Global Image Recognition in CPG Market Size study & Forecast, by Component, by Application, by Deployment Mode, by End User and Regional Forecasts 2025-2035

Description

The Global Image Recognition in CPG Market is valued approximately at USD 3.07 billion in 2024 and is anticipated to grow with a growth rate of more than 21.70% over the forecast period 2025-2035. Image recognition in the Consumer Packaged Goods (CPG) sector refers to the use of advanced artificial intelligence and computer vision tools to enable automated identification, tracking, and analysis of products, shelves, and consumer interactions. It facilitates retailers and CPG brands to strengthen supply chain visibility, optimize merchandising, and capture real-time consumer insights. The market expansion is being driven by rising adoption of automation across retail, the surge in e-commerce penetration, and heightened focus on customer experience personalization. Furthermore, the integration of deep learning models and cloud-based recognition systems is expanding the scope of real-time deployment in both online and offline CPG environments.

The rising demand for accurate inventory monitoring, fraud prevention, and enhanced in-store experience has fueled rapid uptake of image recognition technologies in the CPG sector. With growing product assortments and complex supply chains, companies are leveraging recognition platforms to gain agility, reduce operational inefficiencies, and strengthen compliance. According to retail industry data, businesses adopting AI-powered image recognition have reported measurable reductions in out-of-stock situations and improvements in product placement accuracy. Additionally, the increasing use of emotion gauging applications-analyzing facial expressions to understand consumer preferences-has created lucrative opportunities for global adoption. However, challenges such as high upfront investment, data privacy concerns, and the integration of legacy systems with advanced recognition platforms could pose hurdles to seamless market growth during the forecast timeline.

The detailed segments and sub-segments included in the report are:

By Component:

Hardware
Solutions & Services

By Application:

Inventory Analysis
Product and Shelf Monitoring Analysis
Gauging Emotions

By Deployment Mode:

Cloud-based
On-premises

By End User:

Online
Offline
Solutions & Services are Expected to Dominate the Market
Solutions & services hold the largest market share, as enterprises increasingly deploy image recognition platforms to optimize retail performance, improve product visibility, and reduce operational bottlenecks. Service providers offering AI-driven customization, integration, and ongoing support enable retailers to transition smoothly into digitally enabled ecosystems. The scalability of solutions and the rising demand for predictive analytics in merchandising strategies make this segment the clear leader in adoption. As consumer expectations evolve rapidly, demand for robust recognition solutions with integrated analytics is projected to remain strong.
Product and Shelf Monitoring Analysis Leads in Revenue Contribution
When examined by application, product and shelf monitoring analysis accounts for the majority of revenue generation in the global Image Recognition in CPG Market. This segment is crucial for retailers and CPG brands to monitor product placement, ensure compliance with planograms, and reduce revenue loss caused by empty shelves or misplacements. Meanwhile, inventory analysis applications are gaining ground with the rise of real-time supply chain optimization. Gauging emotions, though at an early stage, is expected to gain momentum as brands strive to capture nuanced insights into customer engagement and tailor in-store experiences. Nonetheless, product and shelf monitoring remains the highest contributor to revenue due to its direct impact on sales performance and customer satisfaction.
The key regions considered for the Global Image Recognition in CPG Market study include North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. North America dominated the market in 2025, attributed to strong adoption of AI technologies, early integration of image recognition platforms by large retailers, and high digital readiness across consumer markets. Europe follows closely with strong regulatory frameworks for retail innovation and an increasing emphasis on sustainability, which aligns with smart recognition solutions for optimized inventory management. Asia Pacific, however, is forecasted to witness the fastest growth over the coming years, fueled by the rapid expansion of retail ecosystems in China, India, and Southeast Asia, alongside increasing investment in omnichannel strategies. Latin America and the Middle East & Africa are also gradually emerging, supported by growing retail modernization and rising smartphone penetration enabling AI-driven shopping experiences.

Major market players included in this report are:

Amazon Web Services, Inc.
IBM Corporation
Qualcomm Technologies, Inc.
Trax Retail
NEC Corporation
LTU Technologies
Honeywell International Inc.
Slyce Inc.
Catchoom Technologies
Google LLC
Blippar Ltd.
Nvidia Corporation
Snap2Insight
Vispera Information Technologies
Microsoft Corporation

Global Image Recognition in CPG Market Report Scope:

Historical Data - 2023, 2024
Base Year for Estimation - 2024
Forecast period - 2025-2035
Report Coverage - Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
Regional Scope - North America; Europe; Asia Pacific; Latin America; Middle East & Africa
Customization Scope - Free report customization (equivalent to up to 8 analysts' working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values for the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within the countries involved in the study. The report also provides detailed information about crucial aspects, such as driving factors and challenges, which will define the future growth of the market. Additionally, it incorporates potential opportunities in micro-markets for stakeholders to invest, along with a detailed analysis of the competitive landscape and product offerings of key players. The detailed segments and sub-segments of the market are explained below:

Key Takeaways:

Market Estimates & Forecast for 10 years from 2025 to 2035.
Annualized revenues and regional-level analysis for each market segment.
Detailed analysis of the geographical landscape with country-level analysis of major regions.
Competitive landscape with information on major players in the market.
Analysis of key business strategies and recommendations on future market approach.
Analysis of the competitive structure of the market.
Demand side and supply side analysis of the market.

Chapter 1. Global Image Recognition in CPG Market Report Scope & Methodology

1.1. Research Objective
1.2. Research Methodology
- 1.2.1. Forecast Model
- 1.2.2. Desk Research
- 1.2.3. Top Down and Bottom-Up Approach
1.3. Research Attributes
1.4. Scope of the Study
- 1.4.1. Market Definition
- 1.4.2. Market Segmentation
1.5. Research Assumption
- 1.5.1. Inclusion & Exclusion
- 1.5.2. Limitations
- 1.5.3. Years Considered for the Study

Chapter 2. Executive Summary

2.1. CEO/CXO Standpoint
2.2. Strategic Insights
2.3. ESG Analysis
2.4. key Findings

Chapter 3. Global Image Recognition in CPG Market Forces Analysis

3.1. Market Forces Shaping The Global Image Recognition in CPG Market (2024-2035)
3.2. Drivers
- 3.2.1. Rising adoption of automation
- 3.2.2. Surge in e-commerce penetration
3.3. Restraints
- 3.3.1. High upfront investment
3.4. Opportunities
- 3.4.1. Heightened focus on customer experience personalization
- 3.4.2. Rapid uptake of image recognition technologies in the CPG sector

Chapter 4. Global Image Recognition in CPG Industry Analysis

4.1. Porter's 5 Forces Model
- 4.1.1. Bargaining Power of Buyer
- 4.1.2. Bargaining Power of Supplier
- 4.1.3. Threat of New Entrants
- 4.1.4. Threat of Substitutes
- 4.1.5. Competitive Rivalry
4.2. Porter's 5 Force Forecast Model (2024-2035)
4.3. PESTEL Analysis
- 4.3.1. Political
- 4.3.2. Economical
- 4.3.3. Social
- 4.3.4. Technological
- 4.3.5. Environmental
- 4.3.6. Legal
4.4. Top Investment Opportunities
4.5. Top Winning Strategies (2025)
4.6. Market Share Analysis (2024-2025)
4.7. Global Pricing Analysis And Trends 2025
4.8. Analyst Recommendation & Conclusion

Chapter 5. Global Image Recognition in CPG Market Size & Forecasts by Component 2025-2035

5.1. Market Overview
5.2. Global Growth Hormone Deficiency Market Performance - Potential Analysis (2025)
5.3. Hardware
- 5.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 5.3.2. Market size analysis, by region, 2025-2035
5.4. Solutions and Services
- 5.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 5.4.2. Market size analysis, by region, 2025-2035

Chapter 6. Global Image Recognition in CPG Market Size & Forecasts by Application 2025-2035

6.1. Market Overview
6.2. Global Growth Hormone Deficiency Market Performance - Potential Analysis (2025)
6.3. Inventory Analysis
- 6.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 6.3.2. Market size analysis, by region, 2025-2035
6.4. Product and Shelf Monitoring Analysis
- 6.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 6.4.2. Market size analysis, by region, 2025-2035
6.5. Gauging Emotions
- 6.5.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 6.5.2. Market size analysis, by region, 2025-2035

Chapter 7. Global Image Recognition in CPG Market Size & Forecasts by Deployment Mode 2025-2035

7.1. Market Overview
7.2. Global Growth Hormone Deficiency Market Performance - Potential Analysis (2025)
7.3. Cloud Based
- 7.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 7.3.2. Market size analysis, by region, 2025-2035
7.4. On Premises
- 7.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 7.4.2. Market size analysis, by region, 2025-2035

Chapter 8. Global Image Recognition in CPG Market Size & Forecasts by Deployment Mode 2025-2035

8.1. Market Overview
8.2. Global Growth Hormone Deficiency Market Performance - Potential Analysis (2025)
8.3. Online
- 8.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 8.3.2. Market size analysis, by region, 2025-2035
8.4. Offline
- 8.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
- 8.4.2. Market size analysis, by region, 2025-2035

Chapter 9. Global Image Recognition in CPG Market Size & Forecasts by Region 2025-2035

9.1. Growth Image Recognition in CPG Market, Regional Market Snapshot
9.2. Top Leading & Emerging Countries
9.3. North America Image Recognition in CPG Market
- 9.3.1. U.S. Image Recognition in CPG Market
  - 9.3.1.1. Component breakdown size & forecasts, 2025-2035
  - 9.3.1.2. Application breakdown size & forecasts, 2025-2035
  - 9.3.1.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.3.1.4. End User breakdown size & forecasts, 2025-2035
- 9.3.2. Canada Image Recognition in CPG Market
  - 9.3.2.1. Component breakdown size & forecasts, 2025-2035
  - 9.3.2.2. Application breakdown size & forecasts, 2025-2035
  - 9.3.2.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.3.2.4. End User breakdown size & forecasts, 2025-2035
9.4. Europe Image Recognition in CPG Market
- 9.4.1. UK Image Recognition in CPG Market
  - 9.4.1.1. Component breakdown size & forecasts, 2025-2035
  - 9.4.1.2. Application breakdown size & forecasts, 2025-2035
  - 9.4.1.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.4.1.4. End User breakdown size & forecasts, 2025-2035
- 9.4.2. Germany Image Recognition in CPG Market
  - 9.4.2.1. Component breakdown size & forecasts, 2025-2035
  - 9.4.2.2. Application breakdown size & forecasts, 2025-2035
  - 9.4.2.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.4.2.4. End User breakdown size & forecasts, 2025-2035
- 9.4.3. France Image Recognition in CPG Market
  - 9.4.3.1. Component breakdown size & forecasts, 2025-2035
  - 9.4.3.2. Application breakdown size & forecasts, 2025-2035
  - 9.4.3.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.4.3.4. End User breakdown size & forecasts, 2025-2035
- 9.4.4. Spain Image Recognition in CPG Market
  - 9.4.4.1. Component breakdown size & forecasts, 2025-2035
  - 9.4.4.2. Application breakdown size & forecasts, 2025-2035
  - 9.4.4.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.4.4.4. End User breakdown size & forecasts, 2025-2035
- 9.4.5. Italy Image Recognition in CPG Market
  - 9.4.5.1. Component breakdown size & forecasts, 2025-2035
  - 9.4.5.2. Application breakdown size & forecasts, 2025-2035
  - 9.4.5.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.4.5.4. End User breakdown size & forecasts, 2025-2035
- 9.4.6. Rest of Europe Image Recognition in CPG Market
  - 9.4.6.1. Component breakdown size & forecasts, 2025-2035
  - 9.4.6.2. Application breakdown size & forecasts, 2025-2035
  - 9.4.6.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.4.6.4. End User breakdown size & forecasts, 2025-2035
9.5. Asia Pacific Image Recognition in CPG Market
- 9.5.1. China Image Recognition in CPG Market
  - 9.5.1.1. Component breakdown size & forecasts, 2025-2035
  - 9.5.1.2. Application breakdown size & forecasts, 2025-2035
  - 9.5.1.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.5.1.4. End User breakdown size & forecasts, 2025-2035
- 9.5.2. India Image Recognition in CPG Market
  - 9.5.2.1. Component breakdown size & forecasts, 2025-2035
  - 9.5.2.2. Application breakdown size & forecasts, 2025-2035
  - 9.5.2.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.5.2.4. End User breakdown size & forecasts, 2025-2035
- 9.5.3. Japan Image Recognition in CPG Market
  - 9.5.3.1. Component breakdown size & forecasts, 2025-2035
  - 9.5.3.2. Application breakdown size & forecasts, 2025-2035
  - 9.5.3.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.5.3.4. End User breakdown size & forecasts, 2025-2035
- 9.5.4. Australia Image Recognition in CPG Market
  - 9.5.4.1. Component breakdown size & forecasts, 2025-2035
  - 9.5.4.2. Application breakdown size & forecasts, 2025-2035
  - 9.5.4.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.5.4.4. End User breakdown size & forecasts, 2025-2035
- 9.5.5. South Korea Image Recognition in CPG Market
  - 9.5.5.1. Component breakdown size & forecasts, 2025-2035
  - 9.5.5.2. Application breakdown size & forecasts, 2025-2035
  - 9.5.5.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.5.5.4. End User breakdown size & forecasts, 2025-2035
- 9.5.6. Rest of APAC Image Recognition in CPG Market
  - 9.5.6.1. Component breakdown size & forecasts, 2025-2035
  - 9.5.6.2. Application breakdown size & forecasts, 2025-2035
  - 9.5.6.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.5.6.4. End User breakdown size & forecasts, 2025-2035
9.6. Latin America Image Recognition in CPG Market
- 9.6.1. Brazil Image Recognition in CPG Market
  - 9.6.1.1. Component breakdown size & forecasts, 2025-2035
  - 9.6.1.2. Application breakdown size & forecasts, 2025-2035
  - 9.6.1.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.6.1.4. End User breakdown size & forecasts, 2025-2035
- 9.6.2. Mexico Image Recognition in CPG Market
  - 9.6.2.1. Component breakdown size & forecasts, 2025-2035
  - 9.6.2.2. Application breakdown size & forecasts, 2025-2035
  - 9.6.2.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.6.2.4. End User breakdown size & forecasts, 2025-2035
9.7. Middle East and Africa Image Recognition in CPG Market
- 9.7.1. UAE Image Recognition in CPG Market
  - 9.7.1.1. Component breakdown size & forecasts, 2025-2035
  - 9.7.1.2. Application breakdown size & forecasts, 2025-2035
  - 9.7.1.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.7.1.4. End User breakdown size & forecasts, 2025-2035
- 9.7.2. Saudi Arabia (KSA) Image Recognition in CPG Market
  - 9.7.2.1. Component breakdown size & forecasts, 2025-2035
  - 9.7.2.2. Application breakdown size & forecasts, 2025-2035
  - 9.7.2.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.7.2.4. End User breakdown size & forecasts, 2025-2035
- 9.7.3. South Africa Image Recognition in CPG Market
  - 9.7.3.1. Component breakdown size & forecasts, 2025-2035
  - 9.7.3.2. Application breakdown size & forecasts, 2025-2035
  - 9.7.3.3. Deployment Mode breakdown size & forecasts, 2025-2035
  - 9.7.3.4. End User breakdown size & forecasts, 2025-2035

Chapter 10. Competitive Intelligence

10.1. Top Market Strategies
10.2. Amazon Web Services, Inc.
- 10.2.1. Company Overview
- 10.2.2. Key Executives
- 10.2.3. Company Snapshot
- 10.2.4. Financial Performance (Subject to Data Availability)
- 10.2.5. Product/Services Port
- 10.2.6. Recent Development
- 10.2.7. Market Strategies
- 10.2.8. SWOT Analysis
10.3. IBM Corporation
10.4. Qualcomm Technologies, Inc.
10.5. Trax Retail
10.6. NEC Corporation
10.7. LTU Technologies
10.8. Honeywell International Inc.
10.9. Slyce Inc.
10.10. Catchoom Technologies
10.11. Google LLC
10.12. Blippar Ltd.
10.13. Nvidia Corporation
10.14. Snap2Insight
10.15. Vispera Information Technologies
10.16. Microsoft Corporation