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市場調查報告書
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1874625

全球電腦視覺市場

Computer Vision
出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 193 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

全球電腦視覺市場預計到2030年將達到269億美元

全球電腦視覺市場預計在2024年達到185億美元，到2030年將達到269億美元，在分析期間（2024-2030年）內複合年成長率（CAGR）為6.4%。本報告分析的細分市場之一—電腦視覺服務，預計將以6.5%的複合年成長率成長，並在分析期間結束時達到120億美元。電腦視覺硬體細分市場預計在分析期間將以6.0%的複合年成長率成長。

美國市場規模估計為51億美元，而中國市場預計將以6.2%的複合年成長率成長。

預計到2024年，美國電腦視覺市場規模將達到51億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到42億美元，在2024年至2030年的分析期間內，複合年成長率（CAGR）為6.2%。其他值得關注的區域市場包括日本和加拿大，預計在分析期內，它們的複合年成長率分別為6.0%和5.1%。在歐洲，德國預計將以約5.3%的複合年成長率成長。

全球電腦視覺市場—主要趨勢與促進因素摘要

電腦視覺如何革新科技領域的自動化與智慧化？

電腦視覺是人工智慧 (AI) 的一個分支，它使機器能夠像人類一樣解讀和處理來自世界的視覺資料。這項技術正在迅速發展，並透過自動化需要視覺識別、分析和決策的任務，變革著各個產業。隨著深度學習和神經網路的興起，電腦視覺系統變得越來越精確，使機器能夠即時識別物體、追蹤運動並理解複雜的視覺模式。從智慧型手機中的臉部認證到製造業中的先進機器人技術，電腦視覺正在改變機器與世界互動的方式。在醫療保健、自動駕駛、零售和監控等領域，電腦視覺正在推動創新、提高精度並增強營運效率。透過賦予機器「看」的能力，電腦視覺正在釋放自動化的潛力，最佳化曾經勞動密集或容易出錯的流程，並使各行各業能夠以前所未有的規模擴張和創新。

哪些創新正在推動電腦視覺的發展？

多項技術進步正在推動電腦視覺的快速發展和高效應用。其中最重要的驅動力之一是深度學習演算法的發展，特別是卷積類神經網路（CNN），它顯著提高了影像識別的準確性和速度。這些演算法模擬人腦處理視覺資訊的方式，使機器能夠以前所未有的精確度識別物體、偵測特徵和辨識模式。另一項關鍵的技術突破是圖形處理器（GPU）的應用，GPU針對影像處理的運算密集特性進行了最佳化，從而能夠對複雜的視覺資料進行即時分析。邊緣運算也發揮關鍵作用，它使電腦視覺應用能夠在設備本地處理數據，而無需依賴雲端伺服器。這提高了速度並降低了延遲，這對自動駕駛和機器人等應用至關重要。此外，3D視覺和雷射雷達（LiDAR）技術的進步使機器能夠感知深度和空間關係，這對於擴增實境（AR）和自動導航等應用至關重要。人工智慧（AI）和機器學習模型的整合，能夠持續地從視覺數據中學習和改進，進一步增強了電腦視覺系統的能力。這些創新不僅使電腦視覺速度更快、更可靠，而且還使其能夠適應更廣泛的行業和實際應用。

電腦視覺在各行業是如何應用的？

電腦視覺在多個行業擁有廣泛的應用，正在革新企業和技術的運作方式。在汽車產業，它是自動駕駛汽車的基礎技術，使系統能夠即時偵測和識別交通標誌、行人以及障礙物，從而提升自動駕駛汽車的安全性和可靠性。在醫療領域，電腦視覺被用於醫學影像分析，其分析X光片、核磁共振成像（MRI）和電腦斷層掃描的速度和準確性遠超人類，有助於檢測癌症和心血管疾病等病症。在零售業，電腦視覺正在推動無現金商店等創新，人工智慧系統能夠追蹤顧客挑選的商品，並在顧客離開時自動收費，無需傳統的收銀機。同樣，它也被應用於監控系統，人工智慧攝影機能夠偵測可疑活動、進行臉部認證並監控交通狀況，從而提升都市區和公共場所的安全。在製造業，電腦視覺被用於識別品管流程中的缺陷並監控組裝，顯著提高生產效率。在農業領域，配備電腦視覺系統的無人機可以分析作物生長模式、健康狀況和病蟲害情況，幫助農民最佳化產量並減少廢棄物。在各行各業，電腦視覺都在提高生產力，實現自動化，並為應對複雜挑戰提供更智慧、更有效率的解決方案。

哪些因素正在推動電腦視覺市場的成長？

電腦視覺市場的成長受多種關鍵因素驅動，反映出人工智慧技術的日益普及以及各行業對自動化需求的不斷成長。其中一個關鍵促進因素是製造業、醫療保健和汽車等行業對自動化和人工智慧的依賴性日益增強。隨著企業尋求最佳化效率、降低人事費用和提高準確性，電腦視覺技術正成為自動化需要視覺解讀的任務的必備工具，其應用範圍涵蓋從工廠品管到自動駕駛等許多領域。邊緣運算的興起也加速了電腦視覺的普及。它能夠直接在設備上進行高速資料處理，從而減少雲端運算帶來的延遲和頻寬問題。這在自動駕駛和即時監控等應用中尤其重要，因為在這些應用中，瞬間決策至關重要。另一個關鍵促進因素是對人工智慧和機器學習領域的投資不斷增加，這持續拓展著電腦視覺系統的能力邊界。人工智慧模型在識別模式和解讀複雜視覺數據方面變得越來越精準，推動了其在醫療保健領域的診斷圖像分析以及零售業的臉部認證和個性化行銷等領域的應用。智慧型裝置的普及和物聯網 (IoT) 的發展也推動了市場需求，越來越多的連網裝置配備了內建攝影機和感測器，為家庭安防、工業監控和家用電子電器等領域的即時視覺數據分析創造了機會。此外，人們對擴增實境(AR) 和虛擬實境 (VR) 的興趣日益濃厚，也推動了對更先進電腦視覺系統的需求。 AR 應用，尤其是在遊戲、零售和教育領域，高度依賴電腦視覺來即時解讀現實世界環境並與之互動。無人機和機器人等自主系統需求的激增也進一步推動了市場發展；這些設備需要先進的視覺處理技術才能在環境中自主導航並執行任務。

部分：

組件（服務、硬體、軟體）、最終用途（消費品、機器人與機器視覺、汽車、安防監控、體育娛樂、其他最終用途）

受訪公司範例

  • algolux
  • AMETEK, Inc.
  • BASLER AG
  • Baumer Optronic GmbH
  • Cadence Design Systems, Inc.
  • CEVA, Inc.
  • Clarifai, Inc.
  • Cognex Corporation
  • Intel Corporation
  • Isra Vision AG
  • JAI A/S
  • Keyence Corporation
  • Mediatek, Inc.
  • Mvtec Software GmbH
  • National Instruments Corporation
  • Omron Corporation
  • Qualitas Technologies Pvt Ltd.
  • Sick AG
  • Sony Corporation
  • SUALAB
  • Synopsys, Inc.
  • Teledyne Technologies Inc.
  • Texas Instruments, Inc.
  • Tordivel AS

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具，改變您分析市場和競爭情報的方式。

Global Industry Analysts 沒有依賴查詢通用 LLM（大規模語言模型）或產業專用的SLM（特定語言模型），而是建立了一個由世界各地領域專家精心整理的內容庫，其中包括影片文字稿、BLOG、搜尋引擎研究以及大量的公司、產品、服務和市場數據。

關稅影響係數

我們最新發布的報告納入了關稅對區域市場的影響，正如全球產業分析師預測的那樣，關稅將改變企業的競爭地位，而企業的競爭地位將取決於其總部所在地、製造地以及進出口（成品和OEM產品）。這種複雜多變的市場現實將透過微觀和宏觀市場動態影響競爭對手，包括銷貨成本增加、盈利下降以及供應鏈重組。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲
  • 亞太地區
  • 世界其他地區

第4章 競賽

簡介目錄
Product Code: MCP11244

Global Computer Vision Market to Reach US$26.9 Billion by 2030

The global market for Computer Vision estimated at US$18.5 Billion in the year 2024, is expected to reach US$26.9 Billion by 2030, growing at a CAGR of 6.4% over the analysis period 2024-2030. Computer Vision Services, one of the segments analyzed in the report, is expected to record a 6.5% CAGR and reach US$12.0 Billion by the end of the analysis period. Growth in the Computer Vision Hardware segment is estimated at 6.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$5.1 Billion While China is Forecast to Grow at 6.2% CAGR

The Computer Vision market in the U.S. is estimated at US$5.1 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$4.2 Billion by the year 2030 trailing a CAGR of 6.2% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 6.0% and 5.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 5.3% CAGR.

Global Computer Vision Market - Key Trends and Drivers Summarized

How Is Computer Vision Revolutionizing Automation and Intelligence in Technology?

Computer vision, a field of artificial intelligence (AI), focuses on enabling machines to interpret and process visual data from the world, much like humans do. This technology has seen rapid advancements, transforming industries by automating tasks that require visual recognition, analysis, and decision-making. With the rise of deep learning and neural networks, computer vision systems have become increasingly accurate, allowing machines to identify objects, track movements, and understand complex visual patterns in real-time. From facial recognition in smartphones to advanced robotics in manufacturing, computer vision is reshaping the way machines interact with the world. In sectors like healthcare, autonomous driving, retail, and surveillance, computer vision is instrumental in driving innovation, improving accuracy, and increasing operational efficiency. By enabling machines to "see," computer vision opens up vast possibilities for automation, optimizing processes that were once labor-intensive or error-prone, and allowing industries to scale and innovate like never before.

What Technological Innovations Are Powering the Growth of Computer Vision?

Several technological advancements are fueling the exponential growth and effectiveness of computer vision. One of the most critical drivers is the development of deep learning algorithms, particularly convolutional neural networks (CNNs), which have drastically improved the accuracy and speed of image recognition. These algorithms mimic the way the human brain processes visual information, allowing machines to identify objects, detect features, and recognize patterns with unprecedented precision. Another significant technological breakthrough is the use of GPUs (graphics processing units), which are optimized for the high computational demands of image processing, enabling real-time analysis of complex visual data. Edge computing has also played a key role, allowing computer vision applications to process data locally on devices rather than relying on cloud servers, which enhances speed and reduces latency-crucial for applications like autonomous driving and robotics. Furthermore, advancements in 3D vision and LiDAR technology are enabling machines to perceive depth and spatial relationships, essential for applications like augmented reality (AR) and autonomous navigation. The integration of AI and machine learning models that can continuously learn and improve from visual data further enhances the capability of computer vision systems. These innovations are making computer vision not only faster and more reliable but also more adaptable to a broader range of industries and real-world applications.

How Is Computer Vision Applied Across Various Industries?

Computer vision has a broad range of applications across multiple industries, revolutionizing how businesses and technologies operate. In the automotive industry, computer vision is a cornerstone technology for autonomous vehicles, enabling systems to detect and interpret traffic signs, pedestrians, and obstacles in real-time, making self-driving cars safer and more reliable. In healthcare, computer vision is being used for medical imaging analysis, helping doctors detect diseases such as cancer or cardiovascular conditions by analyzing X-rays, MRIs, and CT scans with greater speed and accuracy than human interpretation alone. In retail, computer vision powers innovations like cashier-less stores, where AI systems track what customers pick up, automatically charging them as they leave without needing a traditional checkout. Similarly, computer vision is used in surveillance systems, where AI-powered cameras can detect unusual behavior, identify faces, or monitor traffic, enhancing security in urban settings or public spaces. The manufacturing sector also benefits from computer vision, where it is used in quality control processes to identify defects or monitor assembly lines, significantly improving production efficiency. In agriculture, drones equipped with computer vision systems analyze crops for growth patterns, health issues, or pest infestations, helping farmers optimize yield and reduce waste. Across industries, computer vision enhances productivity, enables automation, and offers smarter, more efficient solutions to complex challenges.

What’s Driving the Growth of the Computer Vision Market?

The growth in the computer vision market is driven by several key factors, reflecting the increasing adoption of AI-driven technologies and the demand for automation across various sectors. One of the primary drivers is the growing reliance on automation and AI in industries such as manufacturing, healthcare, and automotive. As companies seek to optimize efficiency, reduce labor costs, and improve accuracy, computer vision technologies provide an essential tool for automating tasks that require visual interpretation, from quality control in factories to autonomous navigation in vehicles. The rise of edge computing is also accelerating the adoption of computer vision, as it enables faster data processing directly on devices, reducing the latency and bandwidth issues associated with cloud computing. This is particularly crucial for applications like autonomous vehicles and real-time surveillance, where split-second decisions are critical. Another significant factor is the increasing investment in AI and machine learning, which continues to push the boundaries of what computer vision systems can achieve. AI models are becoming more accurate at recognizing patterns and interpreting complex visual data, driving adoption in industries such as healthcare for diagnostic imaging and in retail for facial recognition and personalized marketing. The proliferation of smart devices and the Internet of Things (IoT) is also driving demand, as more connected devices with built-in cameras and sensors create opportunities for real-time visual data analysis in areas like home security, industrial monitoring, and consumer electronics. Additionally, the growing interest in augmented reality (AR) and virtual reality (VR) is propelling the need for more advanced computer vision systems. AR applications, particularly in gaming, retail, and education, rely heavily on computer vision to interpret and interact with real-world environments in real time. The surge in demand for autonomous systems, such as drones and robots, is further expanding the market, as these devices require advanced visual processing to navigate environments and perform tasks independently.

SCOPE OF STUDY:

The report analyzes the Computer Vision market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Services, Hardware, Software); End-Use (Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 43 Featured) -

  • algolux
  • AMETEK, Inc.
  • BASLER AG
  • Baumer Optronic GmbH
  • Cadence Design Systems, Inc.
  • CEVA, Inc.
  • Clarifai, Inc.
  • Cognex Corporation
  • Intel Corporation
  • Isra Vision AG
  • JAI A/S
  • Keyence Corporation
  • Mediatek, Inc.
  • Mvtec Software GmbH
  • National Instruments Corporation
  • Omron Corporation
  • Qualitas Technologies Pvt Ltd.
  • Sick AG
  • Sony Corporation
  • SUALAB
  • Synopsys, Inc.
  • Teledyne Technologies Inc.
  • Texas Instruments, Inc.
  • Tordivel AS

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Trade Shocks, Uncertainty, and the Structural Rewiring of the Global Economy
    • Global Economic Update
    • Computer Vision - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Advancements in Artificial Intelligence (AI) Propel Growth of Computer Vision Applications
    • Rising Adoption of Autonomous Vehicles Throws the Spotlight on Computer Vision for Navigation and Safety
    • Growing Use of Computer Vision in Healthcare Expands Addressable Market for Medical Imaging and Diagnostics
    • Increasing Focus on Automation in Manufacturing Strengthens Business Case for Computer Vision in Quality Control
    • Surge in Demand for Facial Recognition and Biometric Solutions Spurs Growth of Computer Vision in Security and Surveillance
    • Innovations in Deep Learning Accelerate Development of More Accurate Computer Vision Algorithms
    • Expanding Use of Augmented Reality (AR) and Virtual Reality (VR) Drives Adoption of Computer Vision in Immersive Technologies
    • Growing Use of Computer Vision in Retail Throws the Spotlight on Applications in Automated Checkout and Inventory Management
    • Increasing Demand for Computer Vision in Robotics and Drones Strengthens Market for Autonomous Systems
    • Emergence of Edge Computing Solutions Propels Growth of Real-Time Computer Vision Applications
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Computer Vision Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Consumer by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Consumer by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for Consumer by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Robotics & Machine Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Robotics & Machine Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Robotics & Machine Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Automotive by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Automotive by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Automotive by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Security & Surveillance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Security & Surveillance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for Security & Surveillance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Sports & Entertainment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Sports & Entertainment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Sports & Entertainment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 31: World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 34: USA 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 35: USA Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 36: USA Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 37: USA 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 40: Canada 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 41: Canada Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 42: Canada Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 43: Canada 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • JAPAN
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 46: Japan 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 47: Japan Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 48: Japan Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 49: Japan 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • CHINA
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 50: China Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 52: China 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 53: China Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 54: China Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 55: China 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • EUROPE
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe Historic Review for Computer Vision by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 58: Europe 15-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 59: Europe Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 60: Europe Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 61: Europe 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 64: Europe 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • FRANCE
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 65: France Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 66: France Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 67: France 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 68: France Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: France Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 70: France 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • GERMANY
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 71: Germany Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Germany Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 73: Germany 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 74: Germany Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Germany Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 76: Germany 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 77: Italy Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 78: Italy Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 79: Italy 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 80: Italy Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Italy Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 82: Italy 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 83: UK Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 84: UK Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 85: UK 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 86: UK Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: UK Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 88: UK 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 89: Rest of Europe Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Rest of Europe Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 91: Rest of Europe 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 92: Rest of Europe Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Rest of Europe Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 94: Rest of Europe 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Computer Vision Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 95: Asia-Pacific Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 96: Asia-Pacific Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 97: Asia-Pacific 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 98: Asia-Pacific Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Asia-Pacific Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 100: Asia-Pacific 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030
  • REST OF WORLD
    • TABLE 101: Rest of World Recent Past, Current & Future Analysis for Computer Vision by Component - Services, Hardware and Software - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 102: Rest of World Historic Review for Computer Vision by Component - Services, Hardware and Software Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 103: Rest of World 15-Year Perspective for Computer Vision by Component - Percentage Breakdown of Value Sales for Services, Hardware and Software for the Years 2015, 2025 & 2030
    • TABLE 104: Rest of World Recent Past, Current & Future Analysis for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of World Historic Review for Computer Vision by End-Use - Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 106: Rest of World 15-Year Perspective for Computer Vision by End-Use - Percentage Breakdown of Value Sales for Consumer, Robotics & Machine Vision, Automotive, Security & Surveillance, Sports & Entertainment and Other End-Uses for the Years 2015, 2025 & 2030

IV. COMPETITION