CHAPTER 01 Executive Summary
1.1 Computer Vision Market Snapshot, 2021-26
CHAPTER 02 Research Scope & SegmentationCHAPTER 03 Computer Vision Industry Trend Analysis
3.1 Computer Vision - Industry Value Chain
3.1.1 HARDWARE
3.1.1.1 Semiconductors
3.1.1.2 Cameras
3.1.1.3 Sensors and lasers
3.1.1.4 Servers
3.1.1.5 Storage
3.1.1.6 Networking Equipment
3.1.1.7 Edge Equipment
3.1.2 SOFTWARE
3.1.3 DELIVERY
3.1.3.1 Delivery: Leaders & Challengers
3.1.3.2 Hardware Appliance
3.1.3.3 Licensed Software
3.1.3.4 Computer Vision as a Service
3.2 Computer Vision Market Structure - PORTER’s Analysis
3.3 Computer Vision - Market Variables & Impact Analysis
3.3.1 MARKET DRIVER ANALYSIS
3.3.1.1 Growing Focus on Automation
3.3.1.2 Increasing adoption of Computer Vision in Healthcare and Retail
3.3.1.3 Technological Advancements in the Automotive Sector
3.3.2 MARKET CHALLENGES/IMPEDIMENTS
3.3.2.1 High Initial Cost
3.3.2.2 Poor Quality of Data
3.3.2.3 Latency in Data Processing
3.3.3 COMPUTER VISION USE CASES
3.3.3.1 Automotive
3.3.3.2 Healthcare
3.3.3.3 Advertising
3.3.3.4 Banking and Finance
3.4 Computer Vision- Mergers & Acquisitions (M&A) , 2018-2022 (YTD)
3.4.1 M&A ACTIVITY DASHBOARD
3.5 Computer Vision- Patent Analysis, 2019-2021
3.5.1 PATENT ANALYTICS DASHBOARD
3.6 Computer Vision- Job Analysis, 2021
3.6.1 JOB ANALYTICS DASHBOARD
3.7 Computer Vision- Venture Financing Analysis, 2018-2022 (YTD)
3.7.1 VENTURE FINANCING DASHBOARD
3.8 Social Media Analysis, 2018-2022 (YTD)
3.8.1 SOCIAL MEDIA ANALYTICS DASHBOARD
3.9 Technology Trends
3.10 Macroeconomic Trends
3.11 Regulatory Trends
CHAPTER 04 Global Computer Vision Revenue Opportunity
4.1 Global Computer Vision Market Revenue Snapshot, 2019-2026 (US$ Mn)
4.2 Global Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
CHAPTER 05 Global Computer Vision Market, By Verticals
5.1 Global Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
5.1.1 IT & TELECOM
5.1.2 BFSI
5.1.3 HEALTHCARE
5.1.4 GOVERNMENT
5.1.5 RETAIL
5.1.6 MANUFACTURING
5.1.7 ENERGY AND UTILITIES
5.1.8 OTHERS
CHAPTER 06 Computer Vision Regional Outlook
6.1 Computer Vision - Regional Deep Dive, 2021
6.2 North America Computer Vision Market Snapshot
6.2.1 NORTH AMERICA COMPUTER VISION MARKET, BY VERTICALS, 2019-2026 (US$ MN)
6.2.2 US COMPUTER VISION MARKET
6.2.2.1 US Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.2.3 CANADA COMPUTER VISION MARKET
6.2.3.1 Canada Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.2.4 MEXICO COMPUTER VISION MARKET
6.2.4.1 Mexico Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.3 Western Europe Computer Vision Market Snapshot
6.3.1 WESTERN EUROPE COMPUTER VISION MARKET, BY VERTICALS, 2019-2026 (US$ MN)
6.3.2 UK COMPUTER VISION MARKET
6.3.2.1 UK Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.3.3 GERMANY COMPUTER VISION MARKET
6.3.3.1 Germany Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.3.4 FRANCE COMPUTER VISION MARKET
6.3.4.1 France Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.3.5 ITALY COMPUTER VISION MARKET
6.3.5.1 Italy Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.3.6 NETHERLANDS COMPUTER VISION MARKET
6.3.6.1 Netherlands Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.3.7 REST OF WESTERN EUROPE COMPUTER VISION MARKET
6.3.7.1 Rest of Western Europe Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.4 Central & Eastern Europe Computer Vision Market Snapshot
6.4.1 CENTRAL & EASTERN EUROPE COMPUTER VISION MARKET, BY VERTICALS, 2019-2026 (US$ MN)
6.5 Asia Pacific Computer Vision Market Snapshot
6.5.1 ASIA PACIFIC COMPUTER VISION MARKET, BY VERTICALS, 2019-2026 (US$ MN)
6.5.2 CHINA COMPUTER VISION MARKET
6.5.2.1 China Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.5.3 INDIA COMPUTER VISION MARKET6
6.5.3.1 India Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.5.4 JAPAN COMPUTER VISION MARKET
6.5.4.1 Japan Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.5.5 AUSTRALIA COMPUTER VISION MARKET
6.5.5.1 Australia Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.5.6 SOUTH KOREA COMPUTER VISION MARKET
6.5.6.1 South Korea Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.5.7 REST OF ASIA PACIFIC COMPUTER VISION MARKET
6.5.7.1 Rest of Asia Pacific Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.6 South & Central America Computer Vision Market Snapshot
6.6.1 SOUTH & CENTRAL AMERICA COMPUTER VISION MARKET, BY VERTICALS, 2019-2026 (US$ MN)
6.6.2 BRAZIL COMPUTER VISION MARKET
6.6.2.1 Brazil Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.6.3 ARGENTINA COMPUTER VISION MARKE
6.6.3.1 Argentina Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.6.4 REST OF SOUTH & CENTRAL AMERICA COMPUTER VISION MARKET
6.6.4.1 Rest of South & Central America Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.7 Middle East & Africa Computer Vision Market Snapshot
6.7.1 MIDDLE EAST & AFRICA COMPUTER VISION MARKET, BY VERTICALS, 2019-2026 (US$ MN)
6.7.2 SAUDI ARABIA COMPUTER VISION MARKET
6.7.2.1 Saudi Arabia Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.7.3 SOUTH AFRICA COMPUTER VISION MARKET
6.7.3.1 South Africa Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.7.4 UAE COMPUTER VISION MARKET
6.7.4.1 UAE Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
6.7.5 REST OF MIDDLE EAST & AFRICA COMPUTER VISION MARKET
6.7.5.1 Rest of Middle East & Africa Computer Vision Market, By Verticals, 2019-2026 (US$ Mn)
CHAPTER 07 Global Computer Vision Competitive LandscapeCHAPTER 08 Methodology and Scope
8.1 Information Procurement
8.2 Computer Vision Analysis
8.3 Market Opportunity Forecast - Research Methodology & Formulation
8.4 Competitive Index - Research Methodology & Formulation
8.5 Additional Resources
8.5.1 MARKET DEFINITIONS - VERTICALS SEGMENTS
List of Tables
Table 1 Key Trends Overview
Table 2 Technology Trends
Table 3 Macroeconomic Trends
Table 4 Regulatory Trends
Table 5 Global Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 6 Global Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 7 North America Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 8 US Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 9 Canada Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 10 Mexico Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 11 Western Europe Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 12 UK Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 13 Germany Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 14 France Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 15 Italy Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 16 Netherlands Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 17 Rest of Western Europe Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 18 Central & Eastern Europe Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 19 Asia Pacific Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 20 China Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 21 India Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 22 Japan Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 23 Australia Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 24 South Korea Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 25 Rest of Asia Pacific Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 26 South & Central America Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 27 Brazil Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 28 Argentina Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 29 Rest of South & Central America Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 30 Middle East & Africa Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 31 Saudi Arabia Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 32 South Africa Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 33 UAE Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
Table 34 Rest of Middle East & Africa Computer Vision Market, By Verticals, 2019 - 2026 ($Mn)
List of Figures
Figure 1 Computer Vision Market Snapshot
Figure 2 Computer Vision Market Segmentation
Figure 3 Computer Vision Industry Value Chain Analysis
Figure 4 Semiconductors: Leaders & Challengers
Figure 5 Cameras: Leaders & Challengers
Figure 6 Sensors and Lasers: Leaders & Challengers
Figure 7 Servers: Leaders & Challengers
Figure 8 Storage: Leaders & Challengers
Figure 9 Networking Equipment: Leaders & Challengers
Figure 10 Edge Equipment: Leaders & Challengers
Figure 11 Machine Learning:
Figure 12 3D Modeling: Leaders & Challengers
Figure 13 Knowledge Representation and Reasoning: Leaders & Challengers
Figure 14 Image Recognition: Leaders & Challengers
Figure 15 Video Recognition: Leaders & Challengers
Figure 16 Object Recognition: Leaders & Challengers
Figure 17 Positioning and Navigation: Leaders & Challengers
Figure 18 Delivery: Leaders & Challengers
Figure 19 Global Computer Vision PORTER’s Five Force Analysis
Figure 20 Computer Vision Market - Key Drivers Impact Analysis
Figure 21 Computer Vision- Key Market Challenges/Impediments Impact Analysis
Figure 22 Computer Vision- M&A Activity Dashboard
Figure 23 Computer Vision- Patent Activity Dashboard
Figure 24 Computer Vision- Job Analytics Dashboard
Figure 25 Computer Vision- Venture Financing Dashboard
Figure 26 Computer Vision- Social Media Analytics Dashboard
Figure 27 Global Computer Vision Market - Revenue Opportunity Forecast, 2019-2026 (US$ Million)
Figure 28 Global Computer Vision Market, By Verticals, 2019-2026 (US$ Million)
Figure 29 Global Computer Vision Market, By Verticals, 2019-2026 (US$ Million)
Figure 30 Computer Vision- Market Overview
Figure 31 North America Computer Vision Market Snapshot
Figure 32 North America Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 33 US Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 34 Canada Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 35 Mexico Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 36 Western Europe Computer Vision Market Snapshot
Figure 37 Western Europe Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 38 UK Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 39 Germany Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 40 France Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 41 Italy Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 42 Netherlands Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 43 Rest of Western Europe Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 44 Central & Eastern Europe Computer Vision Market Snapshot
Figure 45 Central & Eastern Europe Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 46 Asia Pacific Computer Vision Market Snapshot
Figure 47 Asia Pacific Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 48 China Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 49 India Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 50 Japan Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 51 Australia Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 52 South Korea Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 53 Rest of Asia Pacific Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 54 South & Central America Computer Vision Market Snapshot
Figure 55 South & Central America Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 56 Brazil Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 57 Argentina Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 58 Rest of South & Central America Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 59 Middle East & Africa Computer Vision Market Snapshot
Figure 60 Middle East & Africa Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 61 Saudi Arabia Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 62 South Africa Computer Vision, By Verticals Share - 2021 & 2026 (%)
Figure 63 UAE Computer Vision Verticals Share - 2021 & 2026 (%)
Figure 64 Rest of Middle East & Africa Computer Vision, Verticals Share - 2021 & 2026 (%)
Figure 65 Computer Vision - Growth-Innovation Matrix
Figure 66 Research Elements
Figure 67 Information Procurement
Figure 68 Data Analysis Model
Figure 69 ICT Survey Process
Figure 70 Research Methodology
Figure 71 Market Definitions