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Artificial Intelligence

PUBLISHER: Mind Commerce | PRODUCT CODE: 1207779

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PUBLISHER: Mind Commerce | PRODUCT CODE: 1207779

AI in Computer Vision Market by Technology, Solutions, Use Cases, Deployment Model and Industry Verticals 2023 - 2028

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Description

Table of Contents

List of Tables

Overview:

This report assesses the application of AI in computer vision systems used in conjunction with connected devices, hardware components, embedded software, AI platforms, and analytics. The report analyzes machine learning models and APIs used in computer vision systems along with the application of neural networks in AI analytics systems.

This research also evaluates the causal relationship of computer vision systems with IoT, Edge computing, and connected machines along with core hardware and software technology. The report also analyzes the relation of emotion AI with computer vision systems along with the market factors.

Select Report Findings:

  • The global market for AI in computer vision will reach $83.6 billion by 2028
  • Global reinforcement learning in computer vision will reach $47.3 billion by 2028
  • Global 2D and 3D machine vision will reach $3.9 billion and $8.1 billion respectively by 2028
  • Global AI in computer vision by unit volume expansion will grow at 39.1% CAGR through 2028
  • Global market for cameras with greater than 125 frame rate per second will exceed $11.1 billion by 2028
  • Asia Pacific software market in support of AI in computer vision will reach $12.7 billion by 2028 with 31.9% CAGR

Computer vision systems are dedicated to simulate the human visual system while analyzing the information extracted from photos and videos. They do this by way of mathematical operations in conjunction with signal processing systems to process both digital and analog images. These systems leverage both two dimensional and three-dimensional processes.

AI represents the ability to organize information and create outcomes in learning, decision-making, and problem-solving using a computer-enabled robotic system in the same way a human brain does. The integration of AI and computer vision systems enhance the accuracy of object identification, classification, and analysis of information.

Through leveraging AI, computer vision systems provide a robotic system in which vision sensing capabilities provide information about the environment. One of the best examples of this in practice is autonomous vehicles, which rely on computer vision and AI-based decision making for safe travel.

Select Companies in Report:

  • AB Electrolux
  • ABB Ltd.
  • AIBrian Inc.
  • Algolux
  • Amazon Inc.
  • AMD
  • AMP Robotics
  • Apple Inc.
  • ARM Limited
  • Athena Security
  • Atmel Corporation
  • Baidu Inc.
  • Basler
  • Brighterion Inc.
  • Buddy
  • Ceva Inc.
  • Creative Virtual
  • CureMetrix
  • Digital Reasoning Systems Inc.
  • Facebook (Meta)
  • General Electric
  • General Vision Inc.
  • Google
  • Graphcore
  • Groopic
  • Groq
  • H2O.ai
  • Hailo
  • Hewlett Packard Enterprise
  • Huawei Technologies Co. Ltd.
  • IBM
  • Inspekto
  • Intel
  • iRobot Corp.
  • Koninklijke Philips N.V
  • Leap Motion
  • Leap Motion Inc.
  • Lionbridge AI
  • Microsoft
  • Motion Controls Robotics Inc.
  • motion.ai
  • Nuance Communications Inc.
  • NVidia
  • Omron Adept Technology
  • Panasonic Corporation
  • PointGrab Ltd.
  • Presenso
  • Qualcomm
  • Rethink Robotics
  • Robotic Vision Technologies
  • Samsung Electronics Co Ltd.
  • Siemens AG
  • SoftBank Robotics Holding Corp.
  • SparkCognition Inc.
  • Texas Instruments Inc.
  • TriVision
  • Vizseek
  • Xiaomi Technology Co. Ltd.
  • Xilinx
  • ZIVID
Show more

Table of Contents

1.0. Executive Summary

2.0. Introduction

  • 2.1. Defining AI in Computer Vision
    • 2.1.1. Image and Video Processing
    • 2.1.2. Conversational User Interface
  • 2.2. Artificial General Intelligence and Super Intelligence
  • 2.3. AI and Computer Vision Market Predictions
  • 2.4. AI Outcomes and Enterprise Benefits
  • 2.5. Cognitive Computing and Swarm Intelligence
  • 2.6. Market Driver and Opportunity Analysis
    • 2.6.1. Market Opportunities
  • 2.7. Market Challenge Analysis
  • 2.8. Pandemic Impact
  • 2.9. Value Chain Analysis
    • 2.9.1. AI Companies
    • 2.9.2. IoT Companies
    • 2.9.3. AI Analytics Providers
    • 2.9.4. Semiconductor Companies
    • 2.9.5. End Users
  • 2.10. Pricing Analysis
  • 2.11. Hs Code 854231
  • 2.12. AI Patent and Regulatory Framework
  • 2.13. AI Public Policy Issues

3.0. Technology and Application Analysis

  • 3.1. Technology Analysis
    • 3.1.1. Cognitive Robots
    • 3.1.2. IoT Device and System
    • 3.1.3. Vision Camera Technology
    • 3.1.4. Hardware Component
    • 3.1.5. AI Software and Platform
  • 3.2. IoT Device Ecosystem: Consumer, Enterprise, Industrial, and Government
    • 3.2.1. Wearable Devices
    • 3.2.2. Medical Devices
    • 3.2.3. Smart Appliances
    • 3.2.4. Security Devices
    • 3.2.5. Industrial Machines
    • 3.2.6. In-Vehicle Devices
    • 3.2.7. Military Devices
    • 3.2.8. Agriculture Specific Devices
    • 3.2.9. Video Communication Devices
  • 3.3. Machine Learning Model
    • 3.3.1. Deep Learning
    • 3.3.2. Supervised vs. Unsupervised Learning
    • 3.3.3. Reinforcement Learning
    • 3.3.4. Machine Learning APIs
      • 3.3.4.1. IBM Watson API
      • 3.3.4.2. Microsoft Azure Machine Learning API
      • 3.3.4.3. Google Prediction API
      • 3.3.4.4. Amazon Machine Learning API
      • 3.3.4.5. BigML
      • 3.3.4.6. AT&T Speech API
      • 3.3.4.7. Wit.ai
      • 3.3.4.8. AlchemyAPI
      • 3.3.4.9. Diffbot
      • 3.3.4.10. PredictionIO
      • 3.3.4.11. General Application Environment
  • 3.4. Artificial Neural Networks
  • 3.5. Emotion AI Analysis
    • 3.5.1. Facial Detection APIs
    • 3.5.2. Text Recognition APIs
    • 3.5.3. Speech Recognition APIs
  • 3.6. Edge Computing and 5G Networks
  • 3.7. Smart Machine and Virtual Twinning
  • 3.8. Factory Automation and Industry 4.0
  • 3.9. Building Automation and Smart Workplace
  • 3.10. Cloud Robotics and Public Security
  • 3.11. Predictive 3D Design
  • 3.12. IoT Application and Big Data Analytics
    • 3.12.1. Data Science and Predictive Analytics
  • 3.13. AI Application Delivery Platforms
    • 3.13.1. AIaaS and MLaaS
  • 3.14. Enterprise Adoption and External Investment
    • 3.14.1. Enterprise AI Drive Productivity Gains
  • 3.15. Application and Industry Vertical Analysis
  • 3.16. Use Case Analysis
    • 3.16.1. Vulcan Safer Workplace Solution
    • 3.16.2. ADLINK Weld Defect Detection
    • 3.16.3. Retail Customer Behavior Tracking
    • 3.16.4. Image Segmentation in Public Health
    • 3.16.5. Object Recognition in Automotive Industry

4.0. Company Analysis

  • 4.1. NVidia
  • 4.2. Intel
  • 4.3. Microsoft
  • 4.4. IBM
  • 4.5. Qualcomm
  • 4.6. Amazon Inc.
  • 4.7. Xilinx
  • 4.8. Google
  • 4.9. Facebook (Meta)
  • 4.10. AMD
  • 4.11. Graphcore
  • 4.12. Leap Motion
  • 4.13. Samsung Electronics Co Ltd.
  • 4.14. Baidu Inc.
  • 4.15. Huawei Technologies Co. Ltd.
  • 4.16. H2O.ai
  • 4.17. ARM Limited
  • 4.18. Hewlett Packard Enterprise
  • 4.19. Siemens AG
  • 4.20. Apple Inc.
  • 4.21. General Electric
  • 4.22. ABB Ltd.
  • 4.23. Koninklijke Philips N.V
  • 4.24. AB Electrolux
  • 4.25. Digital Reasoning Systems Inc.
  • 4.26. SparkCognition Inc.
  • 4.27. Rethink Robotics
  • 4.28. Motion Controls Robotics Inc.
  • 4.29. Panasonic Corporation
  • 4.30. Nuance Communications Inc.
  • 4.31. motion.ai
  • 4.32. Buddy
  • 4.33. PointGrab Ltd.
  • 4.34. Xiaomi Technology Co. Ltd.
  • 4.35. Leap Motion Inc.
  • 4.36. Atmel Corporation
  • 4.37. Texas Instruments Inc.
  • 4.38. Omron Adept Technology
  • 4.39. AIBrian Inc.
  • 4.40. Brighterion Inc.
  • 4.41. General Vision Inc.
  • 4.42. SoftBank Robotics Holding Corp.
  • 4.43. iRobot Corp.
  • 4.44. Presenso
  • 4.45. Creative Virtual
  • 4.46. Groq
  • 4.47. Basler
  • 4.48. Hailo
  • 4.49. Ceva Inc.
  • 4.50. Groopic
  • 4.51. Algolux
  • 4.52. Athena Security
  • 4.53. Lionbridge AI
  • 4.54. Vizseek
  • 4.55. CureMetrix
  • 4.56. TriVision
  • 4.57. Robotic Vision Technologies
  • 4.58. AMP Robotics
  • 4.59. ZIVID
  • 4.60. Inspekto

5.0. AI in Computer Vision Market Analysis and Forecasts 2023-2028

  • 5.1. AI in Computer Vision Market 2023-2028
    • 5.1.1. Global AI in Computer Vision Market
    • 5.1.2. AI in Computer Vision Market by Hardware, Software, and Services
      • 5.1.2.1. AI in Computer Vision Market Hardware Type
        • 5.1.2.1.1. AI in Computer Vision Market by Connected Device Type
          • 5.1.2.1.1.1. AI in Computer Vision Market IoT Device Type
        • 5.1.2.1.2. AI in Computer Vision Market by Component Type
          • 5.1.2.1.2.1. AI in Computer Vision Market by Embedded Component Type
          • 5.1.2.1.2.2. AI in Computer Vision Market by Processor Type
      • 5.1.2.2. AI in Computer Vision Market by Software Type
      • 5.1.2.3. AI in Computer Vision Market by Service Type
        • 5.1.2.3.1. AI in Computer Vision Market by Professional Service Type
    • 5.1.3. AI in Computer Vision Market by Camera Technology
      • 5.1.3.1. AI in Computer Vision Market by Camera Technology Frame Rate Type
      • 5.1.3.2. AI in Computer Vision Market by Camera Technology Resolution Type
    • 5.1.4. AI in Computer Vision Market by Machine Learning Model Type
      • 5.1.4.1. AI in Computer Vision Market by Supervised Machine Learning Model Type
    • 5.1.5. AI in Computer Vision Market by Management Function Type
    • 5.1.6. AI in Computer Vision Market by Application Type
      • 5.1.6.1. AI in Computer Vision Market by Industrial Vision Type
    • 5.1.7. AI in Computer Vision Market by Industry Vertical
      • 5.1.7.1. AI in Computer Vision Market by Automotive and Transportation Application
      • 5.1.7.2. AI in Computer Vision Market by Consumer Electronics Application
      • 5.1.7.3. AI in Computer Vision Market by Healthcare and Medical Application
      • 5.1.7.4. AI in Computer Vision Market by Retail and Apparel Application
      • 5.1.7.5. AI in Computer Vision Market by Security and Surveillance Application
      • 5.1.7.6. AI in Computer Vision Market by Manufacturing Application
      • 5.1.7.7. AI in Computer Vision Market by Agriculture Application
      • 5.1.7.8. AI in Computer Vision Market by Logistics and Supply Chain Application
      • 5.1.7.9. AI in Computer Vision Market by Public Safety, Military and Defense Application
      • 5.1.7.10. AI in Computer Vision Market by Oil, Gas, and Mining Application
      • 5.1.7.11. AI in Computer Vision Market by Telecommunication and IT Application
      • 5.1.7.12. AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application
    • 5.1.8. AI in Computer Vision Market by Deployment Type
      • 5.1.8.1. AI in Computer Vision Market Cloud Deployment Type
    • 5.1.9. AI in Computer Vision Market by Customer Type
    • 5.1.10. AI in Computer Vision Market by Region
      • 5.1.10.1. North America AI in Computer Vision Market by Country
      • 5.1.10.2. APAC AI in Computer Vision Market by Country
      • 5.1.10.3. Europe AI in Computer Vision Market by Country
      • 5.1.10.4. MEA AI in Computer Vision Market by Country
      • 5.1.10.5. Latin America AI in Computer Vision Market by Country
  • 5.2. Regional AI in Computer Vision Market 2023-2028
    • 5.2.1. North America AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical
    • 5.2.2. APAC AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical
    • 5.2.3. Europe AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical
    • 5.2.4. MEA AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical
    • 5.2.5. Latin America AI in Computer Vision Market: Hardware, Software, Service, Function, Machine Learning, Enterprise, Deployment, Camera Technology, Application, and Industry Vertical
  • 5.3. AI in Computer Vision Unit Average Price 2023-2028
    • 5.3.1. Global AI in Computer Vision Unit Average Price by Connected Device Type
    • 5.3.2. Global AI in Computer Vision Unit Average Price by Component Type
    • 5.3.3. Global AI in Computer Vision Unit Average Price by Software Type
  • 5.4. AI in Computer Vision Unit Deployment 2023-2028
    • 5.4.1. Global AI in Computer Vision Unit Deployment
    • 5.4.2. AI in Computer Vision Unit Deployment by Segment
      • 5.4.2.1. AI in Computer Vision Unit Deployment by Hardware Type
        • 5.4.2.1.1. AI in Computer Vision Unit Deployment by Connected Device Type
          • 5.4.2.1.1.1. AI in Computer Vision Unit Deployment by IoT Device Type
        • 5.4.2.1.2. AI in Computer Vision Unit Deployment by Component Type
      • 5.4.2.2. AI in Computer Vision Unit Deployment by Software Type
    • 5.4.3. Global AI in Computer Vision Unit Deployment by Region
      • 5.4.3.1. North America AI in Computer Vision Unit Deployment by Country
      • 5.4.3.2. APAC AI in Computer Vision Unit Deployment by Country
      • 5.4.3.3. Europe AI in Computer Vision Unit Deployment by Country
      • 5.4.3.4. MEA AI in Computer Vision Unit Deployment by Country
      • 5.4.3.5. Latin America AI in Computer Vision Unit Deployment by Country
  • 5.5. Regional AI in Computer Vision Unit Deployment 2023-2028
    • 5.5.1. North America AI in Computer Vision Unit Deployment: Connected Device, IoT Device, Software, and Component
    • 5.5.2. APAC AI in Computer Vision Unit Deployment: Connected Device, IoT Device, Software, and Component
    • 5.5.3. Europe AI in Computer Vision Unit Deployment: Connected Device, IoT Device, Software, and Component
    • 5.5.4. MEA AI in Computer Vision Unit Deployment: Connected Device, IoT Device, Software, and Component
    • 5.5.5. Latin America AI in Computer Vision Unit Deployment: Connected Device, IoT Device, Software, and Component

6.0. Conclusions and Recommendations

Show more

Figures

  • Figure 1: Computer Vision System
  • Figure 2: Integration of AI and Computer Vision System
  • Figure 3: Image and Video Processing with Deep Learning
  • Figure 4: Conversational User Interface
  • Figure 5: AI Technology Impact Landscape
  • Figure 6: HS Code 854231 Defining
  • Figure 7: HS Codes 854231 Import and Export Trends
  • Figure 8: HS Codes 854231 Import and Export Trends
  • Figure 9: Cognitive Robotics Module
  • Figure 10: IoT AI Architecture
  • Figure 11: Machine Vision Imaging System
  • Figure 12: AI Chipset
  • Figure 13: Cortex AI Platform
  • Figure 14: Supervised, Unsupervised, and Reinforcement Learning
  • Figure 15: Sentiment Analysis with Deep Learning
  • Figure 16: 5G NR Requirement for AI Network
  • Figure 17: AI Smart Machine Landscape
  • Figure 18: IIoT MLaaS Landscape
  • Figure 19: AI in Smart Workplace
  • Figure 20: AI Application Matrix
  • Figure 21: AI Driven Enterprise Productivity Gains
  • Figure 22: AI Supervised Human Workers
  • Figure 23: AI and Computer Vision Industry Application Matrix
  • Figure 24: VizSeek Visual Search Engine
  • Figure 25: Global AI in Computer Vision Market 2023 - 2028
  • Figure 26: Global AI in Computer Vision Unit Deployment 2023 - 2028

Tables

  • Table 1: AI External Investment
  • Table 2: AI Driven Economic Transaction Percentage
  • Table 3: AI Business Analytics Software Percentage
  • Table 4: AI Self Service Visual Discovery
  • Table 5: AI Building Security System Percentage
  • Table 6: AI Generated Business Content Percentage
  • Table 7: Global AI in Computer Vision Market by Segments 2023 - 2028
  • Table 8: Global AI in Computer Vision Market by Hardware Type 2023 - 2028
  • Table 9: Global AI in Computer Vision Market by Connected Device Type 2023 - 2028
  • Table 10: Global AI in Computer Vision Market by IoT Device Type 2023 - 2028
  • Table 11: Global AI in Computer Vision Market by Component Type 2023 - 2028
  • Table 12: Global AI in Computer Vision Market by Embedded Component Type 2023 - 2028
  • Table 13: Global AI in Computer Vision Market by Processor Type 2023 - 2028
  • Table 14: Global AI in Computer Vision Market by Software Type 2023 - 2028
  • Table 15: Global AI in Computer Vision Market by Service Type 2023 - 2028
  • Table 16: Global AI in Computer Vision Market by Professional Service Type 2023 - 2028
  • Table 17: Global AI in Computer Vision Market by Camera Technology 2023 - 2028
  • Table 18: Global AI in Computer Vision Market by Camera Technology Frame Rate Type 2023 - 2028
  • Table 19: Global AI in Computer Vision Market by Camera Technology Resolution Type 2023 - 2028
  • Table 20: Global AI in Computer Vision Market by Machine Learning Model Type 2023 - 2028
  • Table 21: Global AI in Computer Vision Market by Supervised Machine Learning Model Type 2023 - 2028
  • Table 22: Global AI in Computer Vision Market by Management Function Type 2023 - 2028
  • Table 23: Global AI in Computer Vision Market by Application Type 2023 - 2028
  • Table 24: Global AI in Computer Vision Market by Industrial Vision Type 2023 - 2028
  • Table 25: Global AI in Computer Vision Market by Industry Vertical 2023 - 2028
  • Table 26: Global AI in Computer Vision Market by Automotive and Transportation Application 2023 - 2028
  • Table 27: Global AI in Computer Vision Market by Consumer Electronics Application 2023 - 2028
  • Table 28: Global AI in Computer Vision Market by Healthcare and Medical Application 2023 - 2028
  • Table 29: Global AI in Computer Vision Market by Retail and Apparel Application 2023 - 2028
  • Table 30: Global AI in Computer Vision Market by Security and Surveillance Application 2023 - 2028
  • Table 31: Global AI in Computer Vision Market by Manufacturing Application 2023 - 2028
  • Table 32: Global AI in Computer Vision Market by Agriculture Application 2023 - 2028
  • Table 33: Global AI in Computer Vision Market by Logistics and Supply Chain Application 2023 - 2028
  • Table 34: Global AI in Computer Vision Market by Public Safety, Military and Defense Application 2023 - 2028
  • Table 35: Global AI in Computer Vision Market by Oil, Gas, and Mining Application 2023 - 2028
  • Table 36: Global AI in Computer Vision Market by Telecommunication and IT Application 2023 - 2028
  • Table 37: Global AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2023 - 2028
  • Table 38: Global AI in Computer Vision Market by Deployment Type 2023 - 2028
  • Table 39: Global AI in Computer Vision Market by Cloud Deployment Type 2023 - 2028
  • Table 40: Global AI in Computer Vision Market by Enterprise Type 2023 - 2028
  • Table 41: Global AI in Computer Vision Market by Region 2023 - 2028
  • Table 42: North America AI in Computer Vision Market by Country 2023 - 2028
  • Table 43: APAC AI in Computer Vision Market by Country 2023 - 2028
  • Table 44: Europe AI in Computer Vision Market by Country 2023 - 2028
  • Table 45: MEA AI in Computer Vision Market by Country 2023 - 2028
  • Table 46: Latin America AI in Computer Vision Market by Country 2023 - 2028
  • Table 47: North America AI in Computer Vision Market by Segments 2023 - 2028
  • Table 48: North America AI in Computer Vision Market by Hardware Type 2023 - 2028
  • Table 49: North America AI in Computer Vision Market by Connected Device Type 2023 - 2028
  • Table 50: North America AI in Computer Vision Market by IoT Device Type 2023 - 2028
  • Table 51: North America AI in Computer Vision Market by Component Type 2023 - 2028
  • Table 52: North America AI in Computer Vision Market by Embedded Component Type 2023 - 2028
  • Table 53: North America AI in Computer Vision Market by Processor Type 2023 - 2028
  • Table 54: North America AI in Computer Vision Market by Software Type 2023 - 2028
  • Table 55: North America AI in Computer Vision Market by Service Type 2023 - 2028
  • Table 56: North America AI in Computer Vision Market by Professional Service Type 2023 - 2028
  • Table 57: North America AI in Computer Vision Market by Camera Technology 2023 - 2028
  • Table 58: North America AI in Computer Vision Market by Camera Technology Frame Rate Type 2023 - 2028
  • Table 59: North America AI in Computer Vision Market by Camera Technology Resolution Type 2023 - 2028
  • Table 60: North America AI in Computer Vision Market by Machine Learning Model Type 2023 - 2028
  • Table 61: North America AI in Computer Vision Market by Supervised Machine Learning Model Type 2023 - 2028
  • Table 62: North America AI in Computer Vision Market by Management Function Type 2023 - 2028
  • Table 63: North America AI in Computer Vision Market by Application Type 2023 - 2028
  • Table 64: North America AI in Computer Vision Market by Industrial Vision Type 2023 - 2028
  • Table 65: North America AI in Computer Vision Market by Industry Vertical 2023 - 2028
  • Table 66: North America AI in Computer Vision Market by Automotive and Transportation Application 2023 - 2028
  • Table 67: North America AI in Computer Vision Market by Consumer Electronics Application 2023 - 2028
  • Table 68: North America AI in Computer Vision Market by Healthcare and Medical Application 2023 - 2028
  • Table 69: North America AI in Computer Vision Market by Retail and Apparel Application 2023 - 2028
  • Table 70: North America AI in Computer Vision Market by Security and Surveillance Application 2023 - 2028
  • Table 71: North America AI in Computer Vision Market by Manufacturing Application 2023 - 2028
  • Table 72: North America AI in Computer Vision Market by Agriculture Application 2023 - 2028
  • Table 73: North America AI in Computer Vision Market by Logistics and Supply Chain Application 2023 - 2028
  • Table 74: North America AI in Computer Vision Market by Public Safety, Military and Defense Application 2023 - 2028
  • Table 75: North America AI in Computer Vision Market by Oil, Gas, and Mining Application 2023 - 2028
  • Table 76: North America AI in Computer Vision Market by Telecommunication and IT Application 2023 - 2028
  • Table 77: North America AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2023 - 2028
  • Table 78: North America AI in Computer Vision Market by Deployment Type 2023 - 2028
  • Table 79: North America AI in Computer Vision Market by Cloud Deployment Type 2023 - 2028
  • Table 80: North America AI in Computer Vision Market by Enterprise Type 2023 - 2028
  • Table 81: APAC AI in Computer Vision Market by Segments 2023 - 2028
  • Table 82: APAC AI in Computer Vision Market by Hardware Type 2023 - 2028
  • Table 83: APAC AI in Computer Vision Market by Connected Device Type 2023 - 2028
  • Table 84: APAC AI in Computer Vision Market by IoT Device Type 2023 - 2028
  • Table 85: APAC AI in Computer Vision Market by Component Type 2023 - 2028
  • Table 86: APAC AI in Computer Vision Market by Embedded Component Type 2023 - 2028
  • Table 87: APAC AI in Computer Vision Market by Processor Type 2023 - 2028
  • Table 88: APAC AI in Computer Vision Market by Software Type 2023 - 2028
  • Table 89: APAC AI in Computer Vision Market by Service Type 2023 - 2028
  • Table 90: APAC AI in Computer Vision Market by Professional Service Type 2023 - 2028
  • Table 91: APAC AI in Computer Vision Market by Camera Technology 2023 - 2028
  • Table 92: APAC AI in Computer Vision Market by Camera Technology Frame Rate Type 2023 - 2028
  • Table 93: APAC AI in Computer Vision Market by Camera Technology Resolution Type 2023 - 2028
  • Table 94: APAC AI in Computer Vision Market by Machine Learning Model Type 2023 - 2028
  • Table 95: APAC AI in Computer Vision Market by Supervised Machine Learning Model Type 2023 - 2028
  • Table 96: APAC AI in Computer Vision Market by Management Function Type 2023 - 2028
  • Table 97: APAC AI in Computer Vision Market by Application Type 2023 - 2028
  • Table 98: APAC AI in Computer Vision Market by Industrial Vision Type 2023 - 2028
  • Table 99: APAC AI in Computer Vision Market by Industry Vertical 2023 - 2028
  • Table 100: APAC AI in Computer Vision Market by Automotive and Transportation Application 2023 - 2028
  • Table 101: APAC AI in Computer Vision Market by Consumer Electronics Application 2023 - 2028
  • Table 102: APAC AI in Computer Vision Market by Healthcare and Medical Application 2023 - 2028
  • Table 103: APAC AI in Computer Vision Market by Retail and Apparel Application 2023 - 2028
  • Table 104: APAC AI in Computer Vision Market by Security and Surveillance Application 2023 - 2028
  • Table 105: APAC AI in Computer Vision Market by Manufacturing Application 2023 - 2028
  • Table 106: APAC AI in Computer Vision Market by Agriculture Application 2023 - 2028
  • Table 107: APAC AI in Computer Vision Market by Logistics and Supply Chain Application 2023 - 2028
  • Table 108: APAC AI in Computer Vision Market by Public Safety, Military and Defense Application 2023 - 2028
  • Table 109: APAC AI in Computer Vision Market by Oil, Gas, and Mining Application 2023 - 2028
  • Table 110: APAC AI in Computer Vision Market by Telecommunication and IT Application 2023 - 2028
  • Table 111: APAC AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2023 - 2028
  • Table 112: APAC AI in Computer Vision Market by Deployment Type 2023 - 2028
  • Table 113: APAC AI in Computer Vision Market by Cloud Deployment Type 2023 - 2028
  • Table 114: APAC AI in Computer Vision Market by Enterprise Type 2023 - 2028
  • Table 115: Europe AI in Computer Vision Market by Segments 2023 - 2028
  • Table 116: Europe AI in Computer Vision Market by Hardware Type 2023 - 2028
  • Table 117: Europe AI in Computer Vision Market by Connected Device Type 2023 - 2028
  • Table 118: Europe AI in Computer Vision Market by IoT Device Type 2023 - 2028
  • Table 119: Europe AI in Computer Vision Market by Component Type 2023 - 2028
  • Table 120: Europe AI in Computer Vision Market by Embedded Component Type 2023 - 2028
  • Table 121: Europe AI in Computer Vision Market by Processor Type 2023 - 2028
  • Table 122: Europe AI in Computer Vision Market by Software Type 2023 - 2028
  • Table 123: Europe AI in Computer Vision Market by Service Type 2023 - 2028
  • Table 124: Europe AI in Computer Vision Market by Professional Service Type 2023 - 2028
  • Table 125: Europe AI in Computer Vision Market by Camera Technology 2023 - 2028
  • Table 126: Europe AI in Computer Vision Market by Camera Technology Frame Rate Type 2023 - 2028
  • Table 127: Europe AI in Computer Vision Market by Camera Technology Resolution Type 2023 - 2028
  • Table 128: Europe AI in Computer Vision Market by Machine Learning Model Type 2023 - 2028
  • Table 129: Europe AI in Computer Vision Market by Supervised Machine Learning Model Type 2023 - 2028
  • Table 130: Europe AI in Computer Vision Market by Management Function Type 2023 - 2028
  • Table 131: Europe AI in Computer Vision Market by Application Type 2023 - 2028
  • Table 132: Europe AI in Computer Vision Market by Industrial Vision Type 2023 - 2028
  • Table 133: Europe AI in Computer Vision Market by Industry Vertical 2023 - 2028
  • Table 134: Europe AI in Computer Vision Market by Automotive and Transportation Application 2023 - 2028
  • Table 135: Europe AI in Computer Vision Market by Consumer Electronics Application 2023 - 2028
  • Table 136: Europe AI in Computer Vision Market by Healthcare and Medical Application 2023 - 2028
  • Table 137: Europe AI in Computer Vision Market by Retail and Apparel Application 2023 - 2028
  • Table 138: Europe AI in Computer Vision Market by Security and Surveillance Application 2023 - 2028
  • Table 139: Europe AI in Computer Vision Market by Manufacturing Application 2023 - 2028
  • Table 140: Europe AI in Computer Vision Market by Agriculture Application 2023 - 2028
  • Table 141: Europe AI in Computer Vision Market by Logistics and Supply Chain Application 2023 - 2028
  • Table 142: Europe AI in Computer Vision Market by Public Safety, Military and Defense Application 2023 - 2028
  • Table 143: Europe AI in Computer Vision Market by Oil, Gas, and Mining Application 2023 - 2028
  • Table 144: Europe AI in Computer Vision Market by Telecommunication and IT Application 2023 - 2028
  • Table 145: Europe AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2023 - 2028
  • Table 146: Europe AI in Computer Vision Market by Deployment Type 2023 - 2028
  • Table 147: Europe AI in Computer Vision Market by Cloud Deployment Type 2023 - 2028
  • Table 148: Europe AI in Computer Vision Market by Enterprise Type 2023 - 2028
  • Table 149: MEA AI in Computer Vision Market by Segments 2023 - 2028
  • Table 150: MEA AI in Computer Vision Market by Hardware Type 2023 - 2028
  • Table 151: MEA AI in Computer Vision Market by Connected Device Type 2023 - 2028
  • Table 152: MEA AI in Computer Vision Market by IoT Device Type 2023 - 2028
  • Table 153: MEA AI in Computer Vision Market by Component Type 2023 - 2028
  • Table 154: MEA AI in Computer Vision Market by Embedded Component Type 2023 - 2028
  • Table 155: MEA AI in Computer Vision Market by Processor Type 2023 - 2028
  • Table 156: MEA AI in Computer Vision Market by Software Type 2023 - 2028
  • Table 157: MEA AI in Computer Vision Market by Service Type 2023 - 2028
  • Table 158: MEA AI in Computer Vision Market by Professional Service Type 2023 - 2028
  • Table 159: MEA AI in Computer Vision Market by Camera Technology 2023 - 2028
  • Table 160: MEA AI in Computer Vision Market by Camera Technology Frame Rate Type 2023 - 2028
  • Table 161: MEA AI in Computer Vision Market by Camera Technology Resolution Type 2023 - 2028
  • Table 162: MEA AI in Computer Vision Market by Machine Learning Model Type 2023 - 2028
  • Table 163: MEA AI in Computer Vision Market by Supervised Machine Learning Model Type 2023 - 2028
  • Table 164: MEA AI in Computer Vision Market by Management Function Type 2023 - 2028
  • Table 165: MEA AI in Computer Vision Market by Application Type 2023 - 2028
  • Table 166: MEA AI in Computer Vision Market by Industrial Vision Type 2023 - 2028
  • Table 167: MEA AI in Computer Vision Market by Industry Vertical 2023 - 2028
  • Table 168: MEA AI in Computer Vision Market by Automotive and Transportation Application 2023 - 2028
  • Table 169: MEA AI in Computer Vision Market by Consumer Electronics Application 2023 - 2028
  • Table 170: MEA AI in Computer Vision Market by Healthcare and Medical Application 2023 - 2028
  • Table 171: MEA AI in Computer Vision Market by Retail and Apparel Application 2023 - 2028
  • Table 172: MEA AI in Computer Vision Market by Security and Surveillance Application 2023 - 2028
  • Table 173: MEA AI in Computer Vision Market by Manufacturing Application 2023 - 2028
  • Table 174: MEA AI in Computer Vision Market by Agriculture Application 2023 - 2028
  • Table 175: MEA AI in Computer Vision Market by Logistics and Supply Chain Application 2023 - 2028
  • Table 176: MEA AI in Computer Vision Market by Public Safety, Military and Defense Application 2023 - 2028
  • Table 177: MEA AI in Computer Vision Market by Oil, Gas, and Mining Application 2023 - 2028
  • Table 178: MEA AI in Computer Vision Market by Telecommunication and IT Application 2023 - 2028
  • Table 179: MEA AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2023 - 2028
  • Table 180: MEA AI in Computer Vision Market by Deployment Type 2023 - 2028
  • Table 181: MEA AI in Computer Vision Market by Cloud Deployment Type 2023 - 2028
  • Table 182: MEA AI in Computer Vision Market by Enterprise Type 2023 - 2028
  • Table 183: Latin America AI in Computer Vision Market by Segments 2023 - 2028
  • Table 184: Latin America AI in Computer Vision Market by Hardware Type 2023 - 2028
  • Table 185: Latin America AI in Computer Vision Market by Connected Device Type 2023 - 2028
  • Table 186: Latin America AI in Computer Vision Market by IoT Device Type 2023 - 2028
  • Table 187: Latin America AI in Computer Vision Market by Component Type 2023 - 2028
  • Table 188: Latin America AI in Computer Vision Market by Embedded Component Type 2023 - 2028
  • Table 189: Latin America AI in Computer Vision Market by Processor Type 2023 - 2028
  • Table 190: Latin America AI in Computer Vision Market by Software Type 2023 - 2028
  • Table 191: Latin America AI in Computer Vision Market by Service Type 2023 - 2028
  • Table 192: Latin America AI in Computer Vision Market by Professional Service Type 2023 - 2028
  • Table 193: Latin America AI in Computer Vision Market by Camera Technology 2023 - 2028
  • Table 194: Latin America AI in Computer Vision Market by Camera Technology Frame Rate Type 2023 - 2028
  • Table 195: Latin America AI in Computer Vision Market by Camera Technology Resolution Type 2023 - 2028
  • Table 196: Latin America AI in Computer Vision Market by Machine Learning Model Type 2023 - 2028
  • Table 197: Latin America AI in Computer Vision Market by Supervised Machine Learning Model Type 2023 - 2028
  • Table 198: Latin America AI in Computer Vision Market by Management Function Type 2023 - 2028
  • Table 199: Latin America AI in Computer Vision Market by Application Type 2023 - 2028
  • Table 200: Latin America AI in Computer Vision Market by Industrial Vision Type 2023 - 2028
  • Table 201: Latin America AI in Computer Vision Market by Industry Vertical 2023 - 2028
  • Table 202: Latin America AI in Computer Vision Market by Automotive and Transportation Application 2023 - 2028
  • Table 203: Latin America AI in Computer Vision Market by Consumer Electronics Application 2023 - 2028
  • Table 204: Latin America AI in Computer Vision Market by Healthcare and Medical Application 2023 - 2028
  • Table 205: Latin America AI in Computer Vision Market by Retail and Apparel Application 2023 - 2028
  • Table 206: Latin America AI in Computer Vision Market by Security and Surveillance Application 2023 - 2028
  • Table 207: Latin America AI in Computer Vision Market by Manufacturing Application 2023 - 2028
  • Table 208: Latin America AI in Computer Vision Market by Agriculture Application 2023 - 2028
  • Table 209: Latin America AI in Computer Vision Market by Logistics and Supply Chain Application 2023 - 2028
  • Table 210: Latin America AI in Computer Vision Market by Public Safety, Military and Defense Application 2023 - 2028
  • Table 211: Latin America AI in Computer Vision Market by Oil, Gas, and Mining Application 2023 - 2028
  • Table 212: Latin America AI in Computer Vision Market by Telecommunication and IT Application 2023 - 2028
  • Table 213: Latin America AI in Computer Vision Market by Others (Education, Construction, and FinTech) Application 2023 - 2028
  • Table 214: Latin America AI in Computer Vision Market by Deployment Type 2023 - 2028
  • Table 215: Latin America AI in Computer Vision Market by Cloud Deployment Type 2023 - 2028
  • Table 216: Latin America AI in Computer Vision Market by Enterprise Type 2023 - 2028
  • Table 217: Global AI in Computer Vision Unit Average Price by Connected Device Type 2023 - 2028
  • Table 218: Global AI in Computer Vision Unit Average Price by Component Type 2023 - 2028
  • Table 219: Global AI in Computer Vision Unit Average Price by Software Type 2023 - 2028
  • Table 220: Global AI in Computer Vision Unit Deployment by Segment 2023 - 2028
  • Table 221: Global AI in Computer Vision Unit Deployment by Hardware Type 2023 - 2028
  • Table 222: Global AI in Computer Vision Unit Deployment by Connected Device Type 2023 - 2028
  • Table 223: Global AI in Computer Vision Unit Deployment by IoT Device Type 2023 - 2028
  • Table 224: Global AI in Computer Vision Unit Deployment by Component Type 2023 - 2028
  • Table 225: Global AI in Computer Vision Unit Deployment by Software Type 2023 - 2028
  • Table 226: Global AI in Computer Vision Unit Deployment by Region 2023 - 2028
  • Table 227: North America AI in Computer Vision Unit Deployment by Country 2023 - 2028
  • Table 228: APAC AI in Computer Vision Unit Deployment by Country 2023 - 2028
  • Table 229: Europe AI in Computer Vision Unit Deployment by Country 2023 - 2028
  • Table 230: MEA AI in Computer Vision Unit Deployment by Country 2023 - 2028
  • Table 231: Latin America AI in Computer Vision Unit Deployment by Country 2023 - 2028
  • Table 232: North America AI in Computer Vision Unit Deployment by Segment 2023 - 2028
  • Table 233: North America AI in Computer Vision Unit Deployment by Hardware Type 2023 - 2028
  • Table 234: North America AI in Computer Vision Unit Deployment by Connected Device Type 2023 - 2028
  • Table 235: North America AI in Computer Vision Unit Deployment by IoT Device Type 2023 - 2028
  • Table 236: North America AI in Computer Vision Unit Deployment by Component Type 2023 - 2028
  • Table 237: North America AI in Computer Vision Unit Deployment by Software Type 2023 - 2028
  • Table 238: APAC AI in Computer Vision Unit Deployment by Segment 2023 - 2028
  • Table 239: APAC AI in Computer Vision Unit Deployment by Hardware Type 2023 - 2028
  • Table 240: APAC AI in Computer Vision Unit Deployment by Connected Device Type 2023 - 2028
  • Table 241: APAC AI in Computer Vision Unit Deployment by IoT Device Type 2023 - 2028
  • Table 242: APAC AI in Computer Vision Unit Deployment by Component Type 2023 - 2028
  • Table 243: APAC AI in Computer Vision Unit Deployment by Software Type 2023 - 2028
  • Table 244: Europe AI in Computer Vision Unit Deployment by Segment 2023 - 2028
  • Table 245: Europe AI in Computer Vision Unit Deployment by Hardware Type 2023 - 2028
  • Table 246: Europe AI in Computer Vision Unit Deployment by Connected Device Type 2023 - 2028
  • Table 247: Europe AI in Computer Vision Unit Deployment by IoT Device Type 2023 - 2028
  • Table 248: Europe AI in Computer Vision Unit Deployment by Component Type 2023 - 2028
  • Table 249: Europe AI in Computer Vision Unit Deployment by Software Type 2023 - 2028
  • Table 250: MEA AI in Computer Vision Unit Deployment by Segment 2023 - 2028
  • Table 251: MEA AI in Computer Vision Unit Deployment by Hardware Type 2023 - 2028
  • Table 252: MEA AI in Computer Vision Unit Deployment by Connected Device Type 2023 - 2028
  • Table 253: MEA AI in Computer Vision Unit Deployment by IoT Device Type 2023 - 2028
  • Table 254: MEA AI in Computer Vision Unit Deployment by Component Type 2023 - 2028
  • Table 255: MEA AI in Computer Vision Unit Deployment by Software Type 2023 - 2028
  • Table 256: Latin America AI in Computer Vision Unit Deployment by Segment 2023 - 2028
  • Table 257: Latin America AI in Computer Vision Unit Deployment by Hardware Type 2023 - 2028
  • Table 258: Latin America AI in Computer Vision Unit Deployment by Connected Device Type 2023 - 2028
  • Table 259: Latin America AI in Computer Vision Unit Deployment by IoT Device Type 2023 - 2028
  • Table 260: Latin America AI in Computer Vision Unit Deployment by Component Type 2023 - 2028
  • Table 261: Latin America AI in Computer Vision Unit Deployment by Software Type 2023 - 2028
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