Machine Vision Market

Machine Vision Market with COVID-19 impact, by Deployment (General & Robotic cell), Component (Hardware and Software), Product (PC-based and Smart camera-based), Application, End-user Industry, and Region - Forecast to 2026

Report Code: SE 5835 Sep, 2021, by marketsandmarkets.com

[289 Pages Report] The machine vision market is estimated to be valued at USD 11.0 billion in 2021 and reach USD 15.5 billion by 2026, at a CAGR of 7.0% during the forecast period. Post-COVID-19, manufacturers are gradually realizing the importance of automation in manufacturing more than ever. But due to the lockdown across countries, companies are facing severe cash flow issues and are deferring new projects related to the implementation of machine vision in their factories.

Machine Vision Market

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Impact of Covid-19 on machine vision market:

With the COVID-19 crisis, the world is witnessing health, as well as an economic pandemic. This has led a number of businesses to shut down their manufacturing plants and halt most of their operations. During this crisis, the main objective of the companies is to sustain their businesses by finding safe ways to continue their manufacturing operations or explore other sustainable ways to get their revenue streams flowing. The machine vision market in the pre-and post-COVID-19 scenario has been analyzed further in this study.

Market Dynamics

Drivers : Growing need for quality inspection and automation

Manufacturing companies across the world are planning to invest more in automation post COVID-19. Also, the need for automated quality assurance has increased as industries have realized its importance in manufacturing processes. This need is, however, further elevated due to the COVID-19 outbreak that has led to less human intervention in various processes. This has resulted in the widespread acceptance of machine vision as an integral part of long-term automation development processes. The use of machine vision in automated production processes helps identify problems in a short span of time. This, in turn, helps reduce costs and improve response times. Also, it helps recognize flawed goods, reducing the risk of return of products and ensuring higher customer satisfaction. The need for machine vision in quality assurance has increased as all products on the production lines are examined equally and with the same focus with this technology. Also, if any defect is detected, then the products are reworked—this is the biggest cost driver. According to Forbes, automating quality testing with machine learning can increase defect detection rates by up to 90%.

Growing demand for vision-guided robotic systems

Recently, vision-guided robotics systems have led to significant changes in the machine vision market. There has been a rapid increase in the use of industrial robots for automation in the automotive and consumer electronics sectors. This is leading to an increasing need for the integration of machine vision systems with vision-guided robot controllers. Machine vision systems enhance the efficiency of robots by allowing them to see and respond to their environments. For instance, when different car models are being assembled on a single production line, vision-guided robotics systems can identify the given situation and ensure the proper assembly of vehicles. If a robot is applying adhesive beading, a machine vision system can ensure that there are no gaps. A vision-guided robot is capable of working side-by-side with humans in a shared workspace, even without a protective fence, as it safely avoids any collision

Restraints : Surging risk of cyber-attacks on industrial machine robots and devices

A weakness hacking can be done easily through the scanners to survey Internet of Things (IoT) devices. Usernames and passwords unchanged from the factory defaults can also work as vulnerabilities or glitches in the software, which can be identified through reverse engineering. The growing reliance on connectivity and IoT devices such as AI embedded devices increases vulnerability to cyberattacks. Although manufacturers can exploit the benefits of AI machine vision and automation, they must also keep an eye on the basics of cyber health. Cyber protection includes downloading and installing the latest software and patches and also educating staff for the updated precautions for cybersecurity.

Robotic cell machine vision market is expected to grow at a faster rate in the machine vision market

Robot cells are cost-effective and can handle the increasing number of product variants as component types can be changed without stopping the production process, simply by changing the inspection software and robot program. Also, robot cells are more accurate and reliable as the field of view of the camera, and perspective can be tailored. Therefore, robotic cells are growing at a faster rate than the general machine vision market.

Automotive industry to hold the second-largest market in the machine vision in the forecast of 2021

Due to the shortage of skilled laborers, automobile companies focus more on automation in their production processes. Machine vision enables the dimensional gauging of precision-machined components, such as fasteners, transmissions, and other sub-assemblies such as IVS-ASAi. In machine vision systems, dimensional gauging measures lines, angles, diameters, and tolerances. Machine vision systems are easily programmable to follow all these directions and commands for measuring. In doing so, machine vision ensures that only parts having accurate tolerance levels are installed in the vehicle assembly line. The growing production of hybrid and electric vehicles is also expected to provide growth opportunities to the machine vision market in the automotive industry.

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

APAC is expected to grow at the highest CAGR in the machine 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.

Machine Vision Market by Region

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Key Market Players

The AI in the computer vision market was dominated by Cognex Corporation (US), Keyence (Japan), Teledyne DALSA (US), TKH Group (Germany), and Basler (Germany).

Cognex Corporation is a leading provider of machine vision systems, software, sensors, surface inspection systems, and industrial ID readers for automation processes. Cognex machine vision products are widely used in the manufacturing sector, where technology is important for the automation of production and quality assurance.

Keyence is a leading machine vision company, and 70% of its new products are the world’s first or industry’s first. Keyence has over 90% coverage of 158 Global Industry Classification Standard (GICS) subindustries in the world. Its machine and marking product portfolio, such as Intuitive Auto, is famous in the machine vision market.

Teledyne has 4 product segments, namely, Instrumentation, Aerospace and Defence Electronics, Engineered System and Digital Imaging. Teledyne has acquired FLIR to expand its product portfolio with the help of FLIR technology.

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

Deployment, Component, Product, Application, and End-user industry

Geographic regions covered

North America, APAC, Europe, and RoW

Companies covered

The companies covered in the machine vision market are Cognex Corporation (US), Basler AG (Germany), Omron Corporation (Japan), Keyence (Japan), National Instruments(US), Sony Corporation (Japan), Teledyne Technologies (US), Texas Instruments (US), Intel Corporation (US), ISRA Vision (Germany), Sick AG (Germany) and FLIR Systems (US).

This report categorizes the machine vision market based on component, deployment, product, application, end-user industry and region.

  • Machine Vision Market, By Component
    • General machine vision system
    • Robotic cell
  • Hardware
    • Camera
      • Interface Standards
        • Camera Link
        • GigE
        • USB 3.0
        • Coaxpress
        • Others
      • Imaging Spectrum
        • Visible
        • Visible +IR/IR
      • By Frame Rate
        • <25 FPS
        • 25–125 FPS
        • >125 FPS
      • By Format
        • Line Scan
        • Area Scan
      • By Sensor Type
        • CMOS
        • CCD
    • Frame Grabber
    • Optics
    • LED Lighting
    • Processor
      • FPGA
      • DSP
      • Microcontroller and Microprocessor
      • Vision processing Unit
    • Software
      • Traditional software
      • Deep Learning Software
        • CNN
        • RNN
  • Machine Vision Market, By deployment
    • General machine vision system
    • Robotic cell
  • Machine Vision Market, By Product
    • PC- based vision system
    • Smart Cameras- based vision system
  • Machine Vision Market, By Application
    • Quality Assurance & Inspection
    • Positioning & Guidance
    • Measurement
    • Identification
    • Predictive maintenance
  • Machine Vision Market, By End-use industry
    • Automotive
    • Electronics and Semiconductor
    • Consumer Electronics
    • Glass
    • Metals
    • Wood and Paper
    • Pharmaceuticals
    • Food & Packaging
    • Rubber & Plastics
    • Printing
    • Machinery/Equipment
    • Solar Panel Manufacturing
    • Textile
  • 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 March 2021, Cognex has launched its new product called DataMan 8700 Series which is the next generation of handheld barcode readers built on a complete newly designed platform. The device delivers cutting-edge performance and very easy to use with no tuning or operator training required prior.
  • In March 2021, Cognex introduced Cognex Edge Intelligence (EI) which is used to help customers prevent downtime and boost the productivity of manufacturing and logistics operations by providing its barcode reading performance monitoring and device management.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 26)
    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 MARKET SEGMENTATION
           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. - 32)
    2.1 RESEARCH DATA
           FIGURE 2 MACHINE 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 MACHINE VISION PRODUCTS AND SOLUTIONS
                    FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
                    2.2.1.1 Approach for capturing market share by bottom-up analysis (demand side)
           2.2.2 TOP-DOWN APPROACH
                    FIGURE 1 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
    2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
           FIGURE 2 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 STUDY LIMITATIONS

3 EXECUTIVE SUMMARY (Page No. - 46)
    FIGURE 3 CAMERAS EXPECTED TO DOMINATE MACHINE VISION MARKET DURING FORECAST PERIOD
    FIGURE 4 QUALITY ASSURANCE AND INSPECTION APPLICATION EXPECTED TO HOLD LARGEST MARKET SHARE IN 2026
    FIGURE 5 FOOD & PACKAGING INDUSTRY TO REGISTER HIGHEST CAGR IN MACHINE VISION MARKET FROM 2021 TO 2026
    FIGURE 6 APAC ACCOUNTED FOR LARGEST SHARE OF MACHINE VISION MARKET IN 2020
    FIGURE 7 GENERAL MACHINE VISION SYSTEMS TO ACCOUNT FOR LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD
    3.1 COVID-19 IMPACT ON MACHINE VISION MARKET
           FIGURE 8 MACHINE VISION MARKET, PRE-COVID-19 VS POST-COVID-19 IMPACT
    3.2 PRE-COVID-19 SCENARIO
    3.3 POST-COVID-19

4 PREMIUM INSIGHTS (Page No. - 53)
    4.1 MACHINE VISION MARKET, 2021–2026 (USD BILLION)
           FIGURE 9 GROWING DEMAND OF AI MACHINE VISION DRIVING MACHINE VISION MARKET GROWTH
    4.2 MACHINE VISION MARKET, BY PRODUCT
           FIGURE 10 SMART CAMERA BASED MACHINE VISION SYSTEMS TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    4.3 MACHINE VISION MARKET, BY APPLICATION
           FIGURE 11 MARKET FOR PREDICTIVE MAINTENANCE PROJECTED TO SHOW HIGHEST CAGR DURING FORECAST PERIOD
    4.4 MACHINE VISION MARKET IN APAC, BY END-USER INDUSTRY & COUNTRY, 2020
           FIGURE 12 CHINA ACCOUNTED FOR LARGEST SHARE OF APAC MACHINE VISION MARKET IN 2020
    4.5 MACHINE VISION MARKET, BY REGION
           FIGURE 13 APAC ESTIMATD TO HELD LARGEST SHARE OF MACHINE VISION MARKET IN 2021

5 MARKET OVERVIEW (Page No. - 57)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 14 INCREASING MANUFACTURING OF HYBRID AND ELECTRIC CARS TO DRIVE GROWTH OF MACHINE VISION MARKET
           5.2.1 DRIVERS
           FIGURE 15 MACHINE VISION MARKET: DRIVERS AND THEIR IMPACT
                    5.2.1.1 Growing need for quality inspection and automation
                    5.2.1.2 Growing demand for vision-guided robotic systems
                               FIGURE 16 GROWTH OF INDUSTRIAL ROBOTICS, IN TERMS OF GLOBAL OPERATIONAL STOCK, 2009–2019
                    5.2.1.3 Rising need for ASICs
           5.2.2 RESTRAINTS
                    FIGURE 17 MACHINE VISION MARKET RESTRAINTS AND THEIR IMPACT
                    5.2.2.1 Surging risk of cyber-attacks on industrial machine robots and devices
                    5.2.2.2 Lack of flexible machine vision solutions
                    5.2.2.3 Lack of skilled professionals in manufacturing factories
                               FIGURE 18 UNDERQUALIFIED WORKERS IN VARIOUS COUNTRIES IN 2019
           5.2.3 OPPORTUNITIES
                    FIGURE 19 MACHINE VISION MARKET OPPORTUNITIES AND THEIR IMPACT
                    5.2.3.1 Increasing manufacturing of hybrid and electric cars
                               FIGURE 20 ESTIMATED SALES OF HYBRID AND ELECTRIC VEHICLES BETWEEN YEAR 2020 & 2040
                               FIGURE 21 SIZE OF GLOBAL MARKET FOR ELECTRIC VEHICLES, 2019–2027
                    5.2.3.2 Remarkable surge in demand for machine vision from food industry post COVID-19 outbreak
                    5.2.3.3 Government initiatives to support industrial automation
                    5.2.3.4 Increasing demand for artificial intelligence (AI) in machine vision
                    5.2.3.5 Government initiatives to boost AI-related technologies
                    5.2.3.6 Growing adoption of Industry 4.0 principles
                    5.2.3.7 Need for miniaturization of cameras and processors
                    5.2.3.8 Increasing wages leading to adoption of vision-guided industrial robots and other automation technologies, especially in China
                               FIGURE 22 AVERAGE YEARLY WAGES IN MANUFACTURING SECTOR IN CHINA
           5.2.4 CHALLENGES
                    FIGURE 23 MACHINE VISION MARKET CHALLENGES AND THEIR IMPACT
                    5.2.4.1 Complexities associated with integration of machine vision systems
                    5.2.4.2 Lack of user awareness about rapidly changing machine vision technology
    5.3 VALUE CHAIN ANALYSIS
           5.3.1 VALUE CHAIN ANALYSIS: MACHINE VISION
    5.4 REVENUE SHIFT AND NEW REVENUE POCKETS FOR MACHINE VISION MARKET
           FIGURE 24 REVENUE SHIFT IN MACHINE VISION MARKET
    5.5 ECOSYSTEM
           5.5.1 MACHINE VISION MARKET ECOSYSTEM
           5.5.2 ROLE OF COMPANIES IN ECOSYSTEM/VALUE CHAIN
    5.6 PORTER’S FIVE FORCES ANALYSIS
           TABLE 3 MACHINE VISION MARKET: PORTER’S FIVE FORCES ANALYSIS (2020)
           FIGURE 25 PORTER’S FIVE FORCES ANALYSIS: MACHINE 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 COGNEX’S VIDI MACHINE VISION SYSTEM HELPED IN ENHANCING PART IDENTIFICATION ACCURACY
           5.7.2 VARTA USES VISIONPRO 3D TO ACHIEVE PRODUCTION SPEED AND PRODUCT QUALITY
           5.7.3 BDTI OFFERED HYBRID SOLUTION TO RESOLVE CLIENT’S PROBLEM
           5.7.4 NOVIO PACKAGING REACHED NEW LEVELS OF QUALITY WITH OMRON MACHINE VISION SYSTEM
           5.7.5 RETAIL: CUSTOMER BEHAVIOR TRACKING
    5.8 TECHNOLOGY ANALYSIS
           5.8.1 CARTESIAN ROBOTS/INDUSTRIAL ROBOTICS
           5.8.2 INDUSTRIAL INTERNET OF THINGS AND AI
           5.8.3 LIQUID LENSES
           5.8.4 ROBOTIC VISION
           5.8.5 5G
    5.9 INDUSTRY TRENDS
    5.10 TARIFFS AND REGULATIONS
           5.10.1 NEGATIVE IMPACT OF TARIFFS ON MACHINE VISION
           5.10.2 POSITIVE IMPACT OF TARIFFS ON MACHINE VISION
           5.10.3 REGULATIONS
                    5.10.3.1 CAMERA
                               5.10.3.1.1 EMVA 1288
                               5.10.3.1.2 ASTM E57
                    5.10.3.2 LENS
    5.11 PRICING ANALYSIS
                    TABLE 4 PRICING ANALYSIS FOR MACHINE VISION CAMERAS AND MODULES
                    FIGURE 26 AVERAGE SELLING PRICE ANALYSIS OF MACHINE VISION CAMERAS
                    TABLE 5 SUBSCRIPTION-BASED MACHINE VISION PRICING
    5.12 PATENTS ANALYSIS
                    TABLE 6 IMPORTANT PATENTS RELATED TO MACHINE VISION
    5.13 TRADE ANALYSIS
                    TABLE 7 EXPORTS DATA, BY COUNTRY, 2016–2020 (THOUSAND UNITS)
                    FIGURE 27 EXPORTS DATA FOR HS CODE 852580 FOR TOP FIVE COUNTRIES IN MACHINE VISION MARKET, 2016–2020 (THOUSAND UNITS)
                    TABLE 8 IMPORTS DATA, BY COUNTRY, 2016–2020 (THOUSAND UNITS)
                    FIGURE 28 IMPORTS DATA FOR HS CODE 852580 FOR TOP FIVE COUNTRIES IN MACHINE VISION MARKET, 2016–2020 (THOUSAND UNITS)

6 MACHINE VISION MARKET, BY COMPONENT (Page No. - 94)
    6.1 INTRODUCTION
           FIGURE 29 MACHINE VISION MARKET FOR SOFTWARE COMPONENTS TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
           TABLE 9 MACHINE VISION MARKET, BY COMPONENT, 2018–2020 (USD MILLION)
           TABLE 10 MACHINE VISION MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
    6.2 HARDWARE
           TABLE 11 MACHINE VISION MARKET, BY HARDWARE, 2018–2020 (USD MILLION)
           TABLE 12 MACHINE VISION MARKET, BY HARDWARE, 2021–2026 (USD MILLION)
           TABLE 13 MACHINE VISION HARDWARE MARKET FOR CAMERAS, IN TERMS OF VALUE AND VOLUME, 2018–2020
           TABLE 14 MACHINE VISION HARDWARE MARKET FOR CAMERAS, IN TERMS OF VALUE AND VOLUME, 2021–2026
           6.2.1 CAMERAS
                    6.2.1.1 Cameras are principal components of machine vision systems
                               TABLE 15 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY PRODUCT, 2018–2026 (USD MILLION)
                               TABLE 16 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY PRODUCT, 2021–2026 (USD MILLION)
                    6.2.1.2 Interface standard
                               6.2.1.2.1 USB 2.0
                               6.2.1.2.2 USB 3.0
                               6.2.1.2.3 Camera link
                               6.2.1.2.4 Camera Link HS
                               6.2.1.2.5 GigE
                               6.2.1.2.6 10 GigE & 25 GigE bandwidth over GigE Vision standard
                               6.2.1.2.7 Others (CoaXPress, EMVA-1288, GenICam)
                               TABLE 17 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY INTERFACE STANDARD, 2018–2026 (USD MILLION)
                               TABLE 18 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY INTERFACE STANDARD, 2021–2026 (USD MILLION)
                    6.2.1.3 Imaging spectrum
                               6.2.1.3.1 Visible light
                               6.2.1.3.2 Visible + IR/IR
                               TABLE 19 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY IMAGING SPECTRUM, 2018–2020 (USD MILLION)
                               TABLE 20 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY IMAGING SPECTRUM, 2021–2026 (USD MILLION)
                    6.2.1.4 By frame rate
                               6.2.1.4.1 Less than 25 (frame per second) fps
                               6.2.1.4.2 25–125 frame per second (fps)
                               6.2.1.4.3 More than 125 fps
                               TABLE 21 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY FRAME RATE, 2018–2020 (USD MILLION)
                               TABLE 22 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY FRAME RATE, 2021–2026 (USD MILLION)
                    6.2.1.5 By format
                               6.2.1.5.1 Line scan
                               6.2.1.5.2 Area scan
                               TABLE 23 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY FORMAT, 2018–2020 (USD MILLION)
                               TABLE 24 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY FORMAT, 2021–2026 (USD MILLION)
                    6.2.1.6 By sensor
                               6.2.1.6.1 CMOS
                    6.2.1.7 CCD
                               TABLE 25 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY SENSOR, 2018–2020 (USD MILLION)
                               TABLE 26 MACHINE VISION HARDWARE MARKET FOR CAMERAS, BY SENSOR, 2021–2026 (USD MILLION)
           6.2.2 FRAME GRABBERS
                    6.2.2.1 Frame grabbers are deployed in machine vision systems to capture video frames digitally
           6.2.3 OPTICS
                    6.2.3.1 Camera lenses capture images on photographic films or other media to store images chemically or electronically
           6.2.4 LED LIGHTING
                    6.2.4.1 LED lighting conditions determine quality of images captured by machine vision cameras
           6.2.5 PROCESSORS
                    6.2.5.1 FPGA uses arrays of programmable logic blocks to design desired logic
                    6.2.5.2 DSP
                               6.2.5.2.1 DSP has specially designed architecture to fetch multiple data and instructions simultaneously
                    6.2.5.3 Microcontroller and microprocessor
                               6.2.5.3.1 Microcontrollers and microprocessors are designed for real-time applications
                    6.2.5.4 Vision Processing Unit (VPU)
                               6.2.5.4.1 VPU fulfills growing need for faster processing and compact sizing for data generation in vision-related applications
                               TABLE 27 MACHINE VISION HARDWARE MARKET, BY PROCESSOR, 2018–2020 (USD MILLION)
                               TABLE 28 MACHINE VISION HARDWARE MARKET, BY PROCESSOR, 2021–2026 (USD MILLION)
    6.3 SOFTWARE
           TABLE 29 MACHINE VISION MARKET, BY SOFTWARE, 2018–2020 (USD MILLION)
           TABLE 30 MACHINE VISION MARKET, BY SOFTWARE, 2021–2026 (USD MILLION)
           6.3.1 TRADITIONAL SOFTWARE
                    6.3.1.1 Traditional software provide framework to develop and deploy machine vision applications
           6.3.2 DEEP LEARNING SOFTWARE
                    6.3.2.1 Deep learning frameworks offer great flexibility to design and train customized deep neural networks
                    6.3.2.2 Convolutional neural networks (CNN)
                    6.3.2.3 Recurrent neural network (RNN)

7 MACHINE VISION MARKET, BY DEPLOYMENT (Page No. - 112)
    7.1 INTRODUCTION
           FIGURE 30 GENERAL MACHINE VISION SYSTEMS TO HOLD MAJOR MARKET SHARE DURING FORECAST PERIOD
           TABLE 31 MACHINE VISION MARKET, BY DEPLOYMENT, 2018–2020 (USD MILLION)
           TABLE 32 MACHINE VISION MARKET, BY DEPLOYMENT, 2021–2026 (USD MILLION)
    7.2 GENERAL
           7.2.1 GENERAL MACHINE VISION SYSTEMS TAKE ACCURATE PICTURES TO INSPECT MATERIALS AS THEY COME DOWN ASSEMBLY LINE
    7.3 ROBOTICS CELL
           7.3.1 ROBOTICS CELLS ARE ADOPTED IN MANUFACTURING PLANTS AND INTEGRATED WITH LOW-COST SMART CAMERAS AND PATTERN-MATCHING SOFTWARE
                    TABLE 33 MACHINE VISION MARKET FOR AUTOMOTIVE INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 34 MACHINE VISION MARKET FOR AUTOMOTIVE INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 35 MACHINE VISION MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 36 MACHINE VISION MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 37 MACHINE VISION MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 38 MACHINE VISION MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 39 MACHINE VISION MARKET FOR PRINTING INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 40 MACHINE VISION MARKET FOR PRINTING INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 41 MACHINE VISION MARKET FOR METALS INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 42 MACHINE VISION MARKET FOR METALS INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 43 MACHINE VISION MARKET FOR WOOD & PAPER INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 44 MACHINE VISION MARKET FOR WOOD & PAPER INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 45 MACHINE VISION MARKET FOOD & PACKAGING INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 46 MACHINE VISION MARKET FOOD & PACKAGING INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 47 MACHINE VISION MARKET FOR RUBBER & PLASTICS INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 48 MACHINE VISION MARKET FOR RUBBER & PLASTICS INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 49 MACHINE VISION MARKET FOR PHARMACEUTICALS INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 50 MACHINE VISION MARKET FOR PHARMACEUTICALS INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 51 MACHINE VISION MARKET FOR GLASS INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 52 MACHINE VISION MARKET FOR GLASS INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 53 MACHINE VISION MARKET FOR MACHINERY INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 54 MACHINE VISION MARKET FOR MACHINERY INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 55 MACHINE VISION MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 56 MACHINE VISION MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)
                    TABLE 57 MACHINE VISION MARKET FOR TEXTILES INDUSTRY, BY DEPLOYMENT, 2018–2020 (USD MILLION)
                    TABLE 58 MACHINE VISION MARKET FOR TEXTILES INDUSTRY, BY DEPLOYMENT, 2021–2026 (USD MILLION)

8 MACHINE VISION MARKET, BY PRODUCT (Page No. - 122)
    8.1 INTRODUCTION
           FIGURE 31 SMART CAMERA BASED MACHINE VISION SYSTEMS TO WITNESS HIGHER CAGR FROM 2021 TO 2026
           TABLE 59 MACHINE VISION MARKET, BY PRODUCT, 2018–2020 (USD MILLION)
           TABLE 60 MACHINE VISION MARKET, BY PRODUCT, 2021–2026 (USD MILLION)
    8.2 PC-BASED MACHINE VISION SYSTEM
           8.2.1 PC-BASED MACHINE VISION SYSTEMS CAN DETECT UNEXPECTED VARIATIONS IN CERTAIN TASKS
                    TABLE 61 PC BASED MACHINE VISION SYSTEM MARKET, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 62 PC-BASED MACHINE VISION SYSTEM MARKET, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 63 PC-BASED MACHINE VISION SYSTEM MARKET, BY APPLICATION, 2018–2020 (USD MILLION)
                    TABLE 64 PC-BASED MACHINE VISION SYSTEM MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
                    TABLE 65 PC-BASED MACHINE VISION SYSTEM MARKET, BY END-USER INDUSTRY, 2018–2020 (USD MILLION)
                    TABLE 66 PC-BASED MACHINE VISION SYSTEM MARKET, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
                    TABLE 67 PC-BASED MACHINE VISION SYSTEM MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 68 PC-BASED MACHINE VISION SYSTEM MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 69 PC-BASED MACHINE VISION SYSTEM MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 70 PC-BASED MACHINE VISION SYSTEM MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 71 PC-BASED MACHINE VISION SYSTEM MARKET FOR ELECTRONICS & SEMICONDUCTORS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 72 PC-BASED MACHINE VISION SYSTEM MARKET FOR ELECTRONICS & SEMICONDUCTORS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 73 PC-BASED MACHINE VISION SYSTEM MARKET FOR PRINTING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 74 PC-BASED MACHINE VISION SYSTEM MARKET FOR PRINTING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 75 PC-BASED MACHINE VISION SYSTEM MARKET FOR METALS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 76 PC-BASED MACHINE VISION SYSTEM MARKET FOR METALS INDUSTRY, BY REGION, 2021–2026
                    TABLE 77 PC-BASED MACHINE VISION SYSTEM MARKET FOR WOOD & PAPER INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 78 PC-BASED MACHINE VISION SYSTEM MARKET FOR WOOD & PAPER INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 79 PC-BASED MACHINE VISION SYSTEM MARKET FOR FOOD & PACKAGING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 80 PC-BASED MACHINE VISION SYSTEM MARKET FOR FOOD & PACKAGING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 81 PC-BASED MACHINE VISION SYSTEM MARKET FOR RUBBER & PLASTICS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 82 PC-BASED MACHINE VISION SYSTEM MARKET FOR RUBBER & PLASTICS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 83 PC-BASED MACHINE VISION SYSTEM MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 84 PC-BASED MACHINE VISION SYSTEM MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 85 PC-BASED MACHINE VISION SYSTEM MARKET FOR GLASS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 86 PC-BASED MACHINE VISION SYSTEM MARKET FOR GLASS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 87 PC-BASED MACHINE VISION SYSTEM MARKET FOR MACHINERY INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 88 PC-BASED MACHINE VISION SYSTEM MARKET FOR MACHINERY INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 89 PC-BASED MACHINE VISION SYSTEM MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 90 PC-BASED MACHINE VISION SYSTEM MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 91 PC-BASED MACHINE VISION SYSTEM MARKET FOR TEXTILES INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 92 PC-BASED MACHINE VISION SYSTEM MARKET FOR TEXTILES INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
    8.3 SMART CAMERA-BASED MACHINE VISION SYSTEM
           8.3.1 SMART CAMERA-BASED VISION SYSTEMS CONSIST OF EMBEDDED CONTROLLERS WITH INTEGRATED VISION SOFTWARE
                    TABLE 93 SMART CAMERA-BASED MACHINE VISION SYSTEM MARKET, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 94 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 95 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET, BY APPLICATION, 2018–2020 (USD MILLION)
                    TABLE 96 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
                    TABLE 97 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET, BY END-USER INDUSTRY, 2018–2020 (USD MILLION)
                    TABLE 98 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
                    TABLE 99 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 100 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 101 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 102 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 103 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 104 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 105 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR PRINTING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 106 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR PRINTING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 107 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR METALS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 108 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR METALS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 109 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR WOOD & PAPER INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 110 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR WOOD & PAPER INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 111 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR FOOD & PACKAGING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 112 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR FOOD & PACKAGING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 113 CAMERA BASED MACHINE VISION SYSTEM MARKET FOR RUBBER & PLASTICS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 114 CAMERA BASED MACHINE VISION SYSTEM MARKET FOR RUBBER & PLASTICS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 115 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 116 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 117 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR GLASS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 118 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR GLASS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 119 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR MACHINERY INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 120 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR MACHINERY INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 121 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 122 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                    TABLE 123 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR TEXTILES INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                    TABLE 124 SMART CAMERA BASED MACHINE VISION SYSTEM MARKET FOR TEXTILES INDUSTRY, BY REGION, 2021–2026 (USD MILLION)

9 INDUSTRIAL MACHINE VISION MARKET, BY APPLICATION (Page No. - 149)
    9.1 INTRODUCTION
           FIGURE 32 PREDICTIVE MAINTENANCE APPLICATION EXPECTED TO REGISTER HIGHEST CAGR IN MACHINE VISION MARKET BETWEEN 2021 AND 2026
           TABLE 125 MACHINE VISION MARKET, BY APPLICATION, 2018–2020 (USD MILLION)
           TABLE 126 MACHINE VISION MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
    9.2 QUALITY ASSURANCE & INSPECTION
           9.2.1 MACHINE VISION SYSTEMS ARE GO-TO APPLICATIONS FOR ACCURATE AND FAST INSPECTIONS
                    TABLE 127 MACHINE VISION MARKET FOR QUALITY ASSURANCE & INSPECTION APPLICATION, BY PRODUCT, 2018–2020 (USD MILLION)
                    TABLE 128 MACHINE VISION MARKET FOR QUALITY ASSURANCE & INSPECTION APPLICATION, BY PRODUCT, 2021–2026 (USD MILLION)
    9.3 POSITIONING & GUIDANCE
           9.3.1 POSITIONING TOOLS, CO-ORDINATE LOCATORS, AND PATTERN IDENTIFIERS DESIGNED TO INCREASE PRODUCTIVITY
                    TABLE 129 MACHINE VISION MARKET FOR POSITIONING & GUIDANCE APPLICATION, BY PRODUCT, 2018–2020 (USD MILLION)
                    TABLE 130 MACHINE VISION MARKET FOR POSITIONING AND GUIDANCE APPLICATION, BY PRODUCT, 2021–2026 (USD MILLION)
    9.4 MEASUREMENT
           9.4.1 MACHINE VISION MEASUREMENT TOOLS, COMBINED WITH RIGHT OPTICS AND STABLE LIGHTING, PROVIDE PRECISION REPEATABILITY TO ENSURE MANUFACTURING ACCURACY
                    TABLE 131 MACHINE VISION MARKET FOR MEASUREMENT APPLICATION, BY PRODUCT, 2018–2020 (USD MILLION)
                    TABLE 132 MACHINE VISION MARKET FOR MEASUREMENT APPLICATION, BY PRODUCT, 2021–2026 (USD MILLION)
    9.5 IDENTIFICATION
           9.5.1 VISION SYSTEMS READ VARIOUS CODES & ALPHANUMERIC CHARACTERS PRINTED ON PARTS FOR THEIR IDENTIFICATION
                    TABLE 133 MACHINE VISION MARKET FOR IDENTIFICATION APPLICATION, BY PRODUCT, 2018–2020 (USD MILLION)
                    TABLE 134 MACHINE VISION MARKET FOR IDENTIFICATION APPLICATION, BY PRODUCT, 2021–2026 (USD MILLION)
    9.6 PREDICTIVE MAINTENANCE
           9.6.1 PREDICTIVE MAINTENANCE CAN BE USEFUL DURING MACHINE DOWNTIME
                    TABLE 135 MACHINE VISION MARKET FOR PREDICTIVE MAINTENANCE APPLICATION, BY PRODUCT, 2018–2020 (USD MILLION)
                    TABLE 136 MACHINE VISION MARKET FOR PREDICTIVE MAINTENANCE APPLICATION, BY PRODUCT, 2021–2026 (USD MILLION)

10 MACHINE VISION MARKET, BY END-USER INDUSTRY (Page No. - 157)
     10.1 INTRODUCTION
               FIGURE 33 AUTOMOTIVE END-USER INDUSTRY TO HOLD LARGEST SHARE OF MACHINE VISION MARKET IN 2021
               TABLE 137 MACHINE VISION MARKET, BY END-USER INDUSTRY, 2018–2020 (USD MILLION)
               TABLE 138 MACHINE VISION MARKET, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
     10.2 AUTOMOTIVE
             10.2.1 MACHINE VISION SYSTEMS OFFER HIGH ACCURACY IN BIN PICKING AND POSITIONING OF PARTS FOR ASSEMBLY IN AUTOMOTIVE INDUSTRY
                       TABLE 139 MACHINE VISION MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 140 MACHINE VISION MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 141 MACHINE VISION MARKET FOR AUTOMOTIVE INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 142 MACHINE VISION MARKET FOR AUTOMOTIVE INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.3 ELECTRONICS & SEMICONDUCTOR
             10.3.1 MACHINE VISION SYSTEMS IMPROVE PRODUCT QUALITY AND INCREASE PRODUCTION VOLUME IN ELECTRONICS & SEMICONDUCTOR INDUSTRY
                       TABLE 143 MACHINE VISION MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 144 MACHINE VISION MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 145 MACHINE VISION MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 146 MACHINE VISION MARKET FOR ELECTRONICS & SEMICONDUCTOR INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.4 CONSUMER ELECTRONICS
             10.4.1 2D AND 3D MACHINE VISION SYSTEMS ARE POWERFUL TECHNOLOGIES FOR ELECTRONICS ASSEMBLY APPLICATIONS
                       TABLE 147 MACHINE VISION MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 148 MACHINE VISION MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 149 MACHINE VISION MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 150 MACHINE VISION MARKET FOR CONSUMER ELECTRONICS INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.5 GLASS
             10.5.1 MODERN MACHINE VISION TECHNOLOGY IMPROVES OPERATIONAL EFFICIENCY, TRACES DEFECTS, REDUCES WASTE, AND PROVIDES DETAILED STATISTICAL INFORMATION
                       TABLE 151 MACHINE VISION MARKET FOR GLASS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 152 MACHINE VISION MARKET FOR GLASS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 153 MACHINE VISION MARKET FOR GLASS INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 154 MACHINE VISION MARKET FOR GLASS INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.6 METALS
             10.6.1 MACHINE VISION SYSTEMS ENHANCE PRODUCT QUALITY BY 3D INSPECTION AND ARE EASY TO INTEGRATE WITH EXISTING MANUFACTURING SYSTEMS IN METALS INDUSTRY
                       TABLE 155 MACHINE VISION MARKET FOR METALS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 156 MACHINE VISION MARKET FOR METALS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 157 MACHINE VISION MARKET FOR METALS INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 158 MACHINE VISION MARKET FOR METALS INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.7 WOOD AND PAPER
             10.7.1 MACHINE VISION TECHNOLOGY IS USED TO SCAN BOARDS FOR KNOTS AND OTHER VISUAL DEFECTS FOR DOORS OR WINDOWS IN WOOD AND PAPER INDUSTRY
                       TABLE 159 MACHINE VISION MARKET FOR WOOD & PAPER INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 160 MACHINE VISION MARKET FOR WOOD & PAPER INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 161 MACHINE VISION MARKET FOR WOOD & PAPER INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 162 MACHINE VISION MARKET FOR WOOD & PAPER INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.8 PHARMACEUTICALS
             10.8.1 MACHINE VISION SYSTEMS ARE USED TO DETECT DEFECTS AND ENSURE HIGH PRODUCT QUALITY
                       TABLE 163 MACHINE VISION MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 164 MACHINE VISION MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 165 MACHINE VISION MARKET FOR PHARMACEUTICALS INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 166 MACHINE VISION MARKET FOR PHARMACEUTICALS INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.9 FOOD AND PACKAGING
             10.9.1 FOOD
                       10.9.1.1 Machine vision systems use algorithms to understand characteristics such as size, growth stage, and variety of foods
             10.9.2 PACKAGING
                       10.9.2.1 Machine vision helps reduce errors in inspection of packaging processes
                                   TABLE 167 MACHINE VISION MARKET FOR FOOD & PACKAGING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                                   TABLE 168 MACHINE VISION MARKET FOR FOOD & PACKAGING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                                   TABLE 169 MACHINE VISION MARKET FOR FOOD & PACKAGING INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                                   TABLE 170 MACHINE VISION MARKET FOR FOOD AND PACKAGING INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.10 RUBBER & PLASTICS
             10.10.1 MACHINE VISION SYSTEMS ARE DESIGNED TO EXAMINE AND EVALUATE QUALITY OF PARTS
                       TABLE 171 MACHINE VISION MARKET FOR RUBBER & PLASTICS INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 172 MACHINE VISION MARKET FOR RUBBER & PLASTICS INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 173 MACHINE VISION MARKET FOR RUBBER & PLASTICS INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 174 MACHINE VISION MARKET FOR RUBBER & PLASTICS INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.11 PRINTING
             10.11.1 MACHINE VISION SYSTEMS ARE WIDELY USED IN LABEL PRINTERS
                       TABLE 175 MACHINE VISION MARKET FOR PRINTING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 176 MACHINE VISION MARKET FOR PRINTING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 177 MACHINE VISION MARKET FOR PRINTING INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 178 MACHINE VISION MARKET FOR PRINTING INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.12 MACHINERY
             10.12.1 MACHINE VISION SYSTEMS HELP IN COMPLETING PROCESSES FASTER, DETECTING DEFECTS, AND VALIDATING PRODUCT QUALITY
                       TABLE 179 MACHINE VISION MARKET FOR MACHINERY INDUSTRY, BY REGION, 2018–2020 (USD MILLION)
                       TABLE 180 MACHINE VISION MARKET FOR MACHINERY INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                       TABLE 181 MACHINE VISION MARKET FOR MACHINERY INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)
                       TABLE 182 MACHINE VISION MARKET FOR MACHINERY INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.13 SOLAR PANEL MANUFACTURING
               10.13.1 INDUSTRIAL MACHINE VISION-BASED INSPECTION TOOLS EXAMINE QUALITY OF SOLAR PANELS
                         TABLE 183 MACHINE VISION MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY REGION, 2018–2020 (USD MILLION)                 TABLE 184 MACHINE VISION MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY REGION, 2021–2026 (USD MILLION)                 TABLE 185 MACHINE VISION MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY PRODUCT, 2018–2020 (USD MILLION)                 TABLE 186 MACHINE VISION MARKET FOR SOLAR PANEL MANUFACTURING INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)
     10.14 TEXTILES
               10.14.1 MACHINE VISION SYSTEMS HELP MANUFACTURERS PRODUCE HIGH-QUALITY TEXTILES WHILE MINIMIZING COSTS AND MAXIMIZING PROFITS       TABLE 187 MACHINE VISION MARKET FOR TEXTILES INDUSTRY, BY REGION, 2018-2020 (USD MILLION)
                         TABLE 188 MACHINE VISION MARKET FOR TEXTILES INDUSTRY, BY REGION, 2021–2026 (USD MILLION)
                         TABLE 189 MACHINE VISION MARKET FOR TEXTILES INDUSTRY, BY PRODUCT, 2018-–2020 (USD MILLION)
                         TABLE 190 MACHINE VISION MARKET FOR TEXTILES INDUSTRY, BY PRODUCT, 2021–2026 (USD MILLION)

11 GEOGRAPHIC ANALYSIS (Page No. - 185)
     11.1 INTRODUCTION
               FIGURE 34 GEOGRAPHIC SNAPSHOT OF MACHINE VISION MARKET (2021–2026)
               TABLE 191 MACHINE VISION MARKET, BY REGION, 2018–2020 (USD MILLION)
               TABLE 192 MACHINE VISION MARKET, BY REGION, 2021–2026 (USD MILLION)
     11.2 NORTH AMERICA
               FIGURE 35 NORTH AMERICA: MACHINE VISION MARKET SNAPSHOT
               TABLE 193 MACHINE VISION MARKET IN NORTH AMERICA, BY COUNTRY, 2018–2020 (USD MILLION)
               TABLE 194 MACHINE VISION MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD MILLION)
               TABLE 195 MACHINE VISION MARKET IN NORTH AMERICA, BY END-USER INDUSTRY, 2018–2020 (USD MILLION)
               TABLE 196 MACHINE VISION MARKET IN NORTH AMERICA, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
             11.2.1 US
                       11.2.1.1 US offers ideal environment for innovations, which has facilitated massive advancements in machine vision technologies and standards
             11.2.2 CANADA
                       11.2.2.1 Canada is among leading contributors to development of machine vision technologies
             11.2.3 MEXICO
                       11.2.3.1 Mexico is evolving as major industrial hub in North America
     11.3 EUROPE
               FIGURE 36 EUROPE: MACHINE VISION MARKET SNAPSHOT
               TABLE 197 MACHINE VISION MARKET IN EUROPE, BY COUNTRY, 2018–2020 (USD MILLION)
               TABLE 198 MACHINE VISION MARKET IN EUROPE, BY COUNTRY, 2021–2026 (USD MILLION)
               TABLE 199 MACHINE VISION MARKET IN EUROPE, BY END-USER INDUSTRY, 2018–2020 (USD MILLION)
               TABLE 200 MACHINE VISION MARKET IN EUROPE, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
             11.3.1 GERMANY
                       11.3.1.1 Increasing demand for robots in automotive and electronics industries is driving growth of market for camera-based machine vision systems
             11.3.2 UK
                       11.3.2.1 Manufacturers based in UK are progressively considering machine vision systems to improve their product quality and minimize waste
             11.3.3 FRANCE
                       11.3.3.1 France heavily focuses on its aerospace & defense industry
             11.3.4 ITALY
             11.3.5 SPAIN
                       11.3.5.1 Growth of market in Spain is driven by industries such as consumer electronics and pharmaceuticals
             11.3.6 REST OF EUROPE
     11.4 APAC
               FIGURE 37 APAC: MACHINE VISION MARKET SNAPSHOT
               TABLE 201 MACHINE VISION MARKET IN APAC, BY COUNTRY, 2018–2020 (USD MILLION)
               TABLE 202 MACHINE VISION MARKET IN APAC, BY COUNTRY, 2021–2026 (USD MILLION)
               TABLE 203 MACHINE VISION MARKET IN APAC, BY END–USER INDUSTRY, 2018–2020 (USD MILLION)
               TABLE 204 MACHINE VISION MARKET IN APAC, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
             11.4.1 CHINA
                       11.4.1.1 China has robust export industry that manufactures products for global market
             11.4.2 JAPAN
                       11.4.2.1 Manufacturers in Japan have been early adopters of machine vision systems as they consider this technology to be a quality-enhancing element in their manufacturing processes
             11.4.3 SOUTH KOREA
                       11.4.3.1 South Korea is among leading manufacturers of robots in world
             11.4.4 INDIA
                       11.4.4.1 Manufacturing sector in India is expected to grow further in near future, which will require automated quality check mechanisms
             11.4.5 REST OF APAC
     11.5 ROW
               FIGURE 38 ROW: MACHINE VISION MARKET SNAPSHOT
               TABLE 205 MACHINE VISION MARKET IN ROW, BY REGION, 2018–2020 (USD MILLION)
               TABLE 206 MACHINE VISION MARKET IN ROW, BY REGION, 2021–2026 (USD MILLION)
               TABLE 207 MACHINE VISION MARKET IN ROW, BY END–USER INDUSTRY, 2018–2020 (USD MILLION)
               TABLE 208 MACHINE VISION MARKET IN ROW, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
             11.5.1 SOUTH AMERICA
                       11.5.1.1 South America has significant potential to use machine vision systems
             11.5.2 MIDDLE EAST
                       11.5.2.1 Increasing manufacturing activities in Israel, Middle East, and North Africa are boosting market growth
             11.5.3 AFRICA
                       11.5.3.1 Growing production in food & beverages, automotive, and pharmaceuticals industries is key driver for growth of machine vision market

12 COMPETITIVE LANDSCAPE (Page No. - 207)
     12.1 OVERVIEW
     12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
             12.2.1 OVERVIEW OF STRATEGIES DEPLOYED BY MACHINE VISION OEMS
     12.3 COMPNAY REVENUE ANALYSIS, 2016–2020
               TABLE 209 TOP FIVE PLAYERS REVENUE ANALYSIS RELATED TO MACHINE VISION SEGMENT, 2016–2020 (USD MILLION)
               FIGURE 39 5-YEAR REVENUE ANALYSIS OF TOP 5 PLAYERS, 2016–2020
     12.4 MARKET SHARE ANALYSIS, 2020
               FIGURE 40 SHARE OF MAJOR PLAYERS IN MACHINE VISION MARKET, 2020
               TABLE 210 MACHINE VISION MARKET: DEGREE OF COMPETITION
     12.5 RANKING OF KEY PLAYERS IN MACHINE VISION MARKET
               FIGURE 41 MACHINE VISION HARDWARE 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 42 MACHINE 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 43 MACHINE VISION MARKET: STARTUP/SME EVALUATION QUADRANT, 2020
     12.8 MACHINE VISION MARKET: COMPANY FOOTPRINT
               TABLE 211 FOOTPRINT OF COMPANIES
               TABLE 212 APPLICATION FOOTPRINT OF COMPANIES
               TABLE 213 PRODUCT FOOTPRINT OF COMPANIES
               TABLE 214 REGION FOOTPRINT OF COMPANIES

13 COMPANY PROFILE (Page No. - 223)
     13.1 KEY PLAYERS
(Business overview, Products offered, Recent Developments,  MNM view)*
             13.1.1 COGNEX CORPORATION
                       TABLE 215 COGNEX: BUSINESS OVERVIEW
                       FIGURE 44 COGNEX: COMPANY SNAPSHOT
             13.1.2 BASLER
                       TABLE 216 BASLER: BUSINESS OVERVIEW
                       FIGURE 45 BASLER: COMPANY SNAPSHOT
             13.1.3 OMRON CORPORATION
                       TABLE 217 OMRON CORPORATION: BUSINESS OVERVIEW
                       FIGURE 46 OMRON CORPORATION: COMPANY SNAPSHOT
             13.1.4 KEYENCE CORPORATION
                       TABLE 218 KEYENCE: BUSINESS OVERVIEW
                       FIGURE 47 KEYENCE: COMPANY SNAPSHOT
             13.1.5 TELEDYNE TECHNOLOGIES
                       TABLE 219 TELEDYNE TECHNOLOGIES: BUSINESS OVERVIEW
                       FIGURE 48 TELEDYNE TECHNOLOGIES: COMPANY SNAPSHOT
             13.1.6 TKH GROUP
                       TABLE 220 TKH GROUP: BUSINESS OVERVIEW
                       FIGURE 49 TKH GROUP: COMPANY SNAPSHOT
             13.1.7 NATIONAL INSTRUMENTS
                       TABLE 221 NATIONAL INSTRUMENTS: BUSINESS OVERVIEW
                       FIGURE 50 NATIONAL INSTRUMENTS: COMPANY SNAPSHOT
             13.1.8 SONY CORPORATION
                       TABLE 222 SONY CORPORATION: BUSINESS OVERVIEW
                       FIGURE 51 SONY CORPORATION: COMPANY SNAPSHOT
             13.1.9 TEXAS INSTRUMENTS
                       TABLE 223 TEXAS INSTRUMENTS: BUSINESS OVERVIEW
                       FIGURE 52 TEXAS INSTRUMENTS: COMPANY SNAPSHOT
             13.1.10 INTEL CORPORATION
                       TABLE 224 INTEL CORPORATION: BUSINESS OVERVIEW
                       FIGURE 53 INTEL CORPORATION: COMPANY SNAPSHOT
             13.1.11 ISRA VISION AG
                       TABLE 225 ISRA VISION AG: BUSINESS OVERVIEW
                       FIGURE 54 ISRA VISION AG: COMPANY SNAPSHOT
             13.1.12 SICK AG
                       TABLE 226 SICK AG: BUSINESS OVERVIEW
                       FIGURE 55 SICK AG: COMPANY SNAPSHOT
             13.1.13 MICROSOFT
                       TABLE 227 MICROSOFT: BUSINESS OVERVIEW
                       FIGURE 56 MICROSOFT: COMPANY SNAPSHOT
*Details on Business overview, Products offered, Recent Developments, MNM view might not be captured in case of unlisted companies.
     13.2 OTHER COMPANY PROFILES
             13.2.1 AMETEK INC.
             13.2.2 QUALITAS TECHNOLOGIES
             13.2.3 BAUMER OPTRONIC
             13.2.4 ALGOLUX
             13.2.5 TORDIVEL AS
             13.2.6 INUITIVE
             13.2.7 MVTEC SOFTWARE GMBH
             13.2.8 JAI A/S
             13.2.9 INDUSTRIAL VISION SYSTEMS LTD.

14 APPENDIX (Page No. - 284)
     14.1 DISCUSSION GUIDE
     14.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     14.3 RELATED REPORTS
     14.4 AUTHOR DETAILS

The study involved 4 major activities in estimating the current size of the machine 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 machine 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 machine 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 machine 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 machine vision market.

Machine 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 machine 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, analyze, and forecast the machine vision market, in terms of value based on deployment, component, product, application, end-user 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 machine 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)
COVID-19

Get in-depth analysis of the COVID-19 impact on the Machine Vision Market

Benchmarking the rapid strategy shifts of the Top 100 companies in the Machine Vision Market

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Published ON
Sep, 2021
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