Computer Vision Market: Increased Automation to Boost the Market Growth

Global Computer Vision Market size was valued at USD 16.14 Bn in 2022 and is expected to reach USD 27.30 Bn by 2029, at a CAGR of 7.8 % over the forecast period.

Computer Vision Market Overview

Computer Vision is a field of Artificial Intelligence (AI) that enables computers and other systems to derive meaningful information from digital images and visual inputs, take actions, and make recommendations based in the information. If AI enables computers to think, computer vision enables them to see, observe, and understand. Computer vision trains machines to perform various functions, and need to perform many functions in less time with cameras, data, and algorithms rather than retinas, optic nerves, and visual cortex. Manufacturing, Healthcare, automotive, agriculture, and logistics & supply chain make heavy use of computer vision, which significantly boost the Computer Vision market growth. Computer Vision arguments and automates human sights in computer. The computer Vision industry is revolutionizing and empowering businesses to achieve operational efficiency, mitigate risks, enhance security, and automate surveillance.  Computer Vision MarketTo know about the Research Methodology :- Request Free Sample Report

Computer Vision Market Dynamics

Increased demand for Automation to boost the Computer Vision Market growth Industries such as manufacturing, automotive, and agriculture are increasingly adopting computer vision to automate various tasks. This includes quality control, inspection, and autonomous navigation, leading to improved efficiency and cost savings. With concerns about security and safety on the rise, computer vision is being used for surveillance and security applications. This includes facial recognition, object detection, and anomaly detection, enhancing security measures in public spaces and businesses, which is expected to boost the Computer Vision Market growth. E-commerce platforms use it for recommendation engines and visual search, improving the overall shopping experience. The development of autonomous vehicles heavily relies on computer vision technologies. These systems enable vehicles to perceive and navigate their surroundings, making them a key driver in the automotive industry. Computer vision is a fundamental component of AR and VR technologies. It enables immersive experiences by tracking and interpreting the user's physical environment and gestures. The integration of computer vision in consumer devices, such as smartphones and smart cameras, has become increasingly common. Features like facial recognition and augmented reality filters have driven consumer demand. Governments around the world are investing in computer vision technologies for various applications, including public safety, transportation, and healthcare, further boosting the Computer Vision Industry growth. The proliferation of data and improved connectivity infrastructure has made it easier to collect, transmit, and process visual data, enabling more robust computer vision applications. Top Trends for Computer Vision Ensuring Safety: When considering industrial enterprises, the paramount importance of workplace safety for employees cannot be overstated. In times of crisis, such as the COVID-19 pandemic, computer vision technology has played a pivotal role in rapidly identifying whether employees are adhering to safety protocols by wearing masks and other protective gear. This application became an urgent necessity during the initial phases of the pandemic. While the world is gradually recovering from the pandemic, the utilization of computer vision within industrial sectors remains indispensable in ensuring both public and workplace safety. This includes tasks such as maintaining social distancing, analyzing break times, assessing employee efficiency, and more. Notably, is has witnessed the practical implementation and discussion of these technologies, as exemplified by their use in Amazon warehouses. Quality Inspection: Ensuring the highest product quality is absolutely essential for not only surviving but thriving in today's relentlessly competitive market. There is simply no room for quality failures. Given the ceaseless production, packaging, and distribution processes, manual monitoring often falls short in preventing faults and errors, resulting in subpar product quality. However, with computer vision, maintaining product quality and enhancing quality analysis operations becomes more accessible and precise. By furnishing high-quality image data for quality analysis and optimizing visual inspections at a minimal cost, computer vision empower businesses to not only stay competitive but excel. Industries such as food and beverage, manufacturing, automotive, and retail are poised to embrace computer vision as the new standard for achieving precision and accuracy while simultaneously reducing labor costs across various sectors. Vision Guidance (Robots): An increasing number of companies are placing their trust in robots, particularly within the manufacturing sector. However, robots equipped with vision-guidance technology have proven to be exceptionally valuable. Thanks to computer vision, robots can assist businesses in proactively addressing the challenges posed by an aging workforce and escalating labor costs, all while enhancing automated processes. Some prime illustrations of vision-based guidance in automating tools include unmanned vehicles or autonomous cars and user access systems employing facial recognition technology, among others. Edge Computing: Edge computing, a technology linked directly to physical machines, facilitates rapid data processing and analysis right at the point of collection. In industries frequently plagued by network disruptions, this real-time aspect of computer vision proves invaluable, eliminating the need for data centers or cloud infrastructure. In addition to providing on-site data analysis, insights, and calculations in real-time, edge computing can help identify and address latency reductions and anomalies, making it an ideal solution for businesses susceptible to network outages. This not only benefits areas with slow or unreliable internet connections but also significantly reduces the data processing demands for complex tasks. An example of the practical application of edge computing can be found in one of Klizo Solutions' SaaS offerings. In this application, video capture and analysis are performed to identify specific key attributes. Subsequently, the processed information is converted into a data string and sent for server-based processing. By opting for edge computing rather than a dedicated server, Klizo Solutions has enabled the simultaneous processing of multiple such data strings, resulting in substantial cost savings both in terms of computation and data requirements. Anomaly Detection: Just as identifying production faults is crucial, error detection in financial transactions holds equal significance. Indeed, anomaly detection in financial transactions has been identified as one of the ongoing computer vision trends expected to extend into 2022. The adoption of computer vision for anomaly detection is gaining popularity as a means to mitigate hacking risks and enhance security levels in payment processing. This technology now enables the prevention of potential fraud and the identification of anomalies in payment procedures through real-time training of machine learning models, eliminating the need for manual analysis by individuals. Data Annotation: Computer vision encompasses more than just data accumulation; it also involves precise data annotation to facilitate the learning process for artificial intelligence systems. The quality of data annotation directly correlates with the effectiveness of data analysis. Therefore, it's evident that one of the prevailing trends in computer vision advancements will revolve around data annotation, leading to enhanced data analysis, automated data labeling, and the establishment of resilient workflows. The demand for data scientists skilled in refining annotations to ensure cleaner data structures is expected to rise in the coming year. As the adage goes, "garbage in, garbage out," and with ongoing technological improvements, what was once considered low-quality data from the past is poised to become the valuable information of the future. Supply Chain Visibility: Computer vision has the potential to transform the transparency of the supply chain, enhancing its efficiency by providing a deeper understanding of its dynamics. Ensuring Transparency in Banking: Despite various technologically advanced tools, the banking industry continues to grapple with cybercrime and theft. Particularly, the need to perform laborious tasks such as processing and analyzing vast amounts of sensitive data sets this industry apart from others. However, with the advent of computer vision, the security aspect can now be addressed while simultaneously expediting data analysis. Optical Character Recognition (OCR), a subset of computer vision, can efficiently capture and extract banking data at an unprecedented pace. The banking sector is expected to leverage various computer vision technologies extensively for tasks related to analysis, authentication, and more, which is expected to boost the Computer Vision Market growth. Data Privacy and Security Concerns to restrain the Computer Vision Market growth The use of computer vision, particularly in applications like facial recognition and surveillance, raises significant privacy and security concerns. Regulatory challenges and public apprehension can hinder the widespread adoption of these technologies. Implementing computer vision systems can be costly, especially for smaller businesses. The expense associated with hardware, software, and specialized talent is barrier to entry for some organizations. Computer vision requires expertise in machine learning, computer science, and image processing. The shortage of skilled professionals in this field can limit the development and deployment of computer vision solutions. Training machine learning models for computer vision applications requires large amounts of labelled data. Annotating and curating such datasets can be time-consuming and expensive. Some computer vision applications demand high-performance hardware, such as GPUs and specialized chips. These hardware requirements is a limitation for devices with limited computing power. Biases in training data and algorithms lead to unfair or discriminatory outcomes, raising ethical concerns. Addressing these biases and ensuring fairness in computer vision systems is a critical challenge. High-performance computing hardware used in computer vision applications have a substantial environmental footprint. Energy consumption and e-waste management are growing concerns, which is expected to limit the Computer Vision Market growth. Regulations around the use of computer vision in various industries and applications are still evolving. Compliance with changing regulations can be challenging for businesses. Computer vision systems often struggle to perform consistently in complex, unstructured, or dynamic environments, limiting their application in certain contexts.

Computer Vision Market Segment Analysis

Based on Component, the market is segmented into Hardware, Software, and Services. Hardware component held the largest Computer Vision Market share in 2022. Hardware components are fundamental components of computer vision system for development and deployment of computer vision solutions. Storage solutions are essential for storing vast amounts of visual data generated by computer vision applications. High-capacity hard drives, Solid State Drives (SSDs), and network-attached storage (NAS) systems ensure data can be accessed efficiently for analysis, training, and long-term retention. Edge computing has become increasingly important in computer vision. Edge devices such as smart cameras and embedded systems have the processing power to perform real-time analysis locally, reducing latency and dependence on cloud-based processing. These devices are vital for applications such as surveillance, autonomous vehicles, and industrial automation, which significantly boost the Computer Vision Industry growth in 2022. Software segment is expected to dominate the market over the forecast period. The software segment in the computer vision market is a pivotal and rapidly evolving component that plays a central role in enabling machines and computers to interpret, process, and understand visual information from the world around them. It forms the intelligence behind computer vision systems and is essential for a wide range of applications across various industries. At its core, computer vision software empowers machines and devices to mimic human vision by processing and interpreting visual data from images and videos. It encompasses a wide array of algorithms and techniques that enable computers to identify objects, track motion, recognize patterns, and extract meaningful information from visual inputs.Computer Vision Market1Based on Application, the market is segmented into Autonomous Vehicles, Healthcare and Medical Imaging, Surveillance and Security, Retail and E-commerce, Augmented and Virtual Reality, Agriculture, Manufacturing, Entertainment and Gaming, and Robotics. Healthcare and Medical Imaging segment dominated the Computer Vision Market in 2022 and is expected to continue the dominance overcast period. Computer vision plays a pivotal role in automating disease detection and diagnosis. It analyze medical images to identify abnormalities, tumors, fractures, or other anomalies. For instance, it aid radiologists in spotting early signs of diseases such as cancer, cardiovascular issues, or neurological disorders. Segmentation is the process of dividing medical images into distinct regions or structures. Computer vision algorithms excel in segmenting images, allowing for precise localization of pathology. This is crucial for treatment planning and surgical interventions. Computer vision enables the creation of 3D reconstructions from 2D medical images. This is valuable for surgical planning, guiding minimally invasive procedures, and improving anatomical understanding. Radiomics involves extracting quantitative features from medical images. Computer vision perform complex texture analysis, quantify tissue characteristics, and help predict disease prognosis or treatment response. In pharmaceutical research, computer vision is used to analyze cell cultures, tissues, and drug interactions, accelerating drug discovery and development processes, which is expected to boost the Computer Vision Market growth. Based on Technology, the market is segmented into 2D Computer Vision, 3D Computer Vision, Machine Learning, Deep Learning, Image Processing, Object Recognition, Gesture Recognition, and Facial Recognition. Computer Vision segment dominated the market in 2022 and is expected to hold the largest Computer Vision Market share over the forecast period. Computer Vision is a pivotal segment within the expansive realm of computer vision, poised to revolutionize how we interact with visual data. This technology leverages artificial intelligence (AI) and machine learning to interpret and understand the contents of images, revolutionizing industries across the board. In this 500-word exploration, we'll delve into the significance, applications, challenges, and future prospects of Computer Vision in the computer vision market. Computer Vision involves the automatic identification and categorization of objects, patterns, or features within digital images or video frames. It relies on algorithms that analyze visual data, enabling computers to "see" and interpret their surroundings. This ability has profound implications across industries.Computer Vision Market2

Computer Vision Market Regional Insight

North America dominated the market in 2022 and is expected to hold the largest Computer Vision market share over the forecast period. The North America market has been characterized by rapid technological advancements, strong research and development activities, and widespread adoption across various industries. This market's dynamism has been fueled by the convergence of computer vision with AI and machine learning (ML), leading to transformative applications. Computer vision has played a pivotal role in revolutionizing industrial processes. Manufacturing plants, automotive factories, and logistics centers in North America have integrated computer vision for quality control, defect detection, and the automation of routine tasks. Robots equipped with computer vision are now capable of precise and adaptable operations. The healthcare sector in North America has witnessed the integration of computer vision for medical image analysis, diagnosis, and surgical assistance. Computer vision algorithms assist radiologists in detecting anomalies in medical images, enhancing early disease diagnosis and treatment planning. The retail landscape in North America has been reshaped by computer vision. Cashier-less checkout systems, powered by computer vision, have been adopted in supermarkets and convenience stores. Additionally, visual search capabilities have improved the online shopping experience, allowing consumers to search for products using images, which significantly contribute to increase the Computer Vision Market share. Facial recognition and object detection technologies have been widely used in security and surveillance systems across public spaces, airports, commercial establishments, and law enforcement agencies. While enhancing security, these applications have raised concerns related to data privacy and ethics. Precision agriculture has benefited from computer vision applications. Drones equipped with computer vision cameras monitor crop health, detect pests, and predict yields, allowing farmers to make data-driven decisions and optimize agricultural practices. Both the U.S. and Canadian governments have recognized the strategic importance of AI and computer vision. Investments in AI research, innovation hubs, and educational initiatives have fostered a vibrant ecosystem for technological advancements.

Computer Vision Market Competitive Landscape

The competitive landscape in the computer vision market is dynamic and continually evolving, with various companies and start-ups offering innovative solutions across multiple industries. Collaboration between technology companies, research institutions, and industry verticals accelerates the development and deployment of Computer vision solutions, which helps to increase the Computer Vision market penetration. NVIDIA is a major player known for its GPUs (Graphics Processing Units) that are widely used in computer vision applications. They offer hardware and software solutions for deep learning and computer vision tasks. In September 2022, NVIDIA Corporation introduced an open source project, CV-CUDA, designed to improve end-to-end computer vision and image processing pipelines.

Global Computer Vision Market Scope: Inquire before buying

Global Computer Vision Market
Report Coverage Details
Base Year: 2022 Forecast Period: 2023-2029
Historical Data: 2018 to 2022 Market Size in 2022: US $ 16.14 Bn.
Forecast Period 2023 to 2029 CAGR: 7.8% Market Size in 2029: US $ 27.30 Bn
Segments Covered: by Component Hardware Software Services
by Application Autonomous Vehicles Healthcare and Medical Imaging Surveillance and Security Retail and E-commerce Augmented and Virtual Reality Agriculture Manufacturing Entertainment and Gaming Robotics
by Industry Vertical Automotive Healthcare Manufacturing Agriculture Retail Defense and Aerospace Banking and Finance Entertainment Transportation and Logistics
by Technology 2D Computer Vision 3D Computer Vision Machine Learning Deep Learning Image Processing Object Recognition Gesture Recognition Facial Recognition

Computer Vision Market, by Region

North America (United States, Canada and Mexico) Europe (UK, France, Germany, Italy, Spain, Sweden, Austria and Rest of Europe) Asia Pacific (China, South Korea, Japan, India, Australia, Indonesia, Malaysia, Vietnam, Taiwan, Bangladesh, Pakistan and Rest of APAC) Middle East and Africa (South Africa, GCC, Egypt, Nigeria and Rest of ME&A) South America (Brazil, Argentina Rest of South America)

Computer Vision Key players include

North America: 1. NVIDIA Corporation 2. Intel Corporation 3. Microsoft Corporation 4. Amazon Web Services (AWS) 5. IBM Corporation 6. Google LLC 7. Facebook, Inc. (Meta Platforms) 8. Apple Inc. 9. Qualcomm Incorporated 10. Cognex Corporation 11. Xilinx, Inc. Europe: 12. ARM Limited 13. Graphcore Ltd. 14. Basler AG 15. Bosch Sensortec 16. Dassault Systèmes 17. Thales Group Asia-Pacific: 18. SenseTime 19. Dahua Technology 20. Hikvision 21. Alibaba Group 22. Samsung Electronics Co., Ltd. 23. Wipro Limited 24. TATA Consultancy Services (TCS) 25. Infosys Limited Latin America: 26. Embraer SA Middle East and Africa: 27. Mobileye (now part of Intel Corporation) 28. DarkMatter Frequently Asked Questions: 1] What is the growth rate of the Global Computer Vision Market? Ans. The Global Computer Vision Market is growing at a significant rate of 7.8 % over the forecast period. 2] Which region is expected to dominate the Global Computer Vision Market during the forecast period? Ans. North America region is expected to dominate the Computer Vision Market over the forecast period. 3] What is the expected Global Computer Vision Market size by 2029? Ans. The market size of the Computer Vision Market is expected to reach USD 27.30 Bn by 2029. 4] Who are the top players in the Global Computer Vision Industry? Ans. The major key players in the Global Computer Vision Market are NVIDIA Corporation, Intel Corporation, and Microsoft Corporation. 5] Which factors are expected to drive the Global Computer Vision Market growth by 2029? Ans. Increased demand for Automation is expected to boost the Computer Vision Market growth over the forecast period (2023-2029).
Table of Content: 1. Computer Vision Market: Research Methodology 2. Computer Vision Market Introduction 2.1. Study Assumption and Market Definition 2.2. Scope of the Study 2.3. Executive Summary 3. Computer Vision Market: Dynamics 3.1. Computer Vision Market Trends by Region 3.1.1. Global Computer Vision Market Trends 3.1.2. North America Computer Vision Market Trends 3.1.3. Europe Computer Vision Market Trends 3.1.4. Asia Pacific Computer Vision Market Trends 3.1.5. Middle East and Africa Computer Vision Market Trends 3.1.6. South America Computer Vision Market Trends 3.2. Computer Vision Market Dynamics by Region 3.2.1. North America 3.2.1.1. North America Computer Vision Market Drivers 3.2.1.2. North America Computer Vision Market Restraints 3.2.1.3. North America Computer Vision Market Opportunities 3.2.1.4. North America Computer Vision Market Challenges 3.2.2. Europe 3.2.2.1. Europe Computer Vision Market Drivers 3.2.2.2. Europe Computer Vision Market Restraints 3.2.2.3. Europe Computer Vision Market Opportunities 3.2.2.4. Europe Computer Vision Market Challenges 3.2.3. Asia Pacific 3.2.3.1. Asia Pacific Computer Vision Market Drivers 3.2.3.2. Asia Pacific Computer Vision Market Restraints 3.2.3.3. Asia Pacific Computer Vision Market Opportunities 3.2.3.4. Asia Pacific Computer Vision Market Challenges 3.2.4. Middle East and Africa 3.2.4.1. Middle East and Africa Computer Vision Market Drivers 3.2.4.2. Middle East and Africa Computer Vision Market Restraints 3.2.4.3. Middle East and Africa Computer Vision Market Opportunities 3.2.4.4. Middle East and Africa Computer Vision Market Challenges 3.2.5. South America 3.2.5.1. South America Computer Vision Market Drivers 3.2.5.2. South America Computer Vision Market Restraints 3.2.5.3. South America Computer Vision Market Opportunities 3.2.5.4. South America Computer Vision Market Challenges 3.3. PORTER’s Five Forces Analysis 3.4. PESTLE Analysis 3.5. Technology Roadmap 3.6. Regulatory Landscape by Region 3.6.1. Global 3.6.2. North America 3.6.3. Europe 3.6.4. Asia Pacific 3.6.5. Middle East and Africa 3.6.6. South America 3.7. Key Opinion Leader Analysis For Computer Vision Industry 3.8. Analysis of Government Schemes and Initiatives For Computer Vision Industry 3.9. The Global Pandemic Impact on Computer Vision Market 4. Computer Vision Market: Global Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) (2022-2029) 4.1. Computer Vision Market Size and Forecast, by Component (2022-2029 4.1.1. Hardware 4.1.2. Software 4.1.3. Services 4.2. Computer Vision Market Size and Forecast, by Application (2022-2029) 4.2.1. Autonomous Vehicles 4.2.2. Healthcare and Medical Imaging 4.2.3. Surveillance and Security 4.2.4. Retail and E-commerce 4.2.5. Augmented and Virtual Reality 4.2.6. Agriculture 4.2.7. Manufacturing 4.2.8. Entertainment and Gaming 4.2.9. Robotics 4.3. Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 4.3.1. Automotive 4.3.2. Healthcare 4.3.3. Manufacturing 4.3.4. Agriculture 4.3.5. Retail 4.3.6. Defense and Aerospace 4.3.7. Banking and Finance 4.3.8. Entertainment 4.3.9. Transportation and Logistics 4.4. Computer Vision Market Size and Forecast, by Technology (2022-2029) 4.4.1. 2D Computer Vision 4.4.2. 3D Computer Vision 4.4.3. Machine Learning 4.4.4. Deep Learning 4.4.5. Image Processing 4.4.6. Object Recognition 4.4.7. Gesture Recognition 4.4.8. Facial Recognition 4.5. Computer Vision Market Size and Forecast, by Region (2022-2029) 4.5.1. North America 4.5.2. Europe 4.5.3. Asia Pacific 4.5.4. Middle East and Africa 4.5.5. South America 5. North America Computer Vision Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) (2022-2029) 5.1. North America Computer Vision Market Size and Forecast, by Component (2022-2029) 5.1.1. Hardware 5.1.2. Software 5.1.3. Services 5.2. North America Computer Vision Market Size and Forecast, by Application (2022-2029) 5.2.1. Autonomous Vehicles 5.2.2. Healthcare and Medical Imaging 5.2.3. Surveillance and Security 5.2.4. Retail and E-commerce 5.2.5. Augmented and Virtual Reality 5.2.6. Agriculture 5.2.7. Manufacturing 5.2.8. Entertainment and Gaming 5.2.9. Robotics 5.3. North America Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 5.3.1. Automotive 5.3.2. Healthcare 5.3.3. Manufacturing 5.3.4. Agriculture 5.3.5. Retail 5.3.6. Defense and Aerospace 5.3.7. Banking and Finance 5.3.8. Entertainment 5.3.9. Transportation and Logistics 5.4. North America Computer Vision Market Size and Forecast, by Technology (2022-2029) 5.4.1. 2D Computer Vision 5.4.2. 3D Computer Vision 5.4.3. Machine Learning 5.4.4. Deep Learning 5.4.5. Image Processing 5.4.6. Object Recognition 5.4.7. Gesture Recognition 5.4.8. Facial Recognition 5.5. North America Computer Vision Market Size and Forecast, by Country (2022-2029) 5.5.1. United States 5.5.1.1. United States Computer Vision Market Size and Forecast, by Component (2022-2029) 5.5.1.1.1. Hardware 5.5.1.1.2. Software 5.5.1.1.3. Services 5.5.1.2. United States Computer Vision Market Size and Forecast, by Application (2022-2029) 5.5.1.2.1. Autonomous Vehicles 5.5.1.2.2. Healthcare and Medical Imaging 5.5.1.2.3. Surveillance and Security 5.5.1.2.4. Retail and E-commerce 5.5.1.2.5. Augmented and Virtual Reality 5.5.1.2.6. Agriculture 5.5.1.2.7. Manufacturing 5.5.1.2.8. Entertainment and Gaming 5.5.1.2.9. Robotics 5.5.1.3. United States Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 5.5.1.3.1. Automotive 5.5.1.3.2. Healthcare 5.5.1.3.3. Manufacturing 5.5.1.3.4. Agriculture 5.5.1.3.5. Retail 5.5.1.3.6. Defense and Aerospace 5.5.1.3.7. Banking and Finance 5.5.1.3.8. Entertainment 5.5.1.3.9. Transportation and Logistics 5.5.1.4. United States Computer Vision Market Size and Forecast, by Technology (2022-2029) 5.5.1.4.1. 2D Computer Vision 5.5.1.4.2. 3D Computer Vision 5.5.1.4.3. Machine Learning 5.5.1.4.4. Deep Learning 5.5.1.4.5. Image Processing 5.5.1.4.6. Object Recognition 5.5.1.4.7. Gesture Recognition 5.5.1.4.8. Facial Recognition 5.5.2. Canada 5.5.2.1. Canada Computer Vision Market Size and Forecast, by Component (2022-2029) 5.5.2.1.1. Hardware 5.5.2.1.2. Software 5.5.2.1.3. Services 5.5.2.2. Canada Computer Vision Market Size and Forecast, by Application (2022-2029) 5.5.2.2.1. Autonomous Vehicles 5.5.2.2.2. Healthcare and Medical Imaging 5.5.2.2.3. Surveillance and Security 5.5.2.2.4. Retail and E-commerce 5.5.2.2.5. Augmented and Virtual Reality 5.5.2.2.6. Agriculture 5.5.2.2.7. Manufacturing 5.5.2.2.8. Entertainment and Gaming 5.5.2.2.9. Robotics 5.5.2.3. Canada Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 5.5.2.3.1. Automotive 5.5.2.3.2. Healthcare 5.5.2.3.3. Manufacturing 5.5.2.3.4. Agriculture 5.5.2.3.5. Retail 5.5.2.3.6. Defense and Aerospace 5.5.2.3.7. Banking and Finance 5.5.2.3.8. Entertainment 5.5.2.3.9. Transportation and Logistics 5.5.2.4. Canada Computer Vision Market Size and Forecast, by Technology (2022-2029) 5.5.2.4.1. 2D Computer Vision 5.5.2.4.2. 3D Computer Vision 5.5.2.4.3. Machine Learning 5.5.2.4.4. Deep Learning 5.5.2.4.5. Image Processing 5.5.2.4.6. Object Recognition 5.5.2.4.7. Gesture Recognition 5.5.2.4.8. Facial Recognition 5.5.3. Mexico 5.5.3.1. Mexico Computer Vision Market Size and Forecast, by Component (2022-2029) 5.5.3.1.1. Hardware 5.5.3.1.2. Software 5.5.3.1.3. Services 5.5.3.2. Mexico Computer Vision Market Size and Forecast, by Application (2022-2029) 5.5.3.2.1. Autonomous Vehicles 5.5.3.2.2. Healthcare and Medical Imaging 5.5.3.2.3. Surveillance and Security 5.5.3.2.4. Retail and E-commerce 5.5.3.2.5. Augmented and Virtual Reality 5.5.3.2.6. Agriculture 5.5.3.2.7. Manufacturing 5.5.3.2.8. Entertainment and Gaming 5.5.3.2.9. Robotics 5.5.3.3. Mexico Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 5.5.3.3.1. Automotive 5.5.3.3.2. Healthcare 5.5.3.3.3. Manufacturing 5.5.3.3.4. Agriculture 5.5.3.3.5. Retail 5.5.3.3.6. Defense and Aerospace 5.5.3.3.7. Banking and Finance 5.5.3.3.8. Entertainment 5.5.3.3.9. Transportation and Logistics 5.5.3.4. Mexico Computer Vision Market Size and Forecast, by Technology (2022-2029) 5.5.3.4.1. 2D Computer Vision 5.5.3.4.2. 3D Computer Vision 5.5.3.4.3. Machine Learning 5.5.3.4.4. Deep Learning 5.5.3.4.5. Image Processing 5.5.3.4.6. Object Recognition 5.5.3.4.7. Gesture Recognition 5.5.3.4.8. Facial Recognition 6. Europe Computer Vision Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) (2022-2029) 6.1. Europe Computer Vision Market Size and Forecast, by Component (2022-2029) 6.2. Europe Computer Vision Market Size and Forecast, by Application (2022-2029) 6.3. Europe Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.4. Europe Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5. Europe Computer Vision Market Size and Forecast, by Country (2022-2029) 6.5.1. United Kingdom 6.5.1.1. United Kingdom Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.1.2. United Kingdom Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.1.3. United Kingdom Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.1.4. United Kingdom Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.2. France 6.5.2.1. France Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.2.2. France Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.2.3. France Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.2.4. France Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.3. Germany 6.5.3.1. Germany Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.3.2. Germany Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.3.3. Germany Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.3.4. Germany Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.4. Italy 6.5.4.1. Italy Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.4.2. Italy Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.4.3. Italy Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.4.4. Italy Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.5. Spain 6.5.5.1. Spain Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.5.2. Spain Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.5.3. Spain Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.5.4. Spain Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.6. Sweden 6.5.6.1. Sweden Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.6.2. Sweden Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.6.3. Sweden Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.6.4. Sweden Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.7. Austria 6.5.7.1. Austria Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.7.2. Austria Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.7.3. Austria Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.7.4. Austria Computer Vision Market Size and Forecast, by Technology (2022-2029) 6.5.8. Rest of Europe 6.5.8.1. Rest of Europe Computer Vision Market Size and Forecast, by Component (2022-2029) 6.5.8.2. Rest of Europe Computer Vision Market Size and Forecast, by Application (2022-2029) 6.5.8.3. Rest of Europe Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 6.5.8.4. Rest of Europe Computer Vision Market Size and Forecast, by Technology (2022-2029) 7. Asia Pacific Computer Vision Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) (2022-2029) 7.1. Asia Pacific Computer Vision Market Size and Forecast, by Component (2022-2029) 7.2. Asia Pacific Computer Vision Market Size and Forecast, by Application (2022-2029) 7.3. Asia Pacific Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.4. Asia Pacific Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5. Asia Pacific Computer Vision Market Size and Forecast, by Country (2022-2029) 7.5.1. China 7.5.1.1. China Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.1.2. China Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.1.3. China Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.1.4. China Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.2. S Korea 7.5.2.1. S Korea Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.2.2. S Korea Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.2.3. S Korea Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.2.4. S Korea Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.3. Japan 7.5.3.1. Japan Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.3.2. Japan Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.3.3. Japan Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.3.4. Japan Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.4. India 7.5.4.1. India Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.4.2. India Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.4.3. India Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.4.4. India Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.5. Australia 7.5.5.1. Australia Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.5.2. Australia Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.5.3. Australia Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.5.4. Australia Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.6. Indonesia 7.5.6.1. Indonesia Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.6.2. Indonesia Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.6.3. Indonesia Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.6.4. Indonesia Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.7. Malaysia 7.5.7.1. Malaysia Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.7.2. Malaysia Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.7.3. Malaysia Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.7.4. Malaysia Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.8. Vietnam 7.5.8.1. Vietnam Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.8.2. Vietnam Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.8.3. Vietnam Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.8.4. Vietnam Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.9. Taiwan 7.5.9.1. Taiwan Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.9.2. Taiwan Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.9.3. Taiwan Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.9.4. Taiwan Computer Vision Market Size and Forecast, by Technology (2022-2029) 7.5.10. Rest of Asia Pacific 7.5.10.1. Rest of Asia Pacific Computer Vision Market Size and Forecast, by Component (2022-2029) 7.5.10.2. Rest of Asia Pacific Computer Vision Market Size and Forecast, by Application (2022-2029) 7.5.10.3. Rest of Asia Pacific Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 7.5.10.4. Rest of Asia Pacific Computer Vision Market Size and Forecast, by Technology (2022-2029) 8. Middle East and Africa Computer Vision Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) (2022-2029 8.1. Middle East and Africa Computer Vision Market Size and Forecast, by Component (2022-2029) 8.2. Middle East and Africa Computer Vision Market Size and Forecast, by Application (2022-2029) 8.3. Middle East and Africa Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 8.4. Middle East and Africa Computer Vision Market Size and Forecast, by Technology (2022-2029) 8.5. Middle East and Africa Computer Vision Market Size and Forecast, by Country (2022-2029) 8.5.1. South Africa 8.5.1.1. South Africa Computer Vision Market Size and Forecast, by Component (2022-2029) 8.5.1.2. South Africa Computer Vision Market Size and Forecast, by Type (2022-2029) 8.5.1.3. South Africa Computer Vision Market Size and Forecast, by Application (2022-2029) 8.5.1.4. South Africa Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 8.5.1.5. South Africa Computer Vision Market Size and Forecast, by Technology (2022-2029) 8.5.2. GCC 8.5.2.1. GCC Computer Vision Market Size and Forecast, by Component (2022-2029) 8.5.2.2. GCC Computer Vision Market Size and Forecast, by Application (2022-2029) 8.5.2.3. GCC Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 8.5.2.4. GCC Computer Vision Market Size and Forecast, by Technology (2022-2029) 8.5.3. Nigeria 8.5.3.1. Nigeria Computer Vision Market Size and Forecast, by Component (2022-2029) 8.5.3.2. Nigeria Computer Vision Market Size and Forecast, by Application (2022-2029) 8.5.3.3. Nigeria Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 8.5.3.4. Nigeria Computer Vision Market Size and Forecast, by Technology (2022-2029) 8.5.4. Rest of ME&A 8.5.4.1. Rest of ME&A Computer Vision Market Size and Forecast, by Component (2022-2029) 8.5.4.2. Rest of ME&A Computer Vision Market Size and Forecast, by Application (2022-2029) 8.5.4.3. Rest of ME&A Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 8.5.4.4. Rest of ME&A Computer Vision Market Size and Forecast, by Technology (2022-2029) 9. South America Computer Vision Market Size and Forecast by Segmentation by Demand and Supply Side (by Value in USD Million) (2022-2029 9.1. South America Computer Vision Market Size and Forecast, by Component (2022-2029) 9.2. South America Computer Vision Market Size and Forecast, by Application (2022-2029) 9.3. South America Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 9.4. South America Computer Vision Market Size and Forecast, by Technology (2022-2029) 9.5. South America Computer Vision Market Size and Forecast, by Country (2022-2029) 9.5.1. Brazil 9.5.1.1. Brazil Computer Vision Market Size and Forecast, by Component (2022-2029) 9.5.1.2. Brazil Computer Vision Market Size and Forecast, by Application (2022-2029) 9.5.1.3. Brazil Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 9.5.1.4. Brazil Computer Vision Market Size and Forecast, by Technology (2022-2029) 9.5.2. Argentina 9.5.2.1. Argentina Computer Vision Market Size and Forecast, by Component (2022-2029) 9.5.2.2. Argentina Computer Vision Market Size and Forecast, by Application (2022-2029) 9.5.2.3. Argentina Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 9.5.2.4. Argentina Computer Vision Market Size and Forecast, by Technology (2022-2029) 9.5.3. Rest Of South America 9.5.3.1. Rest Of South America Computer Vision Market Size and Forecast, by Component (2022-2029) 9.5.3.2. Rest Of South America Computer Vision Market Size and Forecast, by Application (2022-2029) 9.5.3.3. Rest Of South America Computer Vision Market Size and Forecast, by Industry Vertical (2022-2029) 9.5.3.4. Rest Of South America Computer Vision Market Size and Forecast, by Technology (2022-2029) 10. Global Computer Vision Market: Competitive Landscape 10.1. MMR Competition Matrix 10.2. Competitive Landscape 10.3. Key Players Benchmarking 10.3.1. Company Name 10.3.2. Service Segment 10.3.3. End-user Segment 10.3.4. Revenue (2022) 10.3.5. Company Locations 10.4. Leading Computer Vision Market Companies, by market capitalization 10.5. Market Structure 10.5.1. Market Leaders 10.5.2. Market Followers 10.5.3. Emerging Players 10.6. Mergers and Acquisitions Details 11. Company Profile: Key Players 11.1. NVIDIA Corporation 11.1.1. Company Overview 11.1.2. Business Portfolio 11.1.3. Financial Overview 11.1.4. SWOT Analysis 11.1.5. Strategic Analysis 11.1.6. Scale of Operation (small, medium, and large) 11.1.7. Details on Partnership 11.1.8. Regulatory Accreditations and Certifications Received by Them 11.1.9. Awards Received by the Firm 11.1.10. Recent Developments 11.2. Intel Corporation 11.3. Microsoft Corporation 11.4. Amazon Web Services (AWS) 11.5. IBM Corporation 11.6. Google LLC 11.7. Facebook, Inc. (Meta Platforms) 11.8. Apple Inc. 11.9. Qualcomm Incorporated 11.10. Cognex Corporation 11.11. Xilinx, Inc. 11.12. ARM Limited 11.13. Graphcore Ltd. 11.14. Basler AG 11.15. Bosch Sensortec 11.16. Dassault Systèmes 11.17. Thales Group 11.18. SenseTime 11.19. Dahua Technology 11.20. Hikvision 11.21. Alibaba Group 11.22. Samsung Electronics Co., Ltd. 11.23. Wipro Limited 11.24. TATA Consultancy Services (TCS) 11.25. Infosys Limited 11.26. Embraer SA 11.27. Mobileye (now part of Intel Corporation) 11.28. DarkMatter 12. Key Findings 13. Industry Recommendations 14. Terms and Glossary
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