市場調査レポート

商品コード

1505139

コンピュータービジョン向けAIの市場規模、シェア、成長分析：コンポーネント別、機能別、機械学習モデル別、アプリケーション別、エンドユーザー別、地域別 - 産業予測、2024-2031年

Artificial Intelligence in Computer Vision Market Size, Share, Growth Analysis, By Application, By Component(Software, Hardware ), By Function, By Machine Learning Models, By End Use Industry, By Region - Industry Forecast 2024-2031

出版日: 2024年06月22日 | 発行: SkyQuest

| ページ情報: 英文 197 Pages | 納期: 3～5営業日

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概要
目次

概要

サンプル依頼リストに入れる

コンピュータービジョン向けAIの市場規模は、2022年に207億米ドルと評価され、2023年の258億米ドルから2031年には1,488億米ドルに成長し、予測期間中（2024-2031年）のCAGRは24.5％で成長する見通しです。

産業界全体で需要が急増していることが、コンピュータービジョンに応用されるAIの急成長を後押ししています。AIは、CCTVと深層機械学習を活用して多様なシステムの故障を正確に検出する予知保全システムに不可欠なものとなっており、消費者製品、医療、産業部門におけるその重要性を浮き彫りにしています。イメージセンサー、スマートカメラ、ディープラーニングアルゴリズムの普及がコンピュータビジョンシステムの人気を牽引し、技術革新と市場拡大を促進しています。分析によると、コンピュータービジョンは最も顕著なAIアプリケーションであり、AI関連特許の49％を占め、自然言語処理と音声処理がそれぞれ14％と13％で続いています。特に、ヘルスケアはAI主導のコンピュータービジョンでリードしており、これは最も高い特許数と31.2%という圧倒的なCAGRが証明しています。

市場概要
自動車
- ADASとインフォテインメント
- 自律走行車と半自律走行車
コンシューマーエレクトロニクス
- 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
- 医用イメージング
小売
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
農業
- 作物モニタリング
- 自動灌漑システム
輸送・物流
その他

コンピュータービジョン向けAI市場：地域別

市場概要
北米
- 米国
- カナダ
欧州
- ドイツ
- スペイン
- フランス
- 英国
- イタリア
- 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（2023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（2023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）

Product Code: SQMIG45D2063

Artificial Intelligence (AI) in Computer Vision Market size was valued at USD 20.7 billion in 2022 and is poised to grow from USD 25.8 billion in 2023 to USD 148.8 billion by 2031, growing at a CAGR of 24.5% during the forecast period (2024-2031).

The burgeoning demand across industries is propelling rapid growth in Artificial Intelligence (AI) applied to computer vision. AI has become integral in predictive maintenance systems, utilizing CCTV and deep machine learning to accurately detect faults across diverse systems, highlighting its significance across consumer products, medical, and industrial sectors. The proliferation of image sensors, smart cameras, and deep learning algorithms is driving the popularity of computer vision systems, fostering innovation and market expansion. Analysis reveals computer vision as the most prominent AI application, commanding 49% of AI-related patents, with natural language and speech processing following at 14% and 13%, respectively. Notably, healthcare leads in AI-driven computer vision, evidenced by the highest patent count and a dominant CAGR of 31.2%.

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 Segmental Analysis

Artificial Intelligence (AI) in Computer Vision Market is segmented by component, function, machine learning models, application, end-use industry and region. Based on component, the market is segmented into Software (AI Platform, AI Solution), and Hardware (Processor [CPU, GPU, ASIC, FPGA], Memory, Storage). Based on function, the market is segmented into Training and Inference. Based on machine learning models, the market is segmented into Supervised Learning (Convolutional Neural Networks, Recurrent Neural Networks), Unsupervised Learning, and Reinforcement Learning. Based on application, the market is segmented into Industrial (2D Machine Vision, 3D Machine Vision, Quality Assurance & Inspection), and Non-industrial. Based on the end-use industry, the market is segmented into automotive (ADAS & infotainment, autonomous & semi-autonomous vehicles), 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, and others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Drivers of the Artificial Intelligence (AI) in Computer Vision Market

The burgeoning market growth is fueled by heightened demand across diverse industries for AI-powered computer vision technologies. These technologies find applications in plant recognition, crop surveillance, and weed spraying within agriculture, as well as in retail for streamlined check-out processes and traffic monitoring, and in manufacturing for automated steering and robotics. The advancement and adoption of computer vision tools not only signify progress in technology but also underscore the urgency to enhance artificial intelligence capabilities, highlighting the need for proactive measures to leverage these technologies effectively and ethically.

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

The market growth of AI computer vision solutions is hindered by the substantial costs involved in their acquisition or development. These solutions often necessitate specialized hardware, software, and technical expertise, rendering their creation and implementation expensive. New organizations seeking to adopt AI computer vision systems encounter significant challenges, including the expenses associated with acquiring hardware, software licenses, and technical support. Moreover, companies are compelled to invest in training and development programs to cultivate the necessary technical proficiency for effectively utilizing these systems. Thus, the financial barriers associated with both initial setup and ongoing maintenance pose considerable obstacles to the widespread adoption of AI computer vision technologies.

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

Edge computing is emerging as the cornerstone of the computer vision sector, integrating AI capabilities for futuristic applications. Major players in artificial intelligence-driven computer vision are actively leveraging edge computing to develop intelligent products, intensifying their competitive stance in the market. This paradigm shift relocates data analysis from centralized networks or the Cloud to the edge, marking a pivotal advancement in computer vision technology. One notable contender in this arena is the Atos Computer Vision Platform, distinguished by its comprehensive suite of pre-trained and customizable AI models. Backed by the expertise of six Atos AI Computer Vision labs worldwide and superior hardware and software infrastructure, this platform pioneers the convergence of image processing capabilities from the Cloud to the edge, enabling seamless video analytics management across edge servers and Cloud environments.

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
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Technology Analysis
Patent Analysis
Ecosystem of the Market
Start-up Analysis
Case Study Analysis
- VULCAN AI implements AI vision and deep learning for enhanced workplace safety measures.
- Medical image analysis benefits from AI algorithms integrating computer vision technology.
- The retail sector leverages AI for efficient object detection and recognition.
- AI technology enables autonomous vehicle navigation in the transportation industry.
- The automotive industry employs AI for object recognition and classification in traffic scenarios.
Pricing Analysis
Trade Analysis
Customer & Buying Criteria Analysis
Regulatory Landscape
Innovation Matrix
Top Investment Analysis
Key Success Factor
Degree of Competition

Artificial Intelligence (AI) in Computer Vision Market by Component

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

Artificial Intelligence (AI) in Computer Vision Market by Function

Market Overview
Training
Inference

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

Market Overview
Supervised Learning
- Convolutional Neural Networks
- Recurrent Neural Networks
Unsupervised Learning
Reinforcement Learning

Artificial Intelligence (AI) in Computer Vision Market by Application

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

Artificial Intelligence (AI) in Computer Vision Market by End User

Market Overview
Automotive
- ADAS & Infotainment
- Autonomous & Semi-autonomous Vehicles
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

Artificial Intelligence (AI) in Computer Vision Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Italy
- 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, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

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

コンピュータービジョン向けAIの市場規模、シェア、成長分析：コンポーネント別、機能別、機械学習モデル別、アプリケーション別、エンドユーザー別、地域別 - 産業予測、2024-2031年

Artificial Intelligence in Computer Vision Market Size, Share, Growth Analysis, By Application, By Component(Software, Hardware ), By Function, By Machine Learning Models, By End Use Industry, By Region - Industry Forecast 2024-2031

目次

イントロダクション

調査手法

エグゼクティブサマリー

市場力学と見通し

主な市場の考察

コンピュータービジョン向けAI市場：コンポーネント別

コンピュータービジョン向けAI市場：機能別

コンピュータービジョン向けAI市場：機械学習モデル別

コンピュータービジョン向けAI市場：アプリケーション別

コンピュータービジョン向けAI市場：エンドユーザー別