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AI-based Machine Vision Market - Global Forecast 2026-2032- Product Image
AI-based Machine Vision Market - Global Forecast 2026-2032- Product Image
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AI-based Machine Vision Market - Global Forecast 2026-2032

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    Report

  • 188 Pages
  • January 2026
  • Region: Global
  • 360iResearch™
  • ID: 6015122
1h Free Analyst Time
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AI-driven machine vision is reshaping industrial and commercial operations by delivering rapid, dependable decision-making. Senior business leaders increasingly depend on these technologies to drive automation, streamline workflows, and ensure operational agility in complex sectors.

Market Snapshot: AI-Based Machine Vision Market Overview

The AI-Based Machine Vision Market experienced robust expansion, growing from USD 24.01 billion in 2025 to USD 28.98 billion in 2026, and is projected to reach USD 90.95 billion by 2032 at a compound annual growth rate (CAGR) of 20.95%.

This sustained momentum demonstrates rising adoption of AI-enabled imaging solutions for scalable automation, advanced analytics, and reliable quality control.

Scope & Segmentation: Structure and Segments Driving Market Evolution

  • Product Types: Encompasses hardware such as lighting systems, optics, processing units, and vision sensors which include 2D, infrared, and 3D cameras. Also includes software elements like AI frameworks and vision analytics, as well as comprehensive consulting, integration, and lifecycle maintenance services.
  • Technology Types: Incorporates deep learning neural networks, generative models for sophisticated analytics and anomaly detection, 3D imaging capabilities, classical machine vision methods, and hybrid compute architectures to address performance and scalability needs.
  • Deployment Modes: Solutions span cloud deployment across private, public, and hybrid environments, as well as edge implementations involving embedded systems, industrial nodes, and IP cameras for real-time control.
  • Applications: Covers wide use cases including machine guidance, precision measurement, object recognition, extensive quality inspection such as dimensional checks and defect detection, surveillance, and full-process automation.
  • End-Use Industries: Deployments are prominent in automotive manufacturing, electronics, bottling and packaging within food and beverage, healthcare, and retail, providing key benefits like automated inventory, checkout, and compliance monitoring.
  • Regions Covered: Adoption patterns vary; the Americas emphasize edge computing and integration, EMEA focuses on standards, modularity, and energy efficiency, while Asia Pacific drives scalable rollouts, 3D imaging, and hybrid system topologies.

Key Takeaways for Senior Decision-Makers

  • Advanced imaging hardware integrates with sensor innovation and neural software, producing real-time, trustworthy insights that enhance business efficiency and product quality across industries.
  • Edge inference and cloud-based orchestration underpin scalable deployments, offering fast operational response and supporting advanced analytics, data governance, and centralized model updates.
  • Modularity in architecture and adoption of camera-agnostic software platforms ease integration challenges, reduce risk, and allow for incremental upgrades aligned with business needs.
  • Evolving value chains are centered around partnerships that combine sensor manufacturing, software frameworks, and comprehensive integration services, expediting deployment and ongoing maintenance.
  • Industry-specific requirements drive divergent application needs: manufacturers prioritize defect detection, retailers leverage real-time analytics, and healthcare sectors demand strict regulatory compliance and traceability in system design.
  • Selection processes increasingly favor vendors with robust service-level agreements, deep domain expertise, and a strong ability to satisfy regional compliance and supply demands.

Tariff Impact on Supply Chains and Sourcing

  • Ongoing shifts in global trade policy, including tariffs, particularly affect cost and availability of capital-intensive hardware like vision sensors and processing units.
  • Many organizations are adopting multisourcing and nearshoring procurement strategies to maintain stability and minimize disruptions in the supply chain.
  • Suppliers and integrators now focus on redesigning solutions for modularity, increasing inventory reserves, and fostering regional partnerships to optimize lead times and sustain service quality.
  • Software-driven approaches are increasingly valued for minimizing hardware dependencies, enabling camera-agnostic analytics, and optimizing ownership costs against background tariff fluctuation.

Methodology & Data Sources

This research is grounded in direct interviews with domain experts, integrators, and end users within strategically significant industries. Insights are verified via product reviews, documented case studies, academic sources, and compliance with industry standards. The report relies on segmentation, technology trend analysis, and scenario-based evaluation of supply chain risks for comprehensive results.

Why This Report Matters

  • Guides technology and operations leaders in prioritizing investments for modular, scalable AI-driven machine vision systems that align closely with both application and regional requirements.
  • Offers actionable, segment-specific strategies to address integration challenges and mitigate supply chain risks, supporting accelerated yet secure market deployments.
  • Enables informed decision-making by equipping leaders with trend-driven insights and practical frameworks to sustain performance, compliance, and operational continuity.

Conclusion

AI-based machine vision is gaining ground across industries through its modular design, adaptive sourcing, and tailored service delivery. Organizations adopting these strategies are well-positioned to boost operational resilience and secure sustained competitive advantage in evolving markets.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Definition
1.3. Market Segmentation & Coverage
1.4. Years Considered for the Study
1.5. Currency Considered for the Study
1.6. Language Considered for the Study
1.7. Key Stakeholders
2. Research Methodology
2.1. Introduction
2.2. Research Design
2.2.1. Primary Research
2.2.2. Secondary Research
2.3. Research Framework
2.3.1. Qualitative Analysis
2.3.2. Quantitative Analysis
2.4. Market Size Estimation
2.4.1. Top-Down Approach
2.4.2. Bottom-Up Approach
2.5. Data Triangulation
2.6. Research Outcomes
2.7. Research Assumptions
2.8. Research Limitations
3. Executive Summary
3.1. Introduction
3.2. CXO Perspective
3.3. Market Size & Growth Trends
3.4. Market Share Analysis, 2025
3.5. FPNV Positioning Matrix, 2025
3.6. New Revenue Opportunities
3.7. Next-Generation Business Models
3.8. Industry Roadmap
4. Market Overview
4.1. Introduction
4.2. Industry Ecosystem & Value Chain Analysis
4.2.1. Supply-Side Analysis
4.2.2. Demand-Side Analysis
4.2.3. Stakeholder Analysis
4.3. Porter’s Five Forces Analysis
4.4. PESTLE Analysis
4.5. Market Outlook
4.5.1. Near-Term Market Outlook (0-2 Years)
4.5.2. Medium-Term Market Outlook (3-5 Years)
4.5.3. Long-Term Market Outlook (5-10 Years)
4.6. Go-to-Market Strategy
5. Market Insights
5.1. Consumer Insights & End-User Perspective
5.2. Consumer Experience Benchmarking
5.3. Opportunity Mapping
5.4. Distribution Channel Analysis
5.5. Pricing Trend Analysis
5.6. Regulatory Compliance & Standards Framework
5.7. ESG & Sustainability Analysis
5.8. Disruption & Risk Scenarios
5.9. Return on Investment & Cost-Benefit Analysis
6. Cumulative Impact of United States Tariffs 2025
7. Cumulative Impact of Artificial Intelligence 2025
8. AI-based Machine Vision Market, by Product
8.1. Hardware
8.1.1. Lighting System
8.1.2. Optics
8.1.3. Processing Unit
8.1.4. Vision Sensor
8.1.4.1. Infrared Camera
8.1.4.2. Three D Camera
8.1.4.3. Two D Camera
8.2. Services
8.2.1. Consulting Services
8.2.2. Integration Services
8.2.3. Maintenance Services
8.3. Software
8.3.1. AI Frameworks
8.3.2. Analytics Software
8.3.3. Vision Software
9. AI-based Machine Vision Market, by Technology
9.1. Deep Learning
9.1.1. Convolutional Neural Networks
9.1.2. Generative Adversarial Networks
9.1.3. Recurrent Neural Networks
9.2. Machine Learning
9.3. Three D Imaging
9.4. Traditional Machine Vision
10. AI-based Machine Vision Market, by Application
10.1. Guidance
10.2. Measurement
10.3. Object Recognition
10.4. Quality Inspection
10.4.1. Dimensional Accuracy
10.4.2. Packaging Integrity
10.4.3. Surface Defect Detection
10.5. Surveillance
11. AI-based Machine Vision Market, by End Use Industry
11.1. Automotive
11.2. Electronics
11.3. Food And Beverage
11.3.1. Bottling
11.3.2. Label Verification
11.3.3. Packaging
11.4. Healthcare
11.5. Retail
11.5.1. Inventory Management
11.5.2. Self Checkout
11.5.3. Theft Prevention
12. AI-based Machine Vision Market, by Region
12.1. Americas
12.1.1. North America
12.1.2. Latin America
12.2. Europe, Middle East & Africa
12.2.1. Europe
12.2.2. Middle East
12.2.3. Africa
12.3. Asia-Pacific
13. AI-based Machine Vision Market, by Group
13.1. ASEAN
13.2. GCC
13.3. European Union
13.4. BRICS
13.5. G7
13.6. NATO
14. AI-based Machine Vision Market, by Country
14.1. United States
14.2. Canada
14.3. Mexico
14.4. Brazil
14.5. United Kingdom
14.6. Germany
14.7. France
14.8. Russia
14.9. Italy
14.10. Spain
14.11. China
14.12. India
14.13. Japan
14.14. Australia
14.15. South Korea
15. United States AI-based Machine Vision Market
16. China AI-based Machine Vision Market
17. Competitive Landscape
17.1. Market Concentration Analysis, 2025
17.1.1. Concentration Ratio (CR)
17.1.2. Herfindahl Hirschman Index (HHI)
17.2. Recent Developments & Impact Analysis, 2025
17.3. Product Portfolio Analysis, 2025
17.4. Benchmarking Analysis, 2025
17.5. Advanced Micro Devices, Inc.
17.6. Allied Vision Technologies GmbH
17.7. Amazon Web Services, Inc.
17.8. Basler AG
17.9. Baumer Holding AG
17.10. Cognex Corporation
17.11. Google LLC by Alphabet Inc
17.12. Honeywell International Inc.
17.13. IBM Corporation
17.14. IDS Imaging Development Systems GmbH
17.15. Intel Corporation
17.16. ISRA VISION AG
17.17. JAI A/S
17.18. Keyence Corporation
17.19. LMI Technologies Inc.
17.20. Machine Vision Products, Inc.
17.21. Microsoft Corporation
17.22. MVTec Software GmbH
17.23. NATIONAL INSTRUMENTS CORP by Emerson Electric Co.
17.24. NVIDIA Corporation
17.25. Omron Corporation
17.26. Perceptron, Inc. by Atlas Copco AB
17.27. Pleora Technologies Inc.
17.28. Qualcomm Technologies, Inc.
17.29. Rockwell Automation, Inc.
17.30. Sick AG
17.31. Siemens AG
17.32. STEMMER IMAGING AG
17.33. Teledyne Technologies Incorporated
17.34. Tordivel AS
17.35. Zebra Technologies Corporation
List of Figures
FIGURE 1. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL AI-BASED MACHINE VISION MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL AI-BASED MACHINE VISION MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. UNITED STATES AI-BASED MACHINE VISION MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 12. CHINA AI-BASED MACHINE VISION MARKET SIZE, 2018-2032 (USD MILLION)
List of Tables
TABLE 1. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY LIGHTING SYSTEM, BY REGION, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY LIGHTING SYSTEM, BY GROUP, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY LIGHTING SYSTEM, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY OPTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY OPTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY OPTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PROCESSING UNIT, BY REGION, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PROCESSING UNIT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PROCESSING UNIT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, BY REGION, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, BY GROUP, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INFRARED CAMERA, BY REGION, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INFRARED CAMERA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INFRARED CAMERA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THREE D CAMERA, BY REGION, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THREE D CAMERA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THREE D CAMERA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TWO D CAMERA, BY REGION, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TWO D CAMERA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TWO D CAMERA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY CONSULTING SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY CONSULTING SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INTEGRATION SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INTEGRATION SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MAINTENANCE SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MAINTENANCE SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MAINTENANCE SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY AI FRAMEWORKS, BY REGION, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY AI FRAMEWORKS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY AI FRAMEWORKS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY ANALYTICS SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY ANALYTICS SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY ANALYTICS SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY VISION SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY REGION, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS, BY REGION, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RECURRENT NEURAL NETWORKS, BY REGION, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RECURRENT NEURAL NETWORKS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RECURRENT NEURAL NETWORKS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MACHINE LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MACHINE LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THREE D IMAGING, BY REGION, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THREE D IMAGING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THREE D IMAGING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TRADITIONAL MACHINE VISION, BY REGION, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TRADITIONAL MACHINE VISION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY TRADITIONAL MACHINE VISION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GUIDANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GUIDANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GUIDANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MEASUREMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MEASUREMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY MEASUREMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY OBJECT RECOGNITION, BY REGION, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY OBJECT RECOGNITION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY OBJECT RECOGNITION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DIMENSIONAL ACCURACY, BY REGION, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DIMENSIONAL ACCURACY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY DIMENSIONAL ACCURACY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PACKAGING INTEGRITY, BY REGION, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PACKAGING INTEGRITY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PACKAGING INTEGRITY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SURFACE DEFECT DETECTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SURFACE DEFECT DETECTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SURFACE DEFECT DETECTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SURVEILLANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SURVEILLANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SURVEILLANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2032 (USD MILLION)
TABLE 106. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY AUTOMOTIVE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 107. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY AUTOMOTIVE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 108. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY ELECTRONICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 109. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY ELECTRONICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 110. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY ELECTRONICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 111. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, BY REGION, 2018-2032 (USD MILLION)
TABLE 112. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 113. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 114. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 115. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY BOTTLING, BY REGION, 2018-2032 (USD MILLION)
TABLE 116. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY BOTTLING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 117. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY BOTTLING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 118. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY LABEL VERIFICATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 119. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY LABEL VERIFICATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 120. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY LABEL VERIFICATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 121. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PACKAGING, BY REGION, 2018-2032 (USD MILLION)
TABLE 122. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PACKAGING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 123. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY PACKAGING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 124. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 125. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HEALTHCARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 126. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 127. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, BY REGION, 2018-2032 (USD MILLION)
TABLE 128. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, BY GROUP, 2018-2032 (USD MILLION)
TABLE 129. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 130. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 131. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 132. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 133. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 134. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SELF CHECKOUT, BY REGION, 2018-2032 (USD MILLION)
TABLE 135. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SELF CHECKOUT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 136. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY SELF CHECKOUT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 137. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THEFT PREVENTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 138. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THEFT PREVENTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 139. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY THEFT PREVENTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 140. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY REGION, 2018-2032 (USD MILLION)
TABLE 141. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 142. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 143. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 144. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 145. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 146. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 147. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 148. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 149. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 150. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 151. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 152. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 153. AMERICAS AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 154. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 155. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 156. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 157. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 158. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 159. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 160. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 161. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 162. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 163. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 164. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 165. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 166. NORTH AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 167. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 168. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 169. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 170. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 171. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 172. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 173. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 174. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 175. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 176. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 177. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 178. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 179. LATIN AMERICA AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 180. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 181. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 182. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 183. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 184. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 185. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 186. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 187. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 188. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 189. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 190. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 191. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 192. EUROPE, MIDDLE EAST & AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 193. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 194. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 195. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 196. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 197. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 198. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 199. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 200. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 201. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 202. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 203. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 204. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 205. EUROPE AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 206. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 207. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 208. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 209. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 210. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 211. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 212. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 213. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 214. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 215. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 216. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 217. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 218. MIDDLE EAST AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 219. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 220. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 221. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 222. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 223. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 224. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 225. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 226. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 227. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 228. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 229. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 230. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 231. AFRICA AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 232. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 233. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 234. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 235. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 236. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 237. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 238. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 239. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 240. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 241. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 242. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 243. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 244. ASIA-PACIFIC AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 245. GLOBAL AI-BASED MACHINE VISION MARKET SIZE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 246. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 247. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 248. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 249. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 250. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 251. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 252. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 253. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 254. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 255. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 256. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 257. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 258. ASEAN AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 259. GCC AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 260. GCC AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 261. GCC AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 262. GCC AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 263. GCC AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 264. GCC AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 265. GCC AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 266. GCC AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 267. GCC AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 268. GCC AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 269. GCC AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 270. GCC AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 271. GCC AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 272. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 273. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 274. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 275. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 276. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 277. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 278. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 279. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 280. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 281. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 282. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 283. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 284. EUROPEAN UNION AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 285. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 286. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 287. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 288. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 289. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 290. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 291. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 292. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 293. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 294. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 295. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 296. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 297. BRICS AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 298. G7 AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 299. G7 AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 300. G7 AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 301. G7 AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 302. G7 AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 303. G7 AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 304. G7 AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 305. G7 AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 306. G7 AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 307. G7 AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-2032 (USD MILLION)
TABLE 308. G7 AI-BASED MACHINE VISION MARKET SIZE, BY END USE INDUSTRY, 2018-2032 (USD MILLION)
TABLE 309. G7 AI-BASED MACHINE VISION MARKET SIZE, BY FOOD AND BEVERAGE, 2018-2032 (USD MILLION)
TABLE 310. G7 AI-BASED MACHINE VISION MARKET SIZE, BY RETAIL, 2018-2032 (USD MILLION)
TABLE 311. NATO AI-BASED MACHINE VISION MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 312. NATO AI-BASED MACHINE VISION MARKET SIZE, BY PRODUCT, 2018-2032 (USD MILLION)
TABLE 313. NATO AI-BASED MACHINE VISION MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 314. NATO AI-BASED MACHINE VISION MARKET SIZE, BY VISION SENSOR, 2018-2032 (USD MILLION)
TABLE 315. NATO AI-BASED MACHINE VISION MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 316. NATO AI-BASED MACHINE VISION MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 317. NATO AI-BASED MACHINE VISION MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 318. NATO AI-BASED MACHINE VISION MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 319. NATO AI-BASED MACHINE VISION MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 320. NATO AI-BASED MACHINE VISION MARKET SIZE, BY QUALITY INSPECTION, 2018-20

Companies Mentioned

  • Advanced Micro Devices, Inc.
  • Allied Vision Technologies GmbH
  • Amazon Web Services, Inc.
  • Basler AG
  • Baumer Holding AG
  • Cognex Corporation
  • Google LLC by Alphabet Inc
  • Honeywell International Inc.
  • IBM Corporation
  • IDS Imaging Development Systems GmbH
  • Intel Corporation
  • ISRA VISION AG
  • JAI A/S
  • Keyence Corporation
  • LMI Technologies Inc.
  • Machine Vision Products, Inc.
  • Microsoft Corporation
  • MVTec Software GmbH
  • NATIONAL INSTRUMENTS CORP by Emerson Electric Co.
  • NVIDIA Corporation
  • Omron Corporation
  • Perceptron, Inc. by Atlas Copco AB
  • Pleora Technologies Inc.
  • Qualcomm Technologies, Inc.
  • Rockwell Automation, Inc.
  • Sick AG
  • Siemens AG
  • STEMMER IMAGING AG
  • Teledyne Technologies Incorporated
  • Tordivel AS
  • Zebra Technologies Corporation

Table Information

Report AttributeDetails
No. of Pages188
PublishedJanuary 2026
Forecast Period2026 - 2032
Estimated Market Value ( USD ) in 2026 $ 28.98 Billion
Forecasted Market Value ( USD ) by 2032 $ 90.95 Billion
Compound Annual Growth Rate20.9%
Regions CoveredGlobal
No. of Companies Mentioned31

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