Global Image Recognition In Consumer Packaged Goods (CPG) Market Report 2025

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Published : December 2025

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Image Recognition In Consumer Packaged Goods (CPG) Global Market Report 2025

Name: Image Recognition In Consumer Packaged Goods (CPG) Global Market Report 2025
Brand: The Business Research Company
Price: 4490.00 USD
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By Component (Hardware, Solution, Services), By Technology (Machine Learning Algorithms, Deep Learning Techniques, Computer Vision, Augmented Reality, High-Resolution Image Processing), By Deployment Mode (On-Premise Solutions, Cloud-Based Solutions, Hybrid Solutions, Edge Computing Solutions, Mobile Applications), By Application (Inventory Analysis, Product And Shelf Monitoring Analysis, Auditing Product Placement, Product Placement Trend Analysis, Assessing Compliance And Competition, Category Analysis, Gauging Emotions), By End User (Manufacturers, Retailers, Wholesalers, E-commerce Platforms, Logistics Providers) - Market Size, Trends, And Global Forecast 2025-2034

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.

Image Recognition In Consumer Packaged Goods (CPG) Market Overview

• Image Recognition In Consumer Packaged Goods (CPG) market size has reached to $3.48 billion in 2024

• Expected to grow to $8.42 billion in 2029 at a compound annual growth rate (CAGR) of 19.4%

• Growth Driver: The Increase In Penetration Of Smartphones Fueling The Growth Of The Market Due To Rising Connectivity And Technological Integration

• Market Trend: Use Of Computer Vision Technology To Enhance In-Store Execution For Cpg Brands

• North America was the largest region in 2024 and Asia-Pacific is the fastest growing region.

What Is Covered Under Image Recognition In Consumer Packaged Goods (CPG) Market?

Image recognition in consumer packaged goods (CPG) is the application of computer vision and artificial intelligence to automatically identify and analyze visual information related to products, packaging, and retail environments. This technology enables CPG companies to monitor shelf availability, ensure planogram compliance, track inventory, recognize brands and product variations, and analyze consumer interactions with products.

The main components of image recognition in consumer-packaged goods (CPG) are hardware, solutions, and services. The consumer-packaged goods (CPG) are hardware uses AI-enabled vision systems to identify, analyze, and monitor CPG products in manufacturing and retail environments. The key technologies include machine learning, deep learning, computer vision, augmented reality, and high-resolution image processing. Deployment modes include on-premise, cloud-based, hybrid, edge computing, and mobile solutions. Major applications involve inventory analysis, shelf monitoring, product placement auditing, compliance assessment, and category analysis. End users include manufacturers, retailers, wholesalers, e-commerce platforms, and logistics providers.

Image Recognition In Consumer Packaged Goods (CPG) Market Size and growth rate 2025 to 2029: Graph

What Is The Image Recognition In Consumer Packaged Goods (CPG) Market Size 2025 And Growth Rate?

What Is The Image Recognition In Consumer Packaged Goods (CPG) Market Growth Forecast?

The image recognition in consumer packaged goods (CPG) market size is expected to see rapid growth in the next few years. It will grow to $8.42 billion in 2029 at a compound annual growth rate (CAGR) of 19.4%. The growth in the forecast period can be attributed to rising adoption of artificial intelligence powered predictive analytics, increasing integration of iot and smart shelf technologies, growing demand for real-time inventory and shopper insights, rising need for competitive intelligence and market share tracking and increasing focus on sustainability and supply chain transparency. Major trends in the forecast period include advancement in artificial intelligence for predictive out-of-stock alerts, development of real-time shelf monitoring with edge computing, innovation in integrating ir data with supply chain systems, advancement in analytics for shopper behavior insights and development of automated, and AI-driven planogram optimization.

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What’s The Trade War Impact On Information Technology Industry?

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.

How Is The Image Recognition In Consumer Packaged Goods (CPG) Market Segmented?

1) By Component: Hardware, Solution, Services

2) By Technology: Machine Learning Algorithms, Deep Learning Techniques, Computer Vision, Augmented Reality, High-Resolution Image Processing

3) By Deployment Mode: On-Premise Solutions, Cloud-Based Solutions, Hybrid Solutions, Edge Computing Solutions, Mobile Applications

4) By Application: Inventory Analysis, Product And Shelf Monitoring Analysis, Auditing Product Placement, Product Placement Trend Analysis, Assessing Compliance And Competition, Category Analysis, Gauging Emotions

5) By End User: Manufacturers, Retailers, Wholesalers, E-commerce Platforms, Logistics Providers

Subsegments:

1) By Hardware: Cameras, Processors, Sensors, Memory Devices, Storage Units

2) By Solution: Image Recognition Software, Data Analytics Platforms, Machine Learning Models, Image Processing Tools, Pattern Recognition Systems

3) By Services: Installation And Integration Services, Training And Consulting Services, Maintenance And Support Services, Managed Services, Cloud Deployment Services

What Is Driving The Image Recognition In Consumer Packaged Goods (CPG) Market? The Increase In Penetration Of Smartphones Fueling The Growth Of The Market Due To Rising Connectivity And Technological Integration

The increase in penetration of smartphones is expected to support the growth of the image recognition in CPG market going forward. Smartphone penetration refers to the widespread ownership and usage of mobile phones equipped with advanced computing capabilities and internet connectivity, serving as an indicator of digital accessibility and technological adoption in daily life. The penetration of smartphones is increasing as people rely on them for communication, online shopping, and access to digital services. Smartphones act as enablers for image recognition in CPG, allowing applications to perform retail audits, shelf analysis, and consumer engagement more efficiently. For instance, in October 2025, according to Backlinko, a US-based digital research platform, the number of global smartphone users reached approximately 4.69 billion in 2025, up from 3.39 billion in 2022, representing a growth of nearly 38% within three years. Therefore, the increase in penetration of smartphones is driving the growth of the image recognition in CPG market.

Who Are The Major Players In The Global Image Recognition In Consumer Packaged Goods (CPG) Market?

Major companies operating in the image recognition in consumer packaged goods (cpg) market are SymphonyAI; Amazon Web Services Inc; EVERSEEN LIMITED; Trax Technology Solutions PTE Ltd; Scandit; RetailNext Inc; ParallelDots Inc; Visenze; BeMyEye Holdings Ltd; PENSA SYSTEMS; Focal Inc; Observanow; Infilect Technologies Pvt. Ltd; ShelfWise; Robovision; Zebra Technologies Corp; VusionGroup; ShelfiePro; Technical.ly; Shelfie Pty Ltd

What Are The Key Trends Of The Global Image Recognition In Consumer Packaged Goods (CPG) Market? Use Of Computer Vision Technology To Enhance In-Store Execution For Cpg Brands

Major companies operating in the image recognition in CPG market are focusing on advanced artificial intelligence and machine learning, such as computer vision technology to enhance in-store execution for CPG brands. Computer vision technology refers to a field of artificial intelligence that enables computers and systems to interpret, analyze, and understand visual information from the real world, such as images and videos. For instance, in July 2025, Trax, a Singapore-based retail technology company, launched its new AR-powered On Device Image Recognition (ODIR) technology. This solution provides real-time, offline image analysis for enhanced in-store execution, addressing critical challenges in retail intelligence for consumer-packaged goods (CPG) brands. The innovation marks Trax's advancement in providing scalable, efficient technology for field teams. This product aims to redefine retail execution standards by enabling instant insights and corrective actions directly at the shelf edge.

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What Are Latest Mergers And Acquisitions In The Image Recognition In Consumer Packaged Goods (CPG) Market? Scandit Acquires Market Lab to Boost Retail Intelligence

In August 2024, Scandit, a Switzerland-based smart data capture company, acquired Market Lab for an undisclosed amount. This acquisition broadens, diversifies and enriches Scandit's portfolio by adding advanced image-based retail data and analytics capabilities, including planogram compliance and market intelligence. Market Lab is a Netherlands-based provider of retail execution and image recognition solutions that uses smartphone imagery to generate shelf insights.

What Is The Regional Outlook For The Global Image Recognition In Consumer Packaged Goods (CPG) Market?

North America was the largest region in the image recognition in consumer packaged goods (CPG) market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

What Defines the Image Recognition In Consumer Packaged Goods (CPG) Market?

The image recognition in consumer packaged goods (CPG) market consists of revenues earned by entities by providing services such as automated retail audits, shelf analytics, planogram compliance monitoring, inventory tracking, and consumer behavior insights. The market value includes the value of related goods sold by the service provider or included within the service offering. The image recognition in consumer packaged goods (CPG) market also includes sales of artificial intelligence software platforms, cloud analytics services, edge computing devices, and data integration active pharmaceutical intergradient. 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.

How is Market Value Defined and Measured?

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.

What is the Market Assessment and Strategic Outlook for the Image Recognition In Consumer Packaged Goods (CPG) Industry?

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

Author : Abdul Wasay

Image Recognition In Consumer Packaged Goods (CPG) Market Report Forecast Analysis

Report Attribute	Details
Market Size Value In 2025	$4.17 billion
Revenue Forecast In 2034	$8.42 billion
Growth Rate	CAGR of 19.7% from 2025 to 2034
Base Year For Estimation	2024
Actual Estimates/Historical Data	2019-2024
Forecast Period	2025 - 2029 - 2034
Market Representation	Revenue in USD Billion and CAGR from 2025 to 2034
Segments Covered	Component, Technology, Deployment Mode, Application, End User
Regional Scope	Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa
Country Scope	The countries covered in the report are Australia, Brazil, China, France, Germany, India, ...
Key Companies Profiled	SymphonyAI; Amazon Web Services Inc; EVERSEEN LIMITED; Trax Technology Solutions PTE Ltd; Scandit; RetailNext Inc; ParallelDots Inc; Visenze; BeMyEye Holdings Ltd; PENSA SYSTEMS; Focal Inc; Observanow; Infilect Technologies Pvt. Ltd; ShelfWise; Robovision; Zebra Technologies Corp; VusionGroup; ShelfiePro; Technical.ly; Shelfie Pty Ltd
Customization Scope	Request for Sample
Pricing And Purchase Options	Explore Purchase Options

1. Executive Summary

2. Image Recognition In Consumer Packaged Goods (CPG) Market Characteristics

3. Image Recognition In Consumer Packaged Goods (CPG) Market Trends And Strategies

4. Image Recognition In Consumer Packaged Goods (CPG) 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 Image Recognition In Consumer Packaged Goods (CPG) Growth Analysis And Strategic Analysis Framework

5.1. Global Image Recognition In Consumer Packaged Goods (CPG) PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)

5.2. Analysis Of End Use Industries

5.3. Global Image Recognition In Consumer Packaged Goods (CPG) Market Growth Rate Analysis

5.4. Global Image Recognition In Consumer Packaged Goods (CPG) Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)

5.5. Global Image Recognition In Consumer Packaged Goods (CPG) Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)

5.6. Global Image Recognition In Consumer Packaged Goods (CPG) Total Addressable Market (TAM)

6. Image Recognition In Consumer Packaged Goods (CPG) Market Segmentation

6.1. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Hardware

Solution

Services

6.2. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Machine Leaing Algorithms

Deep Leaing Techniques

Computer Vision

Augmented Reality

High-Resolution Image Processing

6.3. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

On-Premise Solutions

Cloud-Based Solutions

Hybrid Solutions

Edge Computing Solutions

Mobile Applications

6.4. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Inventory Analysis

Product and Shelf Monitoring Analysis

Auditing Product Placement

Product Placement Trend Analysis

Assessing Compliance and Competition

Category Analysis

Gauging Emotions

6.5. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By End User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Manufacturers

Retailers

Wholesalers

E-commerce Platforms

Logistics Providers

6.6. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Cameras

Processors

Sensors

Memory Devices

Storage Units

6.7. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Image Recognition Software

Data Analytics Platforms

Machine Learning Models

Image Processing Tools

Pattern Recognition Systems

6.8. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Installation And Integration Services

Training And Consulting Services

Maintenance And Support Services

Managed Services

Cloud Deployment Services

7. Image Recognition In Consumer Packaged Goods (CPG) Market Regional And Country Analysis

7.1. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

7.2. Global Image Recognition In Consumer Packaged Goods (CPG) Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Image Recognition In Consumer Packaged Goods (CPG) Market

8.1. Asia-Pacific Image Recognition In Consumer Packaged Goods (CPG) 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 Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.3. Asia-Pacific Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.4. Asia-Pacific Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Image Recognition In Consumer Packaged Goods (CPG) Market

9.1. China Image Recognition In Consumer Packaged Goods (CPG) Market Overview

9.2. China Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.3. China Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.4. China Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Image Recognition In Consumer Packaged Goods (CPG) Market

10.1. India Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.2. India Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.3. India Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Image Recognition In Consumer Packaged Goods (CPG) Market

11.1. Japan Image Recognition In Consumer Packaged Goods (CPG) Market Overview

11.2. Japan Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.3. Japan Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.4. Japan Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Image Recognition In Consumer Packaged Goods (CPG) Market

12.1. Australia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.2. Australia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.3. Australia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Image Recognition In Consumer Packaged Goods (CPG) Market

13.1. Indonesia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.2. Indonesia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.3. Indonesia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Image Recognition In Consumer Packaged Goods (CPG) Market

14.1. South Korea Image Recognition In Consumer Packaged Goods (CPG) Market Overview

14.2. South Korea Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.3. South Korea Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.4. South Korea Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Image Recognition In Consumer Packaged Goods (CPG) Market

15.1. Western Europe Image Recognition In Consumer Packaged Goods (CPG) Market Overview

15.2. Western Europe Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.3. Western Europe Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.4. Western Europe Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Image Recognition In Consumer Packaged Goods (CPG) Market

16.1. UK Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.2. UK Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.3. UK Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Image Recognition In Consumer Packaged Goods (CPG) Market

17.1. Germany Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.2. Germany Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.3. Germany Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Image Recognition In Consumer Packaged Goods (CPG) Market

18.1. France Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.2. France Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.3. France Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Image Recognition In Consumer Packaged Goods (CPG) Market

19.1. Italy Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.2. Italy Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.3. Italy Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Image Recognition In Consumer Packaged Goods (CPG) Market

20.1. Spain Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.2. Spain Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.3. Spain Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Image Recognition In Consumer Packaged Goods (CPG) Market

21.1. Eastern Europe Image Recognition In Consumer Packaged Goods (CPG) Market Overview

21.2. Eastern Europe Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.3. Eastern Europe Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.4. Eastern Europe Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Image Recognition In Consumer Packaged Goods (CPG) Market

22.1. Russia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.2. Russia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.3. Russia Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Image Recognition In Consumer Packaged Goods (CPG) Market

23.1. North America Image Recognition In Consumer Packaged Goods (CPG) Market Overview

23.2. North America Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.3. North America Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.4. North America Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Image Recognition In Consumer Packaged Goods (CPG) Market

24.1. USA Image Recognition In Consumer Packaged Goods (CPG) Market Overview

24.2. USA Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.3. USA Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.4. USA Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Image Recognition In Consumer Packaged Goods (CPG) Market

25.1. Canada Image Recognition In Consumer Packaged Goods (CPG) Market Overview

25.2. Canada Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.3. Canada Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.4. Canada Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Image Recognition In Consumer Packaged Goods (CPG) Market

26.1. South America Image Recognition In Consumer Packaged Goods (CPG) Market Overview

26.2. South America Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.3. South America Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.4. South America Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Image Recognition In Consumer Packaged Goods (CPG) Market

27.1. Brazil Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.2. Brazil Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.3. Brazil Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Image Recognition In Consumer Packaged Goods (CPG) Market

28.1. Middle East Image Recognition In Consumer Packaged Goods (CPG) Market Overview

28.2. Middle East Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.3. Middle East Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.4. Middle East Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Image Recognition In Consumer Packaged Goods (CPG) Market

29.1. Africa Image Recognition In Consumer Packaged Goods (CPG) Market Overview

29.2. Africa Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.3. Africa Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.4. Africa Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Image Recognition In Consumer Packaged Goods (CPG) Market Competitive Landscape And Company Profiles

30.1. Image Recognition In Consumer Packaged Goods (CPG) Market Competitive Landscape

30.2. Image Recognition In Consumer Packaged Goods (CPG) Market Company Profiles

30.2.1. SymphonyAI 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. EVERSEEN LIMITED Overview, Products and Services, Strategy and Financial Analysis

30.2.4. Trax Technology Solutions PTE Ltd Overview, Products and Services, Strategy and Financial Analysis

30.2.5. Scandit Overview, Products and Services, Strategy and Financial Analysis

31. Image Recognition In Consumer Packaged Goods (CPG) Market Other Major And Innovative Companies

31.1. RetailNext Inc

31.2. ParallelDots Inc

31.3. Visenze

31.4. BeMyEye Holdings Ltd

31.5. PENSA SYSTEMS

31.6. Focal Inc

31.7. Observanow

31.8. Infilect Technologies Pvt. Ltd

31.9. ShelfWise

31.10. Robovision

31.11. Zebra Technologies Corp

31.12. VusionGroup

31.13. ShelfiePro

31.14. Technical.ly

31.15. Shelfie Pty Ltd

32. Global Image Recognition In Consumer Packaged Goods (CPG) Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Image Recognition In Consumer Packaged Goods (CPG) Market

34. Recent Developments In The Image Recognition In Consumer Packaged Goods (CPG) Market

35. Image Recognition In Consumer Packaged Goods (CPG) Market High Potential Countries, Segments and Strategies

35.1 Image Recognition In Consumer Packaged Goods (CPG) Market In 2029 - Countries Offering Most New Opportunities

35.2 Image Recognition In Consumer Packaged Goods (CPG) Market In 2029 - Segments Offering Most New Opportunities

35.3 Image Recognition In Consumer Packaged Goods (CPG) 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

List Of Tables

Table 1: Global Historic Market Growth, 2019-2024, $ Billion

Table 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion

Table 3: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 4: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 5: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 6: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 7: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By End User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 8: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 9: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 10: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 11: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 12: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 13: Asia-Pacific, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 14: Asia-Pacific, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 15: Asia-Pacific, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 16: China, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 17: China, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 18: China, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 19: India, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 20: India, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 21: India, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 22: Japan, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 23: Japan, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 24: Japan, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 25: Australia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 26: Australia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 27: Australia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 28: Indonesia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 29: Indonesia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 30: Indonesia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 31: South Korea, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 32: South Korea, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 33: South Korea, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 34: Western Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 35: Western Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 36: Western Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 37: UK, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 38: UK, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 39: UK, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 40: Germany, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 41: Germany, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 42: Germany, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 43: France, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 44: France, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 45: France, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 46: Italy, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 47: Italy, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 48: Italy, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 49: Spain, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 50: Spain, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 51: Spain, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 52: Eastern Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 53: Eastern Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 54: Eastern Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 55: Russia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 56: Russia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 57: Russia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 58: North America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 59: North America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 60: North America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 61: USA, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 62: USA, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 63: USA, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 64: Canada, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 65: Canada, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 66: Canada, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 67: South America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 68: South America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 69: South America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 70: Brazil, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 71: Brazil, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 72: Brazil, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 73: Middle East, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 74: Middle East, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 75: Middle East, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 76: Africa, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 77: Africa, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 78: Africa, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 79: SymphonyAI Financial Performance

Table 80: Amazon Web Services Inc Financial Performance

Table 81: EVERSEEN LIMITED Financial Performance

Table 82: Trax Technology Solutions PTE Ltd Financial Performance

Table 83: Scandit Financial Performance

List Of Figures

Figure 1: Global Historic Market Growth, 2019-2024, $ Billion

Figure 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion

Figure 3: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 4: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 5: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 6: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 7: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By End User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 8: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 9: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 10: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 11: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 12: Global Image Recognition In Consumer Packaged Goods (CPG) Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 13: Asia-Pacific, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 14: Asia-Pacific, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 15: Asia-Pacific, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 16: China, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 17: China, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 18: China, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 19: India, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 20: India, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 21: India, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 22: Japan, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 23: Japan, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 24: Japan, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 25: Australia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 26: Australia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 27: Australia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 28: Indonesia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 29: Indonesia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 30: Indonesia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 31: South Korea, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 32: South Korea, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 33: South Korea, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 34: Western Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 35: Western Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 36: Western Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 37: UK, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 38: UK, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 39: UK, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 40: Germany, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 41: Germany, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 42: Germany, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 43: France, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 44: France, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 45: France, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 46: Italy, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 47: Italy, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 48: Italy, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 49: Spain, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 50: Spain, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 51: Spain, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 52: Eastern Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 53: Eastern Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 54: Eastern Europe, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 55: Russia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 56: Russia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 57: Russia, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 58: North America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 59: North America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 60: North America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 61: USA, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 62: USA, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 63: USA, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 64: Canada, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 65: Canada, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 66: Canada, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 67: South America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 68: South America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 69: South America, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 70: Brazil, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 71: Brazil, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 72: Brazil, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 73: Middle East, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 74: Middle East, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 75: Middle East, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 76: Africa, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 77: Africa, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 78: Africa, Image Recognition In Consumer Packaged Goods (CPG) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 79: SymphonyAI Financial Performance

Figure 80: Amazon Web Services Inc Financial Performance

Figure 81: EVERSEEN LIMITED Financial Performance

Figure 82: Trax Technology Solutions PTE Ltd Financial Performance

Figure 83: Scandit Financial Performance

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Frequently Asked Questions

What is the definition of the Image Recognition In Consumer Packaged Goods (CPG) market?

How will the Image Recognition In Consumer Packaged Goods (CPG) market drivers and restraints affect the market dynamics? What forces will shape the Image Recognition In Consumer Packaged Goods (CPG) industry going forward?

The market major growth driver - The Increase In Penetration Of Smartphones Fueling The Growth Of The Market Due To Rising Connectivity And Technological Integration. For further insights on this market, request a sample here

What is the forecast market size or the forecast market value of the Image Recognition In Consumer Packaged Goods (CPG) market?

The image recognition in consumer packaged goods (CPG) market size has grown rapidly in recent years. It will grow from $3.48 billion in 2024 to $4.17 billion in 2025 at a compound annual growth rate (CAGR) of 19.7%. The growth in the historic period can be attributed to rising demand for retail automation and efficiency, increasing need for accurate in-store data and analytics, growing competition among cpg brands for shelf space, rising adoption of artificial intelligence and computer vision technologies and increasing investment in supply chain optimization and loss prevention. The image recognition in consumer packaged goods (CPG) market size is expected to see rapid growth in the next few years. It will grow to $8.42 billion in 2029 at a compound annual growth rate (CAGR) of 19.4%. The growth in the forecast period can be attributed to rising adoption of artificial intelligence powered predictive analytics, increasing integration of iot and smart shelf technologies, growing demand for real-time inventory and shopper insights, rising need for competitive intelligence and market share tracking and increasing focus on sustainability and supply chain transparency. Major trends in the forecast period include advancement in artificial intelligence for predictive out-of-stock alerts, development of real-time shelf monitoring with edge computing, innovation in integrating ir data with supply chain systems, advancement in analytics for shopper behavior insights and development of automated, and AI-driven planogram optimization. For further insights on this market, request a sample here

How is the Image Recognition In Consumer Packaged Goods (CPG) market segmented?

The image recognition in consumer packaged goods (cpg) market covered in this report is segmented –
1) By Component: Hardware, Solution, Services
2) By Technology: Machine Learning Algorithms, Deep Learning Techniques, Computer Vision, Augmented Reality, High-Resolution Image Processing
3) By Deployment Mode: On-Premise Solutions, Cloud-Based Solutions, Hybrid Solutions, Edge Computing Solutions, Mobile Applications
4) By Application: Inventory Analysis, Product And Shelf Monitoring Analysis, Auditing Product Placement, Product Placement Trend Analysis, Assessing Compliance And Competition, Category Analysis, Gauging Emotions
5) By End User: Manufacturers, Retailers, Wholesalers, E-commerce Platforms, Logistics Providers Subsegments:
1) By Hardware: Cameras, Processors, Sensors, Memory Devices, Storage Units
2) By Solution: Image Recognition Software, Data Analytics Platforms, Machine Learning Models, Image Processing Tools, Pattern Recognition Systems
3) By Services: Installation And Integration Services, Training And Consulting Services, Maintenance And Support Services, Managed Services, Cloud Deployment Services For further insights on this market, request a sample here

Which region has the largest share of the Image Recognition In Consumer Packaged Goods (CPG) market? What are the other regions covered in the report?

North America was the largest region in the image recognition in consumer packaged goods (CPG) market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the image recognition in consumer packaged goods (cpg) market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa For further insights on this market, request a sample here.

Who are the major players in the Image Recognition In Consumer Packaged Goods (CPG) market?

What are the key trends in the Image Recognition In Consumer Packaged Goods (CPG) market?

Major trends in this market include Use Of Computer Vision Technology To Enhance In-Store Execution For Cpg Brands. For further insights on this market, request a sample here.