デフォルト表紙
市場調査レポート
商品コード
1687593

コンピュータビジョンにおける人工知能市場規模、シェア、成長分析:機械学習モデル別、機能別、技術別、アプリケーション別、最終用途別、地域別 - 産業予測 2025~2032年

Artificial Intelligence in Computer Vision Market Size, Share, and Growth Analysis, By Machine Learning Models, By Offering, By Function, By Technology, By Application, By Vertical, By Region - Industry Forecast 2025-2032


出版日
発行
SkyQuest
ページ情報
英文 197 Pages
納期
3~5営業日
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
コンピュータビジョンにおける人工知能市場規模、シェア、成長分析:機械学習モデル別、機能別、技術別、アプリケーション別、最終用途別、地域別 - 産業予測 2025~2032年
出版日: 2025年03月19日
発行: SkyQuest
ページ情報: 英文 197 Pages
納期: 3~5営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 目次
概要

コンピュータビジョンにおける人工知能(AI)市場規模は、2023年に228億米ドルと評価され、予測期間(2025-2032年)にCAGR 22.5%で成長し、2024年の279億3,000万米ドルから2032年には1,416億3,000万米ドルに成長する見通しです。

人工知能(AI)は、消費財やヘルスケアなど多様な分野で正確な故障検出のためにCCTVやディープラーニング・アルゴリズムを活用するコンピュータビジョンの中の予知保全システムにおいて極めて重要になっています。画像センサーとスマートカメラの統合がこれらのシステムの採用を促進し、市場の拡大とイノベーションを促進しています。従来の産業だけでなく、消費者向けドローン、自律走行車、教育、小売、セキュリティなどにも応用が広がっています。顔認識や生体認証スキャンなどの技術は、スマートフォンや安全な施設での資産保護を確実にします。遠隔医療の向上を目指すTachyHealthのパートナーシップのような戦略的コラボレーションは、AIプロバイダーと業界専門家の相乗効果を実証し、業務効率を向上させる。交通事故が世界の懸念であり続けるなか、自律走行におけるAIの役割は、交通安全、特に交通弱者のための有望な解決策を提供します。

目次

イントロダクション

  • 調査の目的
  • 定義
  • 市場範囲

調査手法

  • 情報調達
  • 二次データソースと一次データソース
  • 市場規模予測
  • 市場の前提条件と制限

エグゼクティブサマリー

  • 市場概要見通し
  • 需給動向分析
  • セグメント別機会分析

市場力学と見通し

  • 市場力学
    • 促進要因
    • 機会
    • 抑制要因
    • 課題
  • ポーターの分析
    • 競争企業間の敵対関係
    • 代替品の脅威
    • 買い手の交渉力
    • 新規参入業者の脅威
    • 供給企業の交渉力

主な市場の考察

  • 市場の重要な成功要因
  • バリューチェーン分析
  • 主な投資機会
  • 市場魅力度指数
  • エコシステムマッピング
  • PESTEL分析
  • 貿易分析
  • 顧客購買基準分析
  • 規制分析
  • 技術分析

世界のコンピュータビジョンにおける人工知能(AI):コンポーネント別

  • 市場概要
  • ハードウェア
    • プロセッサ
    • CPU
    • GPU
    • ASIC
    • FPGA
    • メモリ
    • ストレージ
  • ソフトウェア
    • プラットフォーム
    • ソリューション

世界のコンピュータビジョンにおける人工知能(AI):機能別

  • 市場概要
  • 訓練
  • 推論

世界のコンピュータビジョンにおける人工知能(AI):機械学習モデル別

  • 市場概要
  • 教師あり学習
  • 教師なし学習
  • 強化学習

世界のコンピュータビジョンにおける人工知能(AI):アプリケーション別

  • 市場概要
  • 産業
    • 2Dマシンビジョン
    • 3Dマシンビジョン
    • 品質保証と検査
  • 非産業

世界のコンピュータビジョンにおける人工知能(AI):最終用途別

  • 市場概要
  • 自動車
    • ADASとインフォテインメント
    • 自律型および半自律型
  • 家電
    • ゲーム
    • カメラ
    • ウェアラブル
    • スマートフォン
  • ヘルスケア
    • 放射線科
    • 医療画像
  • 小売り
  • セキュリティと監視
    • 生体認証
    • 画像と動画の分析
    • AI誘導ドローンによる監視
  • 製造業
  • 農業
    • 作物モニタリング
    • 自動灌漑システム
  • 運輸・物流
  • その他

世界のコンピュータビジョンにおける人工知能(AI):地域別

  • 市場概要
  • 北米
    • 米国
    • カナダ
  • 欧州
    • ドイツ
    • 英国
    • フランス
    • イタリア
    • スペイン
    • その他欧州地域
  • アジア太平洋地域
    • 中国
    • インド
    • 日本
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカ
    • ブラジル
    • その他ラテンアメリカ地域
  • 中東・アフリカ(MEA)
    • GCC諸国
    • 南アフリカ
    • その他中東・アフリカ地域

競合情勢

  • 上位5社の比較
  • 主要企業の市場ポジショニング(2024年)
  • 主な市場企業が採用した戦略
  • 市場における最近の活動
  • 主要企業の市場シェア(2024年)

主要企業プロファイル

  • Microsoft Corporation(US)
  • Google LLC(US)
  • IBM Corporation(US)
  • Amazon Web Services, Inc.(US)
  • Intel Corporation(US)
  • NVIDIA Corporation(US)
  • Apple Inc.(US)
  • Facebook, Inc.(US)
  • Qualcomm Incorporated(US)
  • Baidu, Inc.(China)
  • Alibaba Group Holding Limited(China)
  • Tencent Holdings Limited(China)
  • Samsung Electronics Co., Ltd.(South Korea)
  • Sony Corporation(Japan)
  • Huawei Technologies Co., Ltd.(China)
  • SenseTime Group Ltd.(China)
  • Cognex Corporation(US)
  • Honeywell International Inc.(US)
  • Texas Instruments Incorporated(US)
  • NEC Corporation(Japan)
目次
Product Code: SQMIG45D2063

Artificial Intelligence (AI) in Computer Vision Market size was valued at USD 22.8 billion in 2023 and is poised to grow from USD 27.93 billion in 2024 to USD 141.63 billion by 2032, growing at a CAGR of 22.5% during the forecast period (2025-2032).

Artificial Intelligence (AI) has become crucial in predictive maintenance systems within computer vision, utilizing CCTV and deep learning algorithms for precise fault detection across diverse sectors, including consumer goods and healthcare. The integration of image sensors and smart cameras has catalyzed the adoption of these systems, driving market expansion and innovation. Beyond traditional industries, applications now extend to consumer drones, autonomous vehicles, education, retail, and security. Technologies such as facial recognition and biometric scanning ensure asset protection in smartphones and secure facilities. Strategic collaborations, like TachyHealth's partnership for improved telemedicine, demonstrate the synergy between AI providers and industry experts, enhancing operational efficiency. As traffic accidents remain a global concern, AI's role in autonomous driving offers promising solutions for road safety, particularly for vulnerable users.

Top-down and bottom-up approaches were used to estimate and validate the size of the Artificial Intelligence (AI) In Computer Vision market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Artificial Intelligence (AI) In Computer Vision Market Segments Analysis

Global Artificial Intelligence (AI) in Computer Vision Market is segmented by Machine Learning Models, Offering, Function, Technology, Application, Vertical and region. Based on Machine Learning Models, the market is segmented into Supervised Learning, Unsupervised Learning and Reinforcement Learning. Based on Offering, the market is segmented into Cameras, Frame Grabbers, Optics, Led Lighting, Processors, AI Vision Software and AI Platforms. Based on Function, the market is segmented into Training and Inference. Based on Technology, the market is segmented into Machine Learning and Generative Ai. Based on Application, the market is segmented into Quality Assurance & Inspection, Measurement, Identification, Predictive Maintenance and Positioning & Guidance. Based on Vertical, the market is segmented into Automotive, Consumer Electronics, Healthcare, Retail, Security And Surveillance, Manufacturing, Agriculture, Transportation & Logistics and Other Verticals. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Artificial Intelligence (AI) In Computer Vision Market

The Artificial Intelligence (AI) in Computer Vision market is being propelled by significant advancements in AI algorithms, deep learning techniques, and neural networks, which are dramatically enhancing the performance of computer vision systems. These technological breakthroughs facilitate precise and effective image and video analysis, leading to a greater integration of AI-driven solutions in numerous sectors. As a result, businesses are increasingly recognizing the value of AI in computer vision, further fueling its adoption and application across various industries, thereby driving the growth of this dynamic market.

Restraints in the Artificial Intelligence (AI) In Computer Vision Market

The adoption of Artificial Intelligence (AI) in the Computer Vision market faces significant challenges due to the high costs associated with implementation. This financial barrier can particularly impact small and medium-sized enterprises (SMEs), which may struggle to secure the necessary investments in hardware, software, and specialized talent. These substantial expenses can deter organizations from integrating AI technologies into their operations, ultimately restricting the widespread adoption of computer vision solutions. Consequently, the financial burden remains a critical factor that limits the potential growth and utilization of AI in the computer vision sector across various industries.

Market Trends of the Artificial Intelligence (AI) In Computer Vision Market

The Artificial Intelligence (AI) in Computer Vision market is witnessing a significant trend toward the integration of AI with the Internet of Things (IoT), enhancing the synergy between the physical and digital realms. This convergence fosters innovative applications across various sectors, including smart cities, industrial automation, home security, and retail analytics, as intelligent, real-time insights from connected devices become increasingly essential. The market is fueled by the growing demand for data-driven decision-making and automation, spurring companies to leverage AI-enabled computer vision solutions to improve operational efficiency and customer experiences. As a result, this trend is expected to propel substantial growth and transformation in the industry.

Table of Contents

Introduction

  • Objectives of the Study
  • Definitions
  • Market Scope

Research Methodology

  • Information Procurement
  • Secondary & Primary Data Sources
  • Market Size Estimation
  • Market Assumptions & Limitations

Executive Summary

  • Market Overview Outlook
  • Supply-Demand Trend Analysis
  • Segmental Opportunity Analysis

Market Dynamics & Outlook

  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges
  • Porter's Analysis
    • Competitive Rivalry
    • Threat of Substitute Products
    • Bargaining Power of Buyers
    • Threat of New Entrants
    • Bargaining Power of Suppliers

Key Market Insights

  • Key Success Factors of the Market
  • Value Chain Analysis
  • Top Investment Pockets
  • Market Attractive Index
  • Ecosystem Mapping
  • PESTEL Analysis
  • Trade Analysis
  • Customer Buying Criteria Analysis
  • Regulatory Analysis
  • Technology Analysis

Global Artificial Intelligence (AI) in Computer Vision Market by Component

  • Market Overview
  • Hardware
    • Processor
    • CPU
    • GPU
    • ASIC
    • FPGA
    • Memory
    • Storage
  • Software
    • Platform
    • Solution

Global Artificial Intelligence (AI) in Computer Vision Market by Function

  • Market Overview
  • Training
  • Inference

Global Artificial Intelligence (AI) in Computer Vision Market by Machine Learning Models

  • Market Overview
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Global Artificial Intelligence (AI) in Computer Vision Market by Application

  • Market Overview
  • Industrial
    • 2D Machine Vision
    • 3D Machine Vision
    • Quality Assurance & Inspection
  • Non-Industrial

Global Artificial Intelligence (AI) in Computer Vision Market by End-Use Industry

  • Market Overview
  • Automotive
    • ADAS & Infotainment
    • Autonomous & Semi-Autonomous
  • Consumer Electronics
    • Gaming
    • Cameras
    • Wearables
    • Smartphones
  • Healthcare
    • Radiology
    • Medical Imaging
  • Retail
  • Security & Surveillance
    • Biometrics
    • Image & Video Analytics
    • AI-Guided Drone-Based Surveillance
  • Manufacturing
  • Agriculture
    • Crop Monitoring
    • Automated Irrigation Systems
  • Transportation & Logistics
  • Others

Global Artificial Intelligence (AI) in Computer Vision Market Size by Region

  • Market Overview
  • North America
    • USA
    • Canada
  • Europe
    • Germany
    • UK
    • France
    • Italy
    • Spain
    • Rest of Europe
  • Asia Pacific
    • China
    • India
    • Japan
    • South Korea
    • Rest of Asia-Pacific
  • Latin America
    • Brazil
    • Rest of Latin America
  • Middle East & Africa (MEA)
    • GCC Countries
    • South Africa
    • Rest of MEA

Competitive Landscape

  • Top 5 Player Comparison
  • Market Positioning of Key Players, 2024
  • Strategies Adopted by Key Market Players
  • Recent Activities in the Market
  • Key Companies Market Share (%), 2024

Key Company Profiles

  • Microsoft Corporation (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Google LLC (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • IBM Corporation (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Amazon Web Services, Inc. (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Intel Corporation (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • NVIDIA Corporation (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Apple Inc. (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Facebook, Inc. (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Qualcomm Incorporated (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Baidu, Inc. (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Alibaba Group Holding Limited (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Tencent Holdings Limited (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Samsung Electronics Co., Ltd. (South Korea)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Sony Corporation (Japan)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Huawei Technologies Co., Ltd. (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • SenseTime Group Ltd. (China)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Cognex Corporation (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Honeywell International Inc. (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Texas Instruments Incorporated (US)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • NEC Corporation (Japan)
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments