Shelf Image Recognition Artificial Intelligence Global Market Report 2025

Description

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.

Product Code: r39817

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