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市場調查報告書
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1301175

計算機視覺市場規模、份額和趨勢分析報告：按組件、按產品類型、按應用、按行業、按地區、按細分趨勢，2023-2030 年

Computer Vision Market Size, Share & Trends Analysis Report By Component, By Product Type, By Application, By Vertical (Automotive, Healthcare, Retail), By Region, And Segment Forecasts, 2023 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

計算機視覺市場增長和趨勢

Grand View Research, Inc.最新報告顯示，到2030年，全球計算機視覺市場預計將達到582.9億美元。

預計2023年至2030年該市場將以19.6%的複合年增長率增長。這項技術是作為人類視覺系統的仿真而出現的，以支持需要視覺感知的自動化任務。然而，圖像解碼比二進制形式的數據分析更複雜，因為它分析圖像中的大量多維數據。人工神經網絡和深度學習被用來增強計算機視覺複製人類思維的能力，以處理感知視覺數據的人工智能係統開發中的複雜性。

而且，隨著深度學習技術的出現，該技術在模式識別方面比人類的光學認知系統更加出色。例如，2022年5月，Public Land Grant University University of Illinois與美國非營利研究機構Allen Institute for Artificial Intelligence（又名AI2）合作，為人工智能開發“通用魯棒性模型”。計算機視覺模型。開發圖像任務（GRIT）。這項聯合研究旨在開發計算機視覺系統，人工智能工程師可以使用該系統來應對各種常見任務和復雜挑戰。

此外，自COVID -19 爆發以來，計算機視覺技術和工具出現了各種趨勢。例如，它在對抗 COVID-19 的鬥爭中被用於多種用途，例如用於診斷患者的醫療數據監測以及城市空間的運動和交通控制。例如，2022 年 3 月，阿聯酋政府官方門戶網站 U.ae 推出了 Alhosn 應用程序，用於獲取與 COVID-19 相關的健康狀況和接觸者追蹤信息。通過此應用程序，您可以快速獲取信息，例如您是否曾與 COVID- 19患者接觸過的通知、過去的COVID-19 測試記錄和日期、有關疫苗接種類型及其數據的信息以及疫苗接種日期。

此外，2021年10月，美國醫療技術公司BD宣布了“BD Veritor”。 ”BD Veritor”是一款名為“Scanwell”的移動應用程序，是一種在智能手機上使用計算機視覺技術進行的快速家庭 COVID-19 測試。借助計算機視覺技術，該應用程序可在 15 分鐘內顯示結果，並與州和聯邦衛生機構共享自動報告。

市場上的幾個主要參與者已經開發了各種可用於使用應用程序和軟件來存儲和分析數據的平台。歐姆龍等公司開發了各種用於自動化、集成、通信、控制和其他應用的軟件。越來越多地採用各種數字醫療解決方案來滿足敏感的監管要求，以確保患者安全，預計將在預測期內推動對視覺系統的需求。亞太地區較寬鬆的政府法規和較低的製造成本促使主要科技公司在該地區設立製造基地並帶動產業發展。例如，2022 年 6 月，汽車行車記錄儀計算機視覺技術提供商 Nexar 宣佈在亞太地區擴張，在新加坡開設了新的辦事處和製造基地。

這一增長將使該公司將計算機視覺功能引入高科技城市，以保護亞太地區的駕駛員、道路和高速公路。同樣是在 2022 年 6 月，專門從事面部識別的計算機視覺技術提供商 Paravision 擴大了在亞太地區的業務。此次擴張擴大了公司的業務，並通過在該地區建立新的合作夥伴關係和關係加強了其市場地位。機器視覺的一個重要應用是製造質量和檢查。蓬勃發展的製造業預計將提振亞太地區機器視覺市場的需求。

計算機視覺市場報告亮點

  • 由於處理器、相機、鏡頭和圖像採集卡等先進硬件設備具有高速處理、數字數據處理和數百萬像素解決方案等先進功能，硬件細分市場將在 2022 年引領市場。
  • 基於 PC 的計算機視覺系統具有成本效益、緊湊、多功能，並且可以輕鬆適應不斷變化的規則和標準，預計將在 2022 年引領市場。
  • 亞太地區在市場上佔據主導地位，因為中國和日本等國家是市場上變化最激烈、競爭最激烈、技術進步最快的國家。
  • 計算機視覺的全球採用預計將推動市場增長
  • 具有 CNN（卷積神經網絡）分類器的深度學習算法可實現更快的圖像分類、對象/模式識別和分割。這種基於人工智能的深度學習系統的開發預計將在預測期內提振市場。
  • 隨著實驗室、核電站和銀行金庫等敏感工作場所越來越多地使用模式識別，安防和監控行業中的面部識別和生物識別掃描系統顯著引領市場。
  • 製造單位中的任務自動化是計算機視覺技術的一個重要用例，因為機器視覺通常用於檢查製造的產品是否存在不合格和缺陷。
  • 由於中國企業和亞太地區其他國家對計算機視覺技術的投資大幅增加，亞太地區佔據了市場主導地位。

目錄

第一章 調查方法和範圍

  • 調查方法
  • 調查範圍和假設
  • 信息採購
  • 信息分析
  • 市場塑造和數據可視化
  • 驗證和發布數據

第二章執行摘要

  • 市場展望
  • 按細分市場劃分的展望
  • 競爭考慮

3. 市場變量、趨勢和範圍

  • 市場血統
  • 行業價值鏈分析
  • 監管框架
  • 技術框架
  • 計算機視覺市場 - 市場動態
    • 市場驅動力分析
    • 市場約束因素分析
    • 行業挑戰
  • 商業環境工具分析：計算機視覺市場
    • 波特五力分析
    • PESTLE分析
  • 經濟大趨勢分析

第 4 章計算機視覺市場：組件估計和趨勢分析

  • 計算機視覺市場（按組成部分）：主要要點
  • 計算機視覺市場：2022 年和 2030 年組件變化分析
  • 硬件
  • 軟件

第五章計算機視覺市場：產品類型估算與趨勢分析

  • 計算機視覺市場（按產品類型）：主要要點
  • 計算機視覺市場：2022年和2030年產品類型變化分析
  • 基於智能相機的計算機視覺系統
  • 基於PC的計算機視覺系統

第六章計算機視覺市場：行業預估與趨勢分析

  • 計算機視覺市場（按行業）：主要要點
  • 計算機視覺市場：2022年和2030年行業波動分析
  • 工業的
  • 非工業

第七章計算機視覺市場：應用預估與趨勢分析

  • 計算機視覺市場（按應用）：主要要點
  • 計算機視覺市場：2022 年和 2030 年應用波動分析
  • 質量保證和檢驗
  • 定位與引導
  • 測量
  • 身份
  • 預測性維護
  • 3D 可視化和交互式 3D 建模

第八章計算機視覺市場：區域估計和趨勢分析

  • 計算機視覺市場：2022 年和 2030 年區域變化分析
  • 北美
    • 2017-2030 年市場估計和預測
    • 美國
    • 加拿大
  • 歐洲
    • 2017-2030 年市場估計和預測
    • 德國
    • 法國
    • 英國
  • 亞太地區
    • 2017-2030 年市場估計和預測
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳大利亞
  • 拉丁美洲
    • 2017-2030 年市場估計和預測
    • 巴西
    • 墨西哥
  • 中東和非洲
    • 2017-2030 年市場估計和預測
    • 沙特阿拉伯王國
    • 阿拉伯聯合酋長國
    • 南非

第9章 競爭格局

  • 企業分類
  • 公司市場地位
  • 2022 年公司市場份額分析
  • 企業熱圖分析
  • 戰略規劃
  • 公司簡介/名單
    • Cognex Corporation
    • INTEL CORPORATION
    • KEYENCE CORPORATION
    • MATTERPORT, INC.
    • NATIONAL INSTRUMENTS CORP.
    • OMRON CORPORATION
    • SONY SEMICONDUCTOR SOLUTIONS CORPORATION
    • TELEDYNE TECHNOLOGIES INCORPORATED.
    • BAUMER
    • GENERAL ELECTRIC
Product Code: GVR-4-68039-035-9

Computer Vision Market Growth & Trends

The global computer vision market size is expected to reach USD 58.29 billion by 2030, according to a new report by Grand View Research, Inc. The market is anticipated to grow at a CAGR of 19.6% from 2023 to 2030. This technology has emerged as an emulation of a human visual system to support the automation tasks that require visual cognition. However, image deciphering is more complicated than analyzing data in a binary form due to the vast amount of multi-dimensional data in an image for analysis. Artificial neural networks and deep learning are being used to increase computer vision's capabilities of replicating human ideas to address such complexity in developing AI systems to recognize visual data.

Besides, this technology has become more adept at pattern recognition than the human optical cognitive system with the advent of deep learning techniques. For instance, in May 2022, the University of Illinois, a public land grant university, partnered with The Allen Institute for Artificial Intelligence, also known as AI2, a non-profit institute in the U.S., to develop the "General Robust Image Task" (GRIT) for computer vision models. This collaboration aimed to help AI engineers create computer vision systems that can be utilized for various generic jobs and complex challenges.

Also, different trends are emerging in computer vision techniques and tools after the COVID-19 outbreak. It is being used for multiple purposes in fighting against COVID-19, such as medical data monitoring to diagnose patients and movement & traffic control in urban spaces, among others. For instance, in March 2022, the U.ae, an official portal of the UAE Government, introduced the Alhosn app to get information regarding health status and contact tracing related to COVID-19. With this application, one can quickly get a notification if the individual has been in contact with the COVID-19 infected person, the record of all previous COVID-19 tests with their dates, information about the vaccination types and their data, and the dose of date.

Besides, in October 2021, BD, a U.S.-based medical technology company that manufactures instrument systems and medical devices, launched the new "BD Veritor," a rapid COVID-19 test at home that would use computer vision technology in a smartphone with a mobile app named "Scanwell." With the help of computer vision technology, the app will display the result in 15 minutes, and an automated report will be shared with state and federal health agencies.

Several major players in the market have developed various platforms that can be used for data storage and analysis using application software. Companies such as OMRON Corporation have developed different software for applications such as automation, integration, communication, and control. Increasing adoption of various digital healthcare solutions to meet the sensitive regulatory requirements for patient safety is anticipated to drive the demand for vision systems over the forecast period. Less stringent government regulations and lower manufacturing costs in the Asia Pacific region have led significant technology giants to establish manufacturing bases, thus driving the regional industry. For instance, in June 2022, Nexar, a computer vision technology provider of dash cams for cars, announced its expansion in the Asia Pacific by opening a new office and a manufacturing base in Singapore.

The growth would let the company offer its computer vision capabilities to hi-tech cities, and these offerings will protect the drivers, roads, and highways in the Asia Pacific. Besides, in June 2022, Paravision, a computer vision technology provider specializing in face recognition, expanded its presence in the Asia Pacific region. The expansion would scale the company's business and strengthen its position in the market by forging new partnerships and relationships in the region. Significant applications of machine vision are in the quality and inspection of the manufacturing industry. A boom in the manufacturing sector is anticipated to enhance the market demand for machine vision in the Asia Pacific region.

Computer Vision Market Report Highlights

  • The hardware segment led the market in 2022 owing to the advanced hardware devices, including processors, cameras, lenses, and frame grabbers, which help in advanced functions such as fast processing, digital data handling, and multi-megapixel solutions
  • The PC-based computer vision systems segment led the market in 2022 due to its cost-effective, compact, and versatile features making it easier to adopt based on changing rules and standards in these systems
  • Asia Pacific dominated the market as countries such as China and Japan have the most constantly changing, competitive, and rising technology improvements in the market
  • The expanding number of adoptions of computer vision globally is projected to support market expansion
  • Deep learning algorithms using CNN (Convolutional Neural Network) classifiers allow image classification, object/ pattern recognition, and segmentation speed. The development of these AI-powered deep learning systems is anticipated to boost the market over the forecast period
  • Facial recognition and biometric scanning systems in the security & surveillance industry are significantly driving the market with the growing use of pattern recognition in high-confidentiality workplaces, such as research labs, nuclear power plants, and bank vaults
  • Tasks automation in manufacturing units is a significant use-case of computer vision technology as machine vision is highly used to inspect manufactured products for non-conformities and defects
  • The Asia Pacific dominated the market due to the significantly increasing investments in Chinese companies and other countries in the APAC region for computer vision technology

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Research Methodology
  • 1.2. Research Scope and Assumptions
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. Gvr's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segmental Outlook
  • 2.3. Competitive Insights

Chapter 3. Market Variables, Trends, and Scope

  • 3.1. Market Lineage
  • 3.2. Industry Value Chain Analysis
  • 3.3. Regulatory Framework
  • 3.4. Technology Framework
  • 3.5. Computer Vision Market - Market Dynamics
    • 3.5.1. Market Driver Analysis
      • 3.5.1.1. Rapid adoption of process automation in manufacturing industry
      • 3.5.1.2. Surge in demand for vision-guided robotic systems
      • 3.5.1.3. Increasing favorable government initiatives
      • 3.5.1.4. Increasing demand for hybrid and electric cars
    • 3.5.2. Market Restraint Analysis
      • 3.5.2.1. Variation In Application-Specific Requirements
    • 3.5.3. Industry Challenges
  • 3.6. Business Environmental Tools Analysis: Computer Vision Market
    • 3.6.1. porter's Five Forces Analysis
      • 3.6.1.1. Bargaining Power of Suppliers
      • 3.6.1.2. Bargaining Power of Buyers
      • 3.6.1.3. Threat of Substitution
      • 3.6.1.4. Threat of New Entrants
      • 3.6.1.5. Competitive Rivalry
    • 3.6.2. Pestle Analysis
      • 3.6.2.1. Political Landscape
      • 3.6.2.2. Economic Landscape
      • 3.6.2.3. Social Landscape
      • 3.6.2.4. Technology Landscape
      • 3.6.2.5. Environmental Landscape
      • 3.6.2.6. Legal Landscape
  • 3.7. Economic Mega Trend Analysis

Chapter 4. Computer Vision Market: Component Estimates & Trend Analysis

  • 4.1. Computer Vision Market, by Component: Key Takeaways
  • 4.2. Computer Vision Market: Component Movement Analysis, 2022 & 2030
  • 4.3. Hardware
    • 4.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Software
    • 4.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Computer Vision Market: Product Type Estimates & Trend Analysis

  • 5.1. Computer Vision Market, by Product Type: Key Takeaways
  • 5.2. Computer Vision Market: Product Type Movement Analysis, 2022 & 2030
  • 5.3. Smart Cameras-Based Computer Vision Systems
    • 5.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 5.4. PC-Based Computer Vision Systems
    • 5.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Computer Vision Market: Vertical Estimates & Trend Analysis

  • 6.1. Computer Vision Market, By Vertical: Key Takeaways
  • 6.2. Computer Vision Market: Vertical Movement Analysis, 2022 & 2030
  • 6.3. Industrial
    • 6.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.1. Automotive
      • 6.3.1.1.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.2. Pharmaceuticals
      • 6.3.1.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.3. Electronics & Semiconductor
      • 6.3.1.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.4. Food & Packaging
      • 6.3.1.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.5. Wood And Paper
      • 6.3.1.5.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.6. Printing
      • 6.3.1.6.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.7. Machinery
      • 6.3.1.7.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.3.1.8. Others
      • 6.3.1.8.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Non-Industrial
    • 6.4.1. market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.4.1.1. Healthcare
      • 6.4.1.1.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.4.1.2. Consumer Electronics
      • 6.4.1.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.4.1.3. Security & Surveillance
      • 6.4.1.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million
      • 6.4.1.4. Retail
      • 6.4.1.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.4.1.5. Sports And Entertainment
      • 6.4.1.5.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.4.1.6. Autonomous And Semiautonomous Vehicles
      • 6.4.1.6.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
      • 6.4.1.7. Others
      • 6.4.1.7.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Computer Vision Market: Application Estimates & Trend Analysis

  • 7.1. Computer Vision Market, by Application: Key Takeaways
  • 7.2. Computer Vision Market: Application Movement Analysis, 2022 & 2030
  • 7.3. Quality Assurance & Inspection
    • 7.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Positioning & Guidance
    • 7.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 7.5. Measurement
    • 7.5.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 7.6. Identification
    • 7.6.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 7.7. Predictive Maintenance
    • 7.7.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 7.8. 3D Visualization & Interactive 3D Modeling
    • 7.8.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 8. Computer Vision Market: Regional Estimates & Trend Analysis

  • 8.1. Computer Vision Market: Regional Movement Analysis, 2022 & 2030
  • 8.2. North America
    • 8.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.2.2. U.S.
      • 8.2.2.1. Market estimates and forecasts, 2017 - 2030 (USD Million)
    • 8.2.3. CANADA
      • 8.2.3.1. Market estimates and forecasts, 2017 - 2030 (USD Million)
  • 8.3. Europe
    • 8.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.3.2. Germany
      • 8.3.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.3.3. France
      • 8.3.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.3.4. Uk
      • 8.3.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 8.4. Asia Pacific
    • 8.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.4.2. China
      • 8.4.2.1. Market estimates and forecasts, 2017 - 2030 (USD Million)
    • 8.4.3. JAPAN
      • 8.4.3.1. Market estimates and forecasts, 2017 - 2030 (USD Million)
    • 8.4.4. INDIA
      • 8.4.4.1. Market estimates and forecasts, 2017 - 2030 (USD Million)
    • 8.4.5. South Korea
      • 8.4.5.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.4.6. Australia
      • 8.4.6.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 8.5. Latin America
    • 8.5.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.5.2. Brazil
      • 8.5.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.5.3. Mexico
      • 8.5.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
  • 8.6. Middle East & Africa
    • 8.6.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.6.2. Kingdom Of Saudi Arabia (Ksa)
      • 8.6.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.6.3. Uae
      • 8.6.3.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
    • 8.6.4. South Africa
      • 8.6.4.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 9. Competitive Landscape

  • 9.1. Company Categorization
  • 9.2. Company Market Positioning
  • 9.3. Company Market Share Analysis, 2022
  • 9.4. Company Heat Map Analysis
  • 9.5. Strategy Mapping
  • 9.6. Company Profiles/Listing
    • 9.6.1. Cognex Corporation
      • 9.6.1.1. Overview
      • 9.6.1.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.1.3. Product Benchmarking
      • 9.6.1.4. Strategic Initiatives
    • 9.6.2. INTEL CORPORATION
      • 9.6.2.1. Overview
      • 9.6.2.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.2.3. Product Benchmarking
      • 9.6.2.4. Strategic Initiatives
    • 9.6.3. KEYENCE CORPORATION
      • 9.6.3.1. Overview
      • 9.6.3.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.3.3. Product Benchmarking
      • 9.6.3.4. Strategic Initiatives
    • 9.6.4. MATTERPORT, INC.
      • 9.6.4.1. Overview
      • 9.6.4.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.4.3. Product Benchmarking
      • 9.6.4.4. Strategic Initiatives
    • 9.6.5. NATIONAL INSTRUMENTS CORP.
      • 9.6.5.1. Overview
      • 9.6.5.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.5.3. Product Benchmarking
      • 9.6.5.4. Strategic Initiatives
    • 9.6.6. OMRON CORPORATION
      • 9.6.6.1. Overview
      • 9.6.6.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.6.3. Product Benchmarking
      • 9.6.6.4. Strategic Initiatives
    • 9.6.7. SONY SEMICONDUCTOR SOLUTIONS CORPORATION
      • 9.6.7.1. Overview
      • 9.6.7.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.7.3. Product Benchmarking
      • 9.6.7.4. Strategic Initiatives
    • 9.6.8. TELEDYNE TECHNOLOGIES INCORPORATED.
      • 9.6.8.1. Overview
      • 9.6.8.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.8.3. Product Benchmarking
      • 9.6.8.4. Strategic Initiatives
    • 9.6.9. BAUMER
      • 9.6.9.1. Overview
      • 9.6.9.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.9.3. Product Benchmarking
      • 9.6.9.4. Strategic Initiatives
    • 9.6.10. GENERAL ELECTRIC
      • 9.6.10.1. Overview
      • 9.6.10.2. Financial Performance (Net Revenue/Sales/EBITDA/Gross Profit)
      • 9.6.10.3. Product Benchmarking
      • 9.6.10.4. Strategic Initiatives

List of Tables

  • Table 1 Computer vision - Industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global computer vision market, 2017 - 2030 (USD Million)
  • Table 3 Global computer vision market by component, 2017 - 2030 (USD Million)
  • Table 4 Global computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 5 Global computer vision market by application, 2017 - 2030 (USD Million)
  • Table 6 Global computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 7 Global computer vision market estimates and forecasts by Region, 2017 - 2030 (USD million)
  • Table 8 Computer vision market by hardware, 2017 - 2030 (USD Million)
  • Table 9 Computer vision market by software, 2017 - 2030 (USD Million)
  • Table 10 Computer vision market by smart camera-based computer vision system, 2017 - 2030 (USD Million)
  • Table 11 Computer vision market by PC-based computer vision system, 2017 - 2030 (USD Million)
  • Table 12 Computer vision market quality assurance & inspection, 2017 - 2030 (USD Million)
  • Table 13 Computer vision market by positioning & guidance, 2017 - 2030 (USD Million)
  • Table 14 Computer vision market by measurement, 2017 - 2030 (USD Million)
  • Table 15 Computer vision market by identification, 2017 - 2030 (USD Million)
  • Table 16 Computer vision market by predictive maintenance, 2017 - 2030 (USD Million)
  • Table 17 Computer vision market by 3D visualiazation & interactive 3D modeling, 2017 - 2030 (USD Million)
  • Table 18 Computer vision market by industrial, 2017 - 2030 (USD Million)
  • Table 19 Computer vision market by non-industrial, 2017 - 2030 (USD Million)
  • Table 20 North America computer vision market, 2017 - 2030 (USD Million)
  • Table 21 North America computer vision market by component, 2017 - 2030 (USD Million)
  • Table 22 North America computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 23 North America computer vision market by application, 2017 - 2030 (USD Million)
  • Table 24 North America computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 25 U.S. computer vision market, 2017 - 2030 (USD Million)
  • Table 26 U.S. computer vision market by component, 2017 - 2030 (USD Million)
  • Table 27 U.S. computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 28 U.S. computer vision market by application, 2017 - 2030 (USD Million)
  • Table 29 U.S. computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 30 Canada computer vision market, 2017 - 2030 (USD Million)
  • Table 31 Canada computer vision market by component, 2017 - 2030 (USD Million)
  • Table 32 Canada computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 33 Canada computer vision market by application, 2017 - 2030 (USD Million)
  • Table 34 Canada computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 35 Europe computer vision market, 2017 - 2030 (USD Million)
  • Table 36 Europe computer vision market by component, 2017 - 2030 (USD Million)
  • Table 37 Europe computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 38 Europe computer vision market by application, 2017 - 2030 (USD Million)
  • Table 39 Europe computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 40 U.K. computer vision market, 2017 - 2030 (USD Million)
  • Table 41 U.K. computer vision market by component, 2017 - 2030 (USD Million)
  • Table 42 U.K. computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 43 U.K. computer vision market by application, 2017 - 2030 (USD Million)
  • Table 44 U.K. computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 45 Germany computer vision market, 2017 - 2030 (USD Million)
  • Table 46 Germany computer vision market by component, 2017 - 2030 (USD Million)
  • Table 47 Germany computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 48 Germany computer vision market by application, 2017 - 2030 (USD Million)
  • Table 49 Germany computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 50 France computer vision market, 2017 - 2030 (USD Million)
  • Table 51 France computer vision market by component, 2017 - 2030 (USD Million)
  • Table 52 France computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 53 France computer vision market by application, 2017 - 2030 (USD Million)
  • Table 54 France computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 55 Asia Pacific computer vision market, 2017 - 2030 (USD Million)
  • Table 56 Asia Pacific computer vision market by component, 2017 - 2030 (USD Million)
  • Table 57 Asia Pacific computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 58 Asia Pacific computer vision market by application, 2017 - 2030 (USD Million)
  • Table 59 Asia Pacific computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 60 China computer vision market, 2017 - 2030 (USD Million)
  • Table 61 China computer vision market by component, 2017 - 2030 (USD Million)
  • Table 62 China computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 63 China computer vision market by application, 2017 - 2030 (USD Million)
  • Table 64 China computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 65 Japan computer vision market, 2017 - 2030 (USD Million)
  • Table 66 Japan computer vision market by component, 2017 - 2030 (USD Million)
  • Table 67 Japan computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 68 Japan computer vision market by application, 2017 - 2030 (USD Million)
  • Table 69 Japan computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 70 India computer vision market, 2017 - 2030 (USD Million)
  • Table 71 India computer vision market by component, 2017 - 2030 (USD Million)
  • Table 72 India computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 73 India computer vision market by application, 2017 - 2030 (USD Million)
  • Table 74 India computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 75 Australia computer vision market, 2017 - 2030 (USD Million)
  • Table 76 Australia computer vision market by component, 2017 - 2030 (USD Million)
  • Table 77 Australia computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 78 Australia computer vision market by application, 2017 - 2030 (USD Million)
  • Table 79 Australia computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 80 South Korea computer vision market, 2017 - 2030 (USD Million)
  • Table 81 South Korea computer vision market by component, 2017 - 2030 (USD Million)
  • Table 82 South Korea computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 83 South Korea computer vision market by application, 2017 - 2030 (USD Million)
  • Table 84 South Korea computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 85 Latin America computer vision market, 2017 - 2030 (USD Million)
  • Table 86 Latin America computer vision market by component, 2017 - 2030 (USD Million)
  • Table 87 Latin America computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 88 Latin America computer vision market by application, 2017 - 2030 (USD Million)
  • Table 89 Latin America computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 90 Brazil computer vision market, 2017 - 2030 (USD Million)
  • Table 91 Brazil computer vision market by component, 2017 - 2030 (USD Million)
  • Table 92 Brazil computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 93 Brazil computer vision market by application, 2017 - 2030 (USD Million)
  • Table 94 Brazil computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 95 Mexico computer vision market, 2017 - 2030 (USD Million)
  • Table 96 Mexico computer vision market by component, 2017 - 2030 (USD Million)
  • Table 97 Mexico computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 98 Mexico computer vision market by application, 2017 - 2030 (USD Million)
  • Table 99 Mexico computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 100 MEA computer vision market, 2017 - 2030 (USD Million)
  • Table 101 MEA computer vision market by component, 2017 - 2030 (USD Million)
  • Table 102 MEA computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 103 MEA computer vision market by application, 2017 - 2030 (USD Million)
  • Table 104 MEA computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 105 UAE computer vision market, 2017 - 2030 (USD Million)
  • Table 106 UAE computer vision market by component, 2017 - 2030 (USD Million)
  • Table 107 UAE computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 108 UAE computer vision market by application, 2017 - 2030 (USD Million)
  • Table 109 UAE computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 110 Kingdom of Saudi Arabia computer vision market, 2017 - 2030 (USD Million)
  • Table 111 Kingdom of Saudi Arabia computer vision market by component, 2017 - 2030 (USD Million)
  • Table 112 Kingdom of Saudi Arabia computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 113 Kingdom of Saudi Arabia computer vision market by application, 2017 - 2030 (USD Million)
  • Table 114 Kingdom of Saudi Arabia computer vision market by vertical, 2017 - 2030 (USD Million)
  • Table 115 South Africa computer vision market, 2017 - 2030 (USD Million)
  • Table 116 South Africa computer vision market by component, 2017 - 2030 (USD Million)
  • Table 117 South Africa computer vision market by product type, 2017 - 2030 (USD Million)
  • Table 118 South Africa computer vision market by application, 2017 - 2030 (USD Million)
  • Table 119 South Africa computer vision market by vertical, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Research Process
  • Fig. 2 Market Formulation
  • Fig. 3 Market segmentation and scope
  • Fig. 4 Computer vision market, 2017 - 2030
  • Fig. 5 Computer vision - Value chain analysis
  • Fig. 6 Computer vision market dynamics
  • Fig. 7 Key Opportunities Analysis
  • Fig. 8 Computer vision market share by component, 2022 & 2030
  • Fig. 9 Computer vision market share by product type, 2022 & 2030
  • Fig. 10 Computer vision market share by application, 2022 & 2030
  • Fig. 11 Computer vision market share by vertical, 2022 & 2030
  • Fig. 12 Computer vision market share by region, 2022 & 2030
  • Fig. 13 North America marketplace: Key takeaways
  • Fig. 14 Europe marketplace: Key takeaways
  • Fig. 15 Asia Pacific marketplace: Key takeaways
  • Fig. 16 Latin America marketplace: Key takeaways
  • Fig. 17 MEA marketplace: Key takeaways