貨架影像識別人工智慧全球市場報告（2025年）

近年來，貨架影像識別人工智慧市場發展迅速，預計將從2024年的14.3億美元成長到2025年的18.2億美元，複合年成長率達26.8%。推動這一成長的因素包括：各行業對人工智慧技術的日益普及、對自動化和營運效率需求的不斷成長、來自行動裝置和網際網路的影像資料量不斷增加、深度學習和機器學習演算法的進步，以及對更完善的安全和監控系統的需求。

預計未來幾年，貨架影像識別人工智慧市場將呈指數級成長，到2029年市場規模將達到46.4億美元，複合年成長率（CAGR）為26.4%。預測期內的成長要素包括零售自動化程度的不斷提高、電腦視覺在庫存管理中的應用日益廣泛、對人工智慧驅動的分析技術的投資不斷成長、對即時貨架監控的需求以及透過視覺識別提升客戶體驗的需求。預測期內的關鍵趨勢包括：即時貨架監控和分析技術的進步、用於店內自動化的邊緣影像識別技術的開發、整合視覺和銷售數據的多模態人工智慧創新、透過深度學習模型提高SKU級別的識別精度，以及與零售執行系統和ERP平台的無縫整合。

零售營運中自動化程度的不斷提高預計將推動貨架影像識別人工智慧市場的成長。零售自動化是指利用科技以最少的人工干預高效地執行操作，從而減少錯誤、提高庫存準確性並提升整體營運效率。貨架影像識別人工智慧透過捕獲和分析貨架圖像來支援這種自動化，實現對產品可用性的即時監控、庫存差異的檢測以及無需人工干預即可確保貨架陳列圖的執行。例如，根據美國人口普查局2024年2月發布的報告，預計2023年美國電子商務銷售額將達到1,1187億美元，比2022年成長7.6%。這反映了數位零售活動的擴張以及零售商採用自動化技術的壓力日益增大。因此，透過自動化提高營運效率的需求正在推動貨架影像識別人工智慧市場的成長。

貨架影像識別人工智慧市場的主要企業正在投資機器學習演算法、自動化貨架審核系統、人工智慧驅動的零售執行平台以及可擴展的雲端分析等先進技術，以提高準確性、效率和門市業績。自動化貨架審核系統利用人工智慧分析貨架影像，提供即時洞察，從而減少人工審核並提高庫存可見度。例如，2023年9月，美國零售執行軟體供應商Repsly Inc.宣布與ParallelDots合作，增強其人工智慧影像識別能力，準確率超過95%，審核時間縮短高達50%。這些創新正在最佳化零售執行，並推動全球消費品公司銷售業績的提升。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場：宏觀經濟情景，包括利率、通貨膨脹、地緣政治、貿易戰和關稅，以及新冠疫情及其復甦對市場的影響

第5章 全球成長分析與策略分析框架

• 全球貨架影像識別人工智慧：PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
• 終端用戶產業分析
• 全球貨架影像識別人工智慧市場：成長率分析
• 全球貨架影像識別人工智慧市場表現：規模與成長，2019-2024年
• 全球貨架影像識別人工智慧市場預測：規模與成長，2024-2029年，2034年預測
• 全球貨架影像識別人工智慧：潛在市場規模 (TAM)

第6章 市場細分

• 全球貨架影像識別人工智慧市場：按組件、性能和預測分類，2019-2024年、2024-2029年預測、2034年預測
• 軟體
• 硬體
• 服務
• 全球貨架影像識別人工智慧市場：依部署模式、效能和預測分類，2019-2024年、2024-2029年預測、2034年預測
• 本地部署
• 雲
• 全球貨架影像識別人工智慧市場：按應用、效能和預測分類，2019-2024年、2024-2029年預測、2034年預測
• 零售執行
• 庫存管理
• 符合平面圖要求
• 定價分析
• 促銷追蹤
• 其他用途
• 全球貨架影像識別人工智慧市場：按最終用戶、效能和預測分類，2019-2024年、2024-2029年預測、2034年預測
• 超級市場或大賣場
• 便利商店
• 藥局
• 專賣店
• 其他最終用戶
• 全球貨架影像識別人工智慧市場：按軟體、類型、效能和預測細分，2019-2024年、2024-2029年預測、2034年預測
• 影像處理與分析軟體
• 機器學習和深度學習平台
• 資料管理和整合工具
• 電腦視覺框架
• 雲端基礎的部署平台
• 全球貨架影像識別人工智慧市場：按硬體、類型、性能和預測進行細分，2019-2024年、2024-2029年預測、2034年預測
• 網路攝影機和感測器
• 邊緣運算設備
• 處理單元
• 儲存系統
• 網路裝置
• 全球貨架影像識別人工智慧市場：按服務、類型、性能和預測進行細分，2019-2024年、2024-2029年預測、2034年預測
• 系統整合服務
• 安裝和維護服務
• 培訓和支援服務
• 諮詢服務
• 託管服務

第7章 區域和國家分析

• 全球貨架影像識別人工智慧市場：按地區、效能和預測分類，2019-2024年、2024-2029年預測、2034年預測
• 全球貨架影像識別人工智慧市場：按國家/地區、性能和預測分類，2019-2024 年、2024-2029 年預測、2034 年預測

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章：澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章：德國市場

第18章：法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章：競爭格局與公司概況

• 貨架影像識別人工智慧市場：競爭格局
• 貨架影像識別人工智慧市場：公司概況
  • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
  • International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
  • SAP SE Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

• VusionGroup
• Scandit AG
• YOOBIC Ltd.
• Focal Systems Inc.
• Vispera Information Technologies
• Pensa Systems Inc.
• eLeader Sp. z oo
• Infilect Technologies Pvt. Ltd.
• ParallelDots Inc.
• Repsly Inc.
• SeeChange Technologies Ltd.
• Ailet Inc.
• Snap2Insight Inc.
• Quant Retail sro
• Neurolabs Ltd.

第32章 全球市場競爭基準化分析與儀錶板

第33章 重大併購

第34章 近期市場趨勢

第35章：高潛力市場國家、細分市場與策略

• 2029年貨架影像識別人工智慧市場：提供新機會的國家
• 貨架影像識別人工智慧市場展望（2029）：新興細分市場帶來新機會
• 貨架影像識別人工智慧市場 2029：成長策略
  • 基於市場趨勢的策略
  • 競爭對手策略

第36章附錄

Shelf image recognition artificial intelligence (AI) is an advanced technology that leverages computer vision and machine learning to automatically analyze and interpret images of retail shelves. It detects product placement, stock levels, pricing, and planogram compliance by recognizing items and their positions in real time. This technology helps optimize inventory management, improve merchandising accuracy, and enhance overall retail execution efficiency.

The key components of the shelf image recognition AI market are software, hardware, and services. Software includes AI-powered platforms and applications designed to automatically capture, analyze, and interpret shelf images to identify product placement, stock levels, pricing accuracy, and promotional compliance in retail environments. Deployment modes include on-premises and cloud. Application areas include retail execution, inventory management, planogram compliance, pricing analysis, promotion tracking, and others. Primary end-users include supermarkets or hypermarkets, convenience stores, pharmacies, specialty stores, and others.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

The shelf image recognition artificial intelligence market research report is one of a series of new reports from The Business Research Company that provides shelf image recognition artificial intelligence market statistics, including the shelf image recognition artificial intelligence industry global market size, regional shares, competitors with the shelf image recognition artificial intelligence market share, detailed shelf image recognition artificial intelligence market segments, market trends, and opportunities, and any further data you may need to thrive in the shelf image recognition artificial intelligence industry. This shelf image recognition artificial intelligence market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The shelf image recognition artificial intelligence market size has grown exponentially in recent years. It will grow from $1.43 billion in 2024 to $1.82 billion in 2025 at a compound annual growth rate (CAGR) of 26.8%. The growth in the historic period can be attributed to increasing adoption of AI technologies across industries, rising demand for automation and operational efficiency, growing volumes of image data from mobile and internet sources, advancements in deep learning and machine learning algorithms, and the need for enhanced security and surveillance systems.

The shelf image recognition artificial intelligence market size is expected to see exponential growth in the next few years. It will grow to $4.64 billion in 2029 at a compound annual growth rate (CAGR) of 26.4%. Growth in the forecast period can be attributed to increasing adoption of retail automation, growing use of computer vision in inventory management, rising investment in AI-powered analytics, demand for real-time shelf monitoring, and the need to enhance customer experience through visual recognition. Key trends in the forecast period include advancement in real-time shelf monitoring and analytics, development of edge-based image recognition for in-store automation, innovation in multimodal AI combining vision and sales data, improvement in SKU-level accuracy through deep learning models, and development of seamless integration with retail execution and ERP platforms.

The increasing adoption of automation in retail operations is expected to drive the growth of the shelf image recognition artificial intelligence market. Automation in retail involves utilizing technology to perform tasks efficiently with minimal human intervention, reducing errors, enhancing inventory accuracy, and improving overall operational efficiency. Shelf image recognition AI enables this automation by capturing and analyzing shelf images to monitor product availability, detect stock discrepancies, and ensure planogram compliance in real time without manual input. For example, in February 2024, the US Census Bureau reported that e-commerce sales in the US reached $1,118.7 billion in 2023, up 7.6% from 2022, reflecting growing digital retail activity and increasing pressure on retailers to adopt automation. Therefore, the demand for operational efficiency through automation is driving the growth of the shelf image recognition AI market.

Key companies in the shelf image recognition AI market are investing in advanced technologies such as machine learning algorithms, automated shelf audit systems, AI-powered retail execution platforms, and scalable cloud analytics to enhance accuracy, productivity, and in-store performance. Automated shelf audit systems use AI to analyze shelf images, providing real-time insights that reduce manual audits and improve stock visibility. For instance, in September 2023, Repsly Inc., a US-based retail execution software provider, announced enhanced AI image recognition capabilities in collaboration with ParallelDots, achieving over 95% accuracy and reducing audit time by up to 50%. These innovations optimize retail execution and drive sales performance for consumer goods companies globally.

In August 2024, Scandit, a Switzerland-based provider of smart data capture solutions, acquired Market Lab to strengthen its retail shelf intelligence capabilities. The acquisition combines Market Lab's fixed camera-based shelf audit automation technology with Scandit's existing Shelf View mobile capture solution. Market Lab, based in Poland, specializes in AI-driven image recognition solutions that automate shelf auditing processes, helping retailers improve operational efficiency, stock accuracy, and compliance across store networks.

Major players in the shelf image recognition artificial intelligence market are Microsoft Corporation, Amazon Web Services Inc., International Business Machines Corporation, Oracle Corporation, SAP SE, VusionGroup, Scandit AG, YOOBIC Ltd., Focal Systems Inc., Vispera Information Technologies, Pensa Systems Inc., eLeader Sp. z o.o., Infilect Technologies Pvt. Ltd., ParallelDots Inc., Repsly Inc., SeeChange Technologies Ltd., Ailet Inc., Snap2Insight Inc., Quant Retail s.r.o., and Neurolabs Ltd.

North America was the largest region in the shelf image recognition artificial intelligence market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in shelf image recognition artificial intelligence report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the shelf image recognition artificial intelligence market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The shelf image recognition artificial intelligence market consists of revenues earned by entities by providing services such as data annotation and labeling services, image analytics services, and managed services. The market value includes the value of related goods sold by the service provider or included within the service offering. The shelf image recognition artificial intelligence market also includes sales of display monitors, retail robots, handheld devices, and point-of-sale terminals. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Shelf Image Recognition Artificial Intelligence Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on shelf image recognition artificial intelligence market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for shelf image recognition artificial intelligence ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The shelf image recognition artificial intelligence market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Component: Software; Hardware; Services
• 2) By Deployment Mode: On-Premises; Cloud
• 3) By Application: Retail Execution; Inventory Management; Planogram Compliance; Pricing Analysis; Promotion Tracking; Other Applications
• 4) By End-User: Supermarkets Or Hypermarkets; Convenience Stores; Pharmacies; Specialty Stores; Other End Users
• Subsegments:
• 1) By Software: Image Processing And Analysis Software; Machine Learning And Deep Learning Platforms; Data Management And Integration Tools; Computer Vision Frameworks; Cloud-Based Deployment Platforms
• 2) By Hardware: Cameras And Sensors; Edge Computing Devices; Processing Units; Storage Systems; Networking Equipment
• 3) By Services: System Integration Services; Installation And Maintenance Services; Training And Support Services; Consulting Services; Managed Services
• Companies Mentioned: Microsoft Corporation; Amazon Web Services Inc.; International Business Machines Corporation; Oracle Corporation; SAP SE; VusionGroup; Scandit AG; YOOBIC Ltd.; Focal Systems Inc.; Vispera Information Technologies; Pensa Systems Inc.; eLeader Sp. z o.o.; Infilect Technologies Pvt. Ltd.; ParallelDots Inc.; Repsly Inc.; SeeChange Technologies Ltd.; Ailet Inc.; Snap2Insight Inc.; Quant Retail s.r.o.; Neurolabs Ltd.
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain.
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time Series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery Format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Shelf Image Recognition Artificial Intelligence Market Characteristics

3. Shelf Image Recognition Artificial Intelligence Market Trends And Strategies

4. Shelf Image Recognition Artificial Intelligence Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

• 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Shelf Image Recognition Artificial Intelligence Growth Analysis And Strategic Analysis Framework

• 5.1. Global Shelf Image Recognition Artificial Intelligence PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Shelf Image Recognition Artificial Intelligence Market Growth Rate Analysis
• 5.4. Global Shelf Image Recognition Artificial Intelligence Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Shelf Image Recognition Artificial Intelligence Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Shelf Image Recognition Artificial Intelligence Total Addressable Market (TAM)

6. Shelf Image Recognition Artificial Intelligence Market Segmentation

• 6.1. Global Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Software
• Hardware
• Services
• 6.2. Global Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• On-Premises
• Cloud
• 6.3. Global Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Retail Execution
• Inventory Management
• Planogram Compliance
• Pricing Analysis
• Promotion Tracking
• Other Applications
• 6.4. Global Shelf Image Recognition Artificial Intelligence Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Supermarkets Or Hypermarkets
• Convenience Stores
• Pharmacies
• Specialty Stores
• Other End Users
• 6.5. Global Shelf Image Recognition Artificial Intelligence Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Image Processing And Analysis Software
• Machine Learning And Deep Learning Platforms
• Data Management And Integration Tools
• Computer Vision Frameworks
• Cloud-Based Deployment Platforms
• 6.6. Global Shelf Image Recognition Artificial Intelligence Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Cameras And Sensors
• Edge Computing Devices
• Processing Units
• Storage Systems
• Networking Equipment
• 6.7. Global Shelf Image Recognition Artificial Intelligence Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• System Integration Services
• Installation And Maintenance Services
• Training And Support Services
• Consulting Services
• Managed Services

7. Shelf Image Recognition Artificial Intelligence Market Regional And Country Analysis

• 7.1. Global Shelf Image Recognition Artificial Intelligence Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Shelf Image Recognition Artificial Intelligence Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Shelf Image Recognition Artificial Intelligence Market

• 8.1. Asia-Pacific Shelf Image Recognition Artificial Intelligence Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Shelf Image Recognition Artificial Intelligence Market

• 9.1. China Shelf Image Recognition Artificial Intelligence Market Overview
• 9.2. China Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Shelf Image Recognition Artificial Intelligence Market

• 10.1. India Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Shelf Image Recognition Artificial Intelligence Market

• 11.1. Japan Shelf Image Recognition Artificial Intelligence Market Overview
• 11.2. Japan Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Shelf Image Recognition Artificial Intelligence Market

• 12.1. Australia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Shelf Image Recognition Artificial Intelligence Market

• 13.1. Indonesia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Shelf Image Recognition Artificial Intelligence Market

• 14.1. South Korea Shelf Image Recognition Artificial Intelligence Market Overview
• 14.2. South Korea Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Shelf Image Recognition Artificial Intelligence Market

• 15.1. Western Europe Shelf Image Recognition Artificial Intelligence Market Overview
• 15.2. Western Europe Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Shelf Image Recognition Artificial Intelligence Market

• 16.1. UK Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Shelf Image Recognition Artificial Intelligence Market

• 17.1. Germany Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Shelf Image Recognition Artificial Intelligence Market

• 18.1. France Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Shelf Image Recognition Artificial Intelligence Market

• 19.1. Italy Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Shelf Image Recognition Artificial Intelligence Market

• 20.1. Spain Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Shelf Image Recognition Artificial Intelligence Market

• 21.1. Eastern Europe Shelf Image Recognition Artificial Intelligence Market Overview
• 21.2. Eastern Europe Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Shelf Image Recognition Artificial Intelligence Market

• 22.1. Russia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Shelf Image Recognition Artificial Intelligence Market

• 23.1. North America Shelf Image Recognition Artificial Intelligence Market Overview
• 23.2. North America Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Shelf Image Recognition Artificial Intelligence Market

• 24.1. USA Shelf Image Recognition Artificial Intelligence Market Overview
• 24.2. USA Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Shelf Image Recognition Artificial Intelligence Market

• 25.1. Canada Shelf Image Recognition Artificial Intelligence Market Overview
• 25.2. Canada Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Shelf Image Recognition Artificial Intelligence Market

• 26.1. South America Shelf Image Recognition Artificial Intelligence Market Overview
• 26.2. South America Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Shelf Image Recognition Artificial Intelligence Market

• 27.1. Brazil Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Shelf Image Recognition Artificial Intelligence Market

• 28.1. Middle East Shelf Image Recognition Artificial Intelligence Market Overview
• 28.2. Middle East Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Shelf Image Recognition Artificial Intelligence Market

• 29.1. Africa Shelf Image Recognition Artificial Intelligence Market Overview
• 29.2. Africa Shelf Image Recognition Artificial Intelligence Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Shelf Image Recognition Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Shelf Image Recognition Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Shelf Image Recognition Artificial Intelligence Market Competitive Landscape And Company Profiles

• 30.1. Shelf Image Recognition Artificial Intelligence Market Competitive Landscape
• 30.2. Shelf Image Recognition Artificial Intelligence Market Company Profiles
  • 30.2.1. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. SAP SE Overview, Products and Services, Strategy and Financial Analysis

31. Shelf Image Recognition Artificial Intelligence Market Other Major And Innovative Companies

• 31.1. VusionGroup
• 31.2. Scandit AG
• 31.3. YOOBIC Ltd.
• 31.4. Focal Systems Inc.
• 31.5. Vispera Information Technologies
• 31.6. Pensa Systems Inc.
• 31.7. eLeader Sp. z o.o.
• 31.8. Infilect Technologies Pvt. Ltd.
• 31.9. ParallelDots Inc.
• 31.10. Repsly Inc.
• 31.11. SeeChange Technologies Ltd.
• 31.12. Ailet Inc.
• 31.13. Snap2Insight Inc.
• 31.14. Quant Retail s.r.o.
• 31.15. Neurolabs Ltd.

32. Global Shelf Image Recognition Artificial Intelligence Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Shelf Image Recognition Artificial Intelligence Market

34. Recent Developments In The Shelf Image Recognition Artificial Intelligence Market

35. Shelf Image Recognition Artificial Intelligence Market High Potential Countries, Segments and Strategies

• 35.1 Shelf Image Recognition Artificial Intelligence Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Shelf Image Recognition Artificial Intelligence Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Shelf Image Recognition Artificial Intelligence Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer