.1 Growing initiatives to implement industry 4.0 to drive market
    • 11.4.5 SOUTH KOREA
      • 11.4.5.1 Increasing government spending to boost AI infrastructure
    • 11.4.6 REST OF ASIA PACIFIC
  • 11.5 ROW
    • TABLE 85 ROW: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
    • TABLE 86 ROW: AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 87 ROW: AI IN COMPUTER VISION MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 88 ROW: AI IN COMPUTER VISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 11.5.1 ROW: IMPACT OF RECESSION
    • 11.5.2 MIDDLE EAST & AFRICA
      • 11.5.2.1 Investments to promote automation in electronics and medical applications to benefit market
    • 11.5.3 SOUTH AMERICA
      • 11.5.3.1 Growing application of AI technologies to overcome physical limitations of capital and labor to fuel market

12 COMPETITIVE LANDSCAPE

  • 12.1 OVERVIEW
  • 12.2 STRATEGIES ADOPTED BY KEY PLAYERS/RIGHT TO WIN
    • TABLE 89 OVERVIEW OF STRATEGIES DEPLOYED BY AI IN COMPUTER VISION OEMS
  • 12.3 COMPANY REVENUE ANALYSIS, 2022
    • 12.3.1 3-YEAR AI IN COMPUTER VISION REVENUE ANALYSIS OF TOP FIVE PLAYERS, 2020-2022
    • FIGURE 48 3-YEAR AI IN COMPUTER VISION REVENUE ANALYSIS OF TOP FIVE PLAYERS, 2020-2022
  • 12.4 MARKET SHARE ANALYSIS, 2022
    • FIGURE 49 SHARE OF MAJOR PLAYERS IN AI IN COMPUTER VISION MARKET, 2022
    • 12.4.1 AI IN COMPUTER VISION MARKET: DEGREE OF COMPETITION
    • TABLE 90 AI IN COMPUTER VISION MARKET: DEGREE OF COMPETITION
  • 12.5 COMPANY EVALUATION QUADRANT
    • 12.5.1 STARS
    • 12.5.2 PERVASIVE PLAYERS
    • 12.5.3 EMERGING LEADERS
    • 12.5.4 PARTICIPANTS
    • FIGURE 50 AI IN COMPUTER VISION MARKET: COMPANY EVALUATION QUADRANT, 2022
  • 12.6 STARTUP/SME EVALUATION QUADRANT
    • 12.6.1 PROGRESSIVE COMPANIES
    • 12.6.2 RESPONSIVE COMPANIES
    • 12.6.3 DYNAMIC COMPANIES
    • 12.6.4 STARTING BLOCKS
    • FIGURE 51 AI IN COMPUTER VISION MARKET: STARTUP/SME EVALUATION QUADRANT, 2022
  • 12.7 AI IN COMPUTER VISION MARKET: COMPANY FOOTPRINT
    • TABLE 91 FOOTPRINT OF COMPANIES
    • TABLE 92 END-USE INDUSTRY FOOTPRINT OF COMPANIES
    • TABLE 93 PRODUCT FOOTPRINT OF COMPANIES
    • TABLE 94 REGIONAL FOOTPRINT OF COMPANIES
  • 12.8 STARTUP EVALUATION MATRIX
    • 12.8.1 LIST OF STARTUPS: AI IN COMPUTER VISION MARKET
    • TABLE 95 LIST OF STARTUPS: AI IN COMPUTER VISION MARKET
    • 12.8.2 STARTUP MATRIX: DETAILED LIST OF KEY STARTUPS
    • TABLE 96 STARTUP MATRIX: DETAILED LIST OF KEY STARTUPS
    • TABLE 97 AI IN COMPUTER VISION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS, BY COMPONENT
    • TABLE 98 AI IN COMPUTER VISION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS, BY REGION
  • 12.9 COMPETITIVE SCENARIO AND TRENDS
    • 12.9.1 DEALS
    • TABLE 99 AI IN COMPUTER VISION MARKET: DEALS, 2020-2023
    • TABLE 100 AI IN COMPUTER VISION MARKET: PRODUCT LAUNCHES, 2020-2022

13 COMPANY PROFILES

(Business overview, Products/Solutions/Services offered, Recent developments & MnM View)*

  • 13.1 KEY PLAYERS
    • 13.1.1 NVIDIA CORPORATION
    • TABLE 101 NVIDIA CORPORATION: BUSINESS OVERVIEW
    • FIGURE 52 NVIDIA CORPORATION: COMPANY SNAPSHOT
    • TABLE 102 NVIDIA CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 103 NVIDIA CORPORATION: DEALS
    • TABLE 104 NVIDIA CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
    • 13.1.2 IBM CORPORATION
    • TABLE 105 IBM CORPORATION: BUSINESS OVERVIEW
    • FIGURE 53 IBM CORPORATION: COMPANY SNAPSHOT
    • TABLE 106 IBM CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 107 IBM CORPORATION: DEALS
    • TABLE 108 IBM CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
    • 13.1.3 MICROSOFT CORPORATION
    • TABLE 109 MICROSOFT CORPORATION: BUSINESS OVERVIEW
    • FIGURE 54 MICROSOFT CORPORATION: COMPANY SNAPSHOT
    • TABLE 110 MICROSOFT CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 111 MICROSOFT CORPORATION: DEALS
    • TABLE 112 MICROSOFT CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
    • 13.1.4 QUALCOMM TECHNOLOGIES, INC.
    • TABLE 113 QUALCOMM TECHNOLOGIES, INC.: BUSINESS OVERVIEW
    • FIGURE 55 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
    • TABLE 114 QUALCOMM TECHNOLOGIES, INC.: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 115 QUALCOMM TECHNOLOGIES, INC.: DEALS
    • TABLE 116 QUALCOMM: PRODUCT LAUNCHES
    • 13.1.5 INTEL CORPORATION
    • TABLE 117 INTEL CORPORATION: BUSINESS OVERVIEW
    • FIGURE 56 INTEL CORPORATION: COMPANY SNAPSHOT
    • TABLE 118 INTEL CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 119 INTEL CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
    • TABLE 120 INTEL CORPORATION: DEALS
    • 13.1.6 ADVANCED MICRO DEVICES, INC.(AMD)
    • TABLE 121 ADVANCED MICRO DEVICES, INC (AMD): BUSINESS OVERVIEW
    • FIGURE 57 ADVANCED MICRO DEVICES, INC (AMD): COMPANY SNAPSHOT
    • TABLE 122 ADVANCED MICRO DEVICES, INC (AMD): PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 123 ADVANCED MICRO DEVICES, INC (AMD): DEALS
    • TABLE 124 ADVANCED MICRO DEVICES, INC (AMD): PRODUCT LAUNCHES AND DEVELOPMENTS
    • 13.1.7 ALPHABET, INC.
    • TABLE 125 ALPHABET, INC.: BUSINESS OVERVIEW
    • FIGURE 58 ALPHABET, INC.: COMPANY SNAPSHOT
    • TABLE 126 ALPHABET, INC.: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 127 ALPHABET, INC.: DEALS
    • TABLE 128 ALPHABET, INC.: PRODUCT LAUNCHES AND DEVELOPMENTS
    • 13.1.8 BASLER AG
    • TABLE 129 BASLER AG: BUSINESS OVERVIEW
    • FIGURE 59 BASLER AG: COMPANY SNAPSHOT
    • TABLE 130 BASLER AG: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 131 BASLER AG: PRODUCT LAUNCHES AND DEVELOPMENTS
    • 13.1.9 AMAZON.COM, INC.
    • TABLE 132 AMAZON.COM, INC.: BUSINESS OVERVIEW
    • FIGURE 60 AMAZON.COM, INC: COMPANY SNAPSHOT
    • TABLE 133 AMAZON.COM, INC: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 134 AMAZON.COM, INC: PRODUCT LAUNCHES
    • TABLE 135 AMAZON.COM, INC: DEALS
    • 13.1.10 GROQ, INC.
    • TABLE 136 GROQ, INC.: BUSINESS OVERVIEW
    • TABLE 137 GROQ, INC.: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 138 GROQ, INC.: DEALS
    • 13.1.11 HAILO
    • TABLE 139 HAILO.: BUSINESS OVERVIEW
    • TABLE 140 HAILO: PRODUCT/SOLUTION/SERVICE OFFERINGS
    • TABLE 141 HAILO: DEALS
    • TABLE 142 HAILO: PRODUCT LAUNCHES
  • Details on Business overview, Products/Solutions/Services offered, Recent developments & MnM View might not be captured in case of unlisted companies.
  • 13.2 OTHER KEY PLAYERS
    • 13.2.1 SIGHTHOUND, INC.
    • 13.2.2 NEURALA, INC
    • 13.2.3 DATAGEN
    • 13.2.4 GRAPHCORE
    • 13.2.5 GROOPIC
    • 13.2.6 ULTRALEAP
    • 13.2.7 ALGOLUX
    • 13.2.8 ATHENA SECURITY
    • 13.2.9 SNORKEL AI
    • 13.2.10 VIZSEEK
    • 13.2.11 ROBOTIC VISION TECHNOLOGIES
    • 13.2.12 CREATIVE VIRTUAL
    • 13.2.13 AMP ROBOTICS
    • 13.2.14 CUREMETRIX
    • 13.2.15 VERTA INC.

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
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