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소매업 컴퓨터 비전 AI 시장 : 규모, 점유율, 동향 분석, 용도별, 기술별, 전개별, 최종 용도별, 지역별, 부문 예측(2025-2033년)

Computer Vision AI in Retail Market Size, Share & Trends Analysis Report By Application, By Technology, By Deployment (On-premises, Cloud-based, Edge Computing), By End Use, By Region, And Segment Forecasts, 2025 - 2033

발행일: 2025년 06월 | 리서치사:

Grand View Research | 페이지 정보: 영문 100 Pages | 배송안내 : 2-10일 (영업일 기준)

샘플 요청 목록에 추가

※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

소매업 컴퓨터 비전 AI시장 요약

소매업 컴퓨터 비전 AI 세계 시장 규모는 2024년에 16억 6,000만 달러로 평가되었고, 2033년에는 125억 6,000만 달러에 이르고, 2025년부터 2033년까지의 CAGR은 25.4%를 보일 것으로 예측됩니다.이 성장은 고급 시각 인식 기술을 활용한 실시간 고객 행동 분석, 자동 체크아웃 시스템, 재고 관리 강화에 대한 수요 증가가 원동력이 되고 있습니다.

소매업체는 재고 관리, 분실 방지, 점포 활동의 실시간 감시에 컴퓨터 비전을 활용하도록 되어 왔습니다. 제품 추천 및 타겟 마케팅을 용이하게 합니다. 또한, 점포에서의 스마트 디바이스나 IoT 센서의 대두에 의해 방대한 양의 시각 데이터가 생성되어, 컴퓨터 비전 AI가 이것을 분석해 점포 레이아웃을 최적화해, 고객 인게이지먼트를 향상시킵니다.

소매업 컴퓨터 비전 AI의 성장은 AI 알고리즘과 하드웨어의 지속적인 진보에 의해 보다 정확하고 고속의 화상 및영상 처리가 가능하게 된 것이 원동력이 되고 있습니다. 엣지 컴퓨팅의 통합은 매장 수준에서 실시간 분석을 용이하게 하며, 대기 시간을 최소화하고, 응답성을 높일 수 있습니다.

예를 들어, 2025년 2월에 Zebra Technologies가 실시한 제17회 연례 세계 쇼퍼 조사에서는 인도의 쇼핑객의 77%가 개인화된 추천 상품을 제공하는 소매업체를 선호하는 것이 밝혀졌고, AI 주도의 쇼핑 체험에 대한 강한 수요가 부각되었습니다. 공급업체의 52%는 보안 및 비즈니스 효율성을 강화하기 위해 향후 3년 이내에 AI 기반 분실 방지 솔루션을 도입할 예정입니다.

AI 연구에 대한 지속적인 투자와 정부 지원 이니셔티브는 보다 스마트하고 데이터 중심의 운영을 가능하게 함으로써 소매업에서 컴퓨터 비전 AI의 채택을 가속화하고 있습니다. AI 플랫폼은 확장성과 비용 효율적인 솔루션을 제공하므로 소매업체는 엄청난 인프라 투자 없이도 고급 컴퓨터 비전 용도를 도입할 수 있으며, 지속가능성을 강조함으로써 소매업체는 전체 업무의 에너지 소비를 줄이고 폐기물을 최소화하는 AI 솔루션의 도입을 촉진하고 있습니다.

소매업 컴퓨터 비전 AI 시장 점유율 : 지역별, 2024년 및 2033년
북미
- 용도별, 2021년-2033년
- 기술별, 2021년-2033년
- 전개별, 2021년-2033년
- 최종 용도별, 2021년-2033년
- 미국
- 캐나다
- 멕시코
유럽
- 용도별, 2021년-2033년
- 기술별, 2021년-2033년
- 전개별, 2021년-2033년
- 최종 용도별, 2021년-2033년
- 영국
- 독일
- 프랑스
아시아태평양
- 용도별, 2021년-2033년
- 기술별, 2021년-2033년
- 전개별, 2021년-2033년
- 최종 용도별, 2021년-2033년
- 중국
- 일본
- 인도
- 호주
- 한국
라틴아메리카
- 용도별, 2021년-2033년
- 기술별, 2021년-2033년
- 전개별, 2021년-2033년
- 최종 용도별, 2021년-2033년
- 브라질
중동 및 아프리카
- 용도별, 2021년-2033년
- 기술별, 2021년-2033년
- 전개별, 2021년-2033년
- 최종 용도별, 2021년-2033년
- 아랍에미리트(UAE)
- 남아프리카
- 사우디아라비아

제9장 경쟁 구도

주요 시장 진출기업에 의한 최근의 동향과 영향 분석
기업 분류
기업의 시장 포지셔닝
기업의 시장 점유율 분석
기업 히트맵 분석
전략 매핑
- 확대
- 합병과 인수
- 파트너십 및 협업
- 새로운 컴포넌트 출시
- 연구개발
기업 프로파일
- Intel Corporation
- Amazon Web Services, Inc.
- Clarifai, Inc.
- Google LLC
- IBM Corporation
- Basler AG
- Everseen Limited
- Microsoft
- NVIDIA Corporation
- Cognex Corporation

SHW 25.07.21

Computer Vision AI in Retail Market Summary

The global computer vision AI in retail market size was estimated at USD 1.66 billion in 2024 and is projected to reach USD 12.56 billion by 2033, growing at a CAGR of 25.4% from 2025 to 2033. This growth is driven by the rising demand for real-time customer behavior analytics, automated checkout systems, and enhanced inventory management powered by advanced visual recognition technologies.

Retailers are increasingly utilizing computer vision for inventory management, loss prevention, and real-time monitoring of store activities. The technology supports automated checkout systems, reduces wait times, and enhances convenience. Its integration with AI technologies, such as machine learning, facilitates personalized product recommendations and targeted marketing. Additionally, the rise of smart devices and IoT sensors in stores generates vast amounts of visual data, which computer vision AI analyzes to optimize store layouts and improve customer engagement.

The growth of computer vision AI in retail industry is driven by ongoing advancements in AI algorithms and hardware, enabling more accurate and faster image and video processing. Retailers are focused on expanding cashier-less store concepts and automated shelf monitoring to reduce labor costs and enhance stock availability. The integration of edge computing facilitates real-time analytics at the store level, minimizing latency and boosting responsiveness. An increasing demand for personalized shopping experiences drives the adoption of AI-powered customer behavior analysis and dynamic pricing strategies.

For instance, in February 2025, Zebra Technologies' 17th Annual Global Shopper Study revealed that 77% of Indian shoppers prefer retailers offering personalized recommendations, highlighting a strong demand for AI-driven shopping experiences. In response, 52% of retailers in India and the APAC region plan to implement AI-based loss prevention solutions within the next three years to enhance security and operational efficiency. Furthermore, as retailers expand omnichannel strategies, computer vision AI helps unify online and offline data to deliver seamless customer journeys.

Ongoing investments in AI research and supportive government initiatives accelerate the adoption of computer vision AI in retail by enabling smarter, data-driven operations. Retailers increasingly combine AI with big data analytics and IoT technologies to enhance predictive maintenance, optimize supply chains, and strengthen fraud detection capabilities. Cloud-based AI platforms provide scalable and cost-effective solutions, allowing retailers to implement advanced computer vision applications without significant infrastructure investments. Additionally, the growing emphasis on sustainability encourages retailers to adopt AI solutions that reduce energy consumption and minimize waste throughout their operations.

Global Computer Vision AI in Retail Market Report Segmentation

This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global computer vision AI in retail market report based on application, technology, deployment, end use, and region:

Application Outlook (Revenue, USD Million, 2021 - 2033)
Customer Experience Enhancement
Inventory Management
Checkout and Payments
Marketing and Merchandising
Operations Optimization
Technology Outlook (Revenue, USD Million, 2021 - 2033)
Image Recognition
Facial Recognition
Gesture Recognition
Object Detection & Tracking
Optical Character Recognition (OCR)
Deployment Outlook (Revenue, USD Million, 2021 - 2033)
On-premises
Cloud-Based
Edge Computing
End Use Outlook (Revenue, USD Million, 2021 - 2033)
Supermarkets & Hypermarkets
Convenience Stores
E-commerce Warehouses
Specialty Stores
Quick-Service Restaurants (QSR)
Others
Regional Outlook (Revenue, USD Million, 2021 - 2033)
North America
- U.S.
- Canada
- Mexico
Europe
- Germany
- UK
- France
Asia Pacific
- China
- Japan
- India
- South Korea
- Australia
Latin America
- Brazil
Middle East and Africa (MEA)
- UAE
- KSA
- South Africa

Chapter 1. Methodology and Scope

1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
- 1.3.1. Information Procurement
- 1.3.2. Information or Data Analysis
- 1.3.3. Market Formulation & Data Visualization
- 1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
- 1.4.1. List of Data Sources

Chapter 2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

Chapter 3. Computer Vision AI in Retail Market Variables, Trends, & Scope

3.1. Market Introduction/Lineage Outlook
3.2. Market Size and Growth Prospects (USD Million)
3.3. Industry Value Chain Analysis
3.4. Market Dynamics
- 3.4.1. Market Drivers Analysis
- 3.4.2. Market Restraints Analysis
- 3.4.3. Industry Opportunities
- 3.4.4. Industry Challenges
3.5. Computer Vision AI in Retail Market Analysis Tools
- 3.5.1. Porter's Analysis
  - 3.5.1.1. Bargaining power of the suppliers
  - 3.5.1.2. Bargaining power of the buyers
  - 3.5.1.3. Threats of substitution
  - 3.5.1.4. Threats from new entrants
  - 3.5.1.5. Competitive rivalry
- 3.5.2. PESTEL Analysis
  - 3.5.2.1. Political landscape
  - 3.5.2.2. Economic and Social landscape
  - 3.5.2.3. Technological landscape
  - 3.5.2.4. Environmental landscape
  - 3.5.2.5. Legal landscape

Chapter 4. Computer Vision AI in Retail Market: Application Estimates & Trend Analysis

4.1. Segment Dashboard
4.2. Computer Vision AI in Retail Market: Application Movement Analysis, 2024 & 2033 (USD Million)
4.3. Customer Experience Enhancement
- 4.3.1. Customer Experience Enhancement Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
4.4. Inventory Management
- 4.4.1. Inventory Management Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
4.5. Checkout and Payments
- 4.5.1. Checkout and Payments Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
4.6. Marketing and Merchandising
- 4.6.1. Marketing and Merchandising Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
4.7. Operations Optimization
- 4.7.1. Operations Optimization Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 5. Computer Vision AI in Retail Market: Technology Estimates & Trend Analysis

5.1. Segment Dashboard
- 5.3.1. Image Recognition Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
5.4. Facial Recognition
- 5.4.1. Facial Recognition Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
5.5. Gesture Recognition
- 5.5.1. Gesture Recognition Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
5.6. Object Detection & Tracking
- 5.6.1. Object Detection & Tracking Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
5.7. Optical Character Recognition (OCR)
- 5.7.1. Optical Character Recognition (OCR) Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 6. Computer Vision AI in Retail Market: Deployment Estimates & Trend Analysis

6.1. Segment Dashboard
6.2. Computer Vision AI in Retail Market: Deployment Movement Analysis, 2024 & 2033 (USD Million)
6.3. On-premises
- 6.3.1. On-premises Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
6.4. Cloud-Based
- 6.4.1. Cloud-Based Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
6.5. Edge Computing
- 6.5.1. Edge Computing Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 7. Computer Vision AI in Retail Market: End Use Estimates & Trend Analysis

7.1. Segment Dashboard
7.2. Computer Vision AI in Retail Market: End Use Movement Analysis, 2024 & 2033 (USD Million)
7.3. Supermarkets & Hypermarkets
- 7.3.1. Supermarkets & Hypermarkets Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
7.4. Convenience Stores
- 7.4.1. Convenience Stores Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
7.5. E-commerce Warehouses
- 7.5.1. E-commerce Warehouses Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
7.6. Specialty Stores
- 7.6.1. Specialty Stores Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
7.7. Quick-Service Restaurants (QSR)
- 7.7.1. Quick-Service Restaurants (QSR) Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
7.8. Others
- 7.8.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

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

8.1. Computer Vision AI in Retail Market Share, by Region, 2024 & 2033 (USD Million)
8.2. North America
- 8.2.1. North America Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.2.2. North America Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
- 8.2.3. North America Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 8.2.4. North America Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 8.2.5. North America Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.2.6. U.S.
  - 8.2.6.1. U.S. Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.2.6.2. U.S. Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.2.6.3. U.S. Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.2.6.4. U.S. Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.2.6.5. U.S. Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.2.7. Canada
  - 8.2.7.1. Canada Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.2.7.2. Canada Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.2.7.3. Canada Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.2.7.4. Canada Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.2.7.5. Canada Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.2.8. Mexico
  - 8.2.8.1. Mexico Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.2.8.2. Mexico Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.2.8.3. Mexico Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.2.8.4. Mexico Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.2.8.5. Mexico Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
8.3. Europe
- 8.3.1. Europe Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.3.2. Europe Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
- 8.3.3. Europe Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 8.3.4. Europe Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 8.3.5. Europe Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.3.6. UK
  - 8.3.6.1. UK Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.3.6.2. UK Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.3.6.3. UK Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.3.6.4. UK Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.3.6.5. UK Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.3.7. Germany
  - 8.3.7.1. Germany Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.3.7.2. Germany Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.3.7.3. Germany Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.3.7.4. Germany Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.3.7.5. Germany Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.3.8. France
  - 8.3.8.1. France Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.3.8.2. France Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.3.8.3. France Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.3.8.4. France Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.3.8.5. France Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
8.4. Asia Pacific
- 8.4.1. Asia Pacific Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.4.2. Asia Pacific Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
- 8.4.3. Asia Pacific Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 8.4.4. Asia Pacific Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 8.4.5. Asia Pacific Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.4.6. China
  - 8.4.6.1. China Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.4.6.2. China Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.4.6.3. China Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.4.6.4. China Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.4.6.5. China Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.4.7. Japan
  - 8.4.7.1. Japan Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.4.7.2. Japan Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.4.7.3. Japan Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.4.7.4. Japan Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.4.7.5. Japan Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.4.8. India
  - 8.4.8.1. India Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.4.8.2. India Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.4.8.3. India Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.4.8.4. India Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.4.8.5. India Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.4.9. Australia
  - 8.4.9.1. Australia Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.4.9.2. Australia Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.4.9.3. Australia Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.4.9.4. Australia Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.4.9.5. Australia Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.4.10. South Korea
  - 8.4.10.1. South Korea Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.4.10.2. South Korea Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.4.10.3. South Korea Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.4.10.4. South Korea Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.4.10.5. South Korea Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
8.5. Latin America
- 8.5.1. Latin America Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.5.2. Latin America Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
- 8.5.3. Latin America Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 8.5.4. Latin America Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 8.5.5. Latin America Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.5.6. Brazil
  - 8.5.6.1. Brazil Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.5.6.2. Brazil Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.5.6.3. Brazil Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.5.6.4. Brazil Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.5.6.5. Brazil Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
8.6. Middle East and Africa
- 8.6.1. Middle East and Africa Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.6.2. Middle East and Africa Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
- 8.6.3. Middle East and Africa Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 8.6.4. Middle East and Africa Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 8.6.5. Middle East and Africa Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.6.6. UAE
  - 8.6.6.1. UAE Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.6.6.2. UAE Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.6.6.3. UAE Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.6.6.4. UAE Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.6.6.5. UAE Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.6.7. South Africa
  - 8.6.7.1. South Africa Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.6.7.2. South Africa Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.6.7.3. South Africa Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.6.7.4. South Africa Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.6.7.5. South Africa Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 8.6.8. KSA
  - 8.6.8.1. KSA Computer Vision AI in Retail Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  - 8.6.8.2. KSA Computer Vision AI in Retail Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
  - 8.6.8.3. KSA Computer Vision AI in Retail Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
  - 8.6.8.4. KSA Computer Vision AI in Retail Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
  - 8.6.8.5. KSA Computer Vision AI in Retail Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)

Chapter 9. Competitive Landscape

9.1. Recent Developments & Impact Analysis by Key Market Participants
9.2. Company Categorization
9.3. Company Market Positioning
9.4. Company Market Share Analysis
9.5. Company Heat Map Analysis
9.6. Strategy Mapping
- 9.6.1. Expansion
- 9.6.2. Mergers & Acquisition
- 9.6.3. Partnerships & Collaborations
- 9.6.4. New Component Launches
- 9.6.5. Research and Development
9.7. Company Profiles
- 9.7.1. Intel Corporation
  - 9.7.1.1. Participant's Overview
  - 9.7.1.2. Financial Performance
  - 9.7.1.3. Component Benchmarking
  - 9.7.1.4. Recent Developments
- 9.7.2. Amazon Web Services, Inc.
  - 9.7.2.1. Participant's Overview
  - 9.7.2.2. Financial Performance
  - 9.7.2.3. Component Benchmarking
  - 9.7.2.4. Recent Developments
- 9.7.3. Clarifai, Inc.
  - 9.7.3.1. Participant's Overview
  - 9.7.3.2. Financial Performance
  - 9.7.3.3. Component Benchmarking
  - 9.7.3.4. Recent Developments
- 9.7.4. Google LLC
  - 9.7.4.1. Participant's Overview
  - 9.7.4.2. Financial Performance
  - 9.7.4.3. Component Benchmarking
  - 9.7.4.4. Recent Developments
- 9.7.5. IBM Corporation
  - 9.7.5.1. Participant's Overview
  - 9.7.5.2. Financial Performance
  - 9.7.5.3. Component Benchmarking
  - 9.7.5.4. Recent Developments
- 9.7.6. Basler AG
  - 9.7.6.1. Participant's Overview
  - 9.7.6.2. Financial Performance
  - 9.7.6.3. Component Benchmarking
  - 9.7.6.4. Recent Developments
- 9.7.7. Everseen Limited
  - 9.7.7.1. Participant's Overview
  - 9.7.7.2. Financial Performance
  - 9.7.7.3. Component Benchmarking
  - 9.7.7.4. Recent Developments
- 9.7.8. Microsoft
  - 9.7.8.1. Participant's Overview
  - 9.7.8.2. Financial Performance
  - 9.7.8.3. Component Benchmarking
  - 9.7.8.4. Recent Developments
- 9.7.9. NVIDIA Corporation
  - 9.7.9.1. Participant's Overview
  - 9.7.9.2. Financial Performance
  - 9.7.9.3. Component Benchmarking
  - 9.7.9.4. Recent Developments
- 9.7.10. Cognex Corporation
  - 9.7.10.1. Participant's Overview
  - 9.7.10.2. Financial Performance
  - 9.7.10.3. Component Benchmarking
  - 9.7.10.4. Recent Developments

소매업 컴퓨터 비전 AI 시장 : 규모, 점유율, 동향 분석, 용도별, 기술별, 전개별, 최종 용도별, 지역별, 부문 예측(2025-2033년)

Computer Vision AI in Retail Market Size, Share & Trends Analysis Report By Application, By Technology, By Deployment (On-premises, Cloud-based, Edge Computing), By End Use, By Region, And Segment Forecasts, 2025 - 2033

목차

제1장 조사 방법과 범위

제2장 주요 요약

제3장 소매업 컴퓨터 비전 AI 시장의 변수, 동향, 범위

제4장 소매업 컴퓨터 비전 AI 시장 : 용도의 추정 및 예측 분석

제5장 소매업 컴퓨터 비전 AI 시장 : 기술의 추정 및 예측 분석

제6장 소매업 컴퓨터 비전 AI 시장 : 전개의 추정 및 예측 분석

제7장 소매업 컴퓨터 비전 AI 시장 : 최종 용도의 추정 및 예측 분석

제8장 소매업 컴퓨터 비전 AI 시장 : 지역의 추정 및 예측 분석