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市场调查报告书
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CPG 市场中的影像识别：按元件、部署类型和应用程式划分 - 2025-2030 年全球预测

Image Recognition in CPG Market by Component (Hardware, Solution & Services), Deployment Type (Cloud, On-Premises), Application - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 192 Pages | 商品交期: 最快1-2个工作天内

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2023年CPG市场影像识别市场规模为19.4亿美元，预计2024年将达到22.4亿美元，复合年增长率为17.09%，预计到2030年将达到58.6亿美元。

快速消费品 (CPG) 领域的影像识别涉及使用先进技术来识别、追踪和分析产品图像，以改善行销策略、库存管理和消费者参与。其范围包括自动识别产品特征、品牌徽标等，从而实现即时分析和个人化客户互动。这种需求源自于日益由资料主导的市场格局，需要准确的洞察力以获得竞争优势、敏捷的供应链管理和改善的消费者体验。应用范围包括零售货架监控、产品追踪和扩增实境购物体验。最终用途包括希望简化业务并促销的製造商、零售商和行销公司。

主要市场统计
基准年[2023] 19.4亿美元
预计年份 [2024] 22.4亿美元
预测年份 [2030] 58.6亿美元
复合年增长率（%） 17.09%

关键的成长要素包括人工智慧、机器学习和深度学习技术的进步，这些技术使影像识别更加准确且易于使用。与巨量资料分析整合可提供可行的见解、预测消费行为并优化定价策略。随着全通路行销等趋势的发展，开发跨平台无缝运行的强大识别软体存在潜在机会。建议包括投资人工智慧增强型影像识别平台，以简化资料收集和分析流程，并增强客户个人化和参与度。

然而，该技术有实施成本高、需要大规模基础设施开发等限制，可能会阻碍中小企业采用此技术。隐私问题和有关资料使用的严格规定是主要挑战，需要透明度和强有力的资料管治实务。

创新和研究将专注于提高多样化和复杂环境中演算法的效率和准确性，开发具有成本效益的解决方案以实现更广泛的可访问性，并利用区块链进行安全资料管理。在不断的技术进步和不断变化的消费者期望的推动下，市场是动态的，需要敏捷和创新主导的方法。快速适应这些不断发展的技术并将其融入业务的企业可以利用准确的消费者竞争考察和优化的业务效率来获得市场竞争优势。

市场动态：快速发展的 CPG影像识别市场的关键市场洞察

CPG 的影像识别市场正因供需的动态交互作用而转变。了解这些不断变化的市场动态可以帮助企业做出明智的投资决策、策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时消费行为及其对製造成本的影响以及对采购趋势的影响。

  • 市场驱动因素
    • 对遵守合规标准的高效且盈利的零售执行流程的需求日益增长
    • 全通路媒体传播与零售分散化
    • 对支援 CPG负责人的基于云端的影像识别解决方案的需求不断增长
  • 市场限制因素
    • 影像识别服务实施成本高
  • 市场机会
    • 透过在消费品行业中整合人工智慧和影像识别解决方案来提高商店绩效
    • 市场参与者加大对先进产品和服务的开发和开拓
  • 市场挑战
    • CPG 製造商和零售商对传统审核方法的依赖

波特五力：驾驭 CPG影像识别市场的策略工具

波特的五力框架是了解市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解CPG影像识别市场的外部影响

外部宏观环境因素在塑造 CPG 市场影像识别的表现动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并帮助他们做出积极主动的决策。

市场占有率分析 了解 CPG影像识别市场的竞争状况

对 CPG 市场影像识别的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV定位矩阵CPG中影像识别市场厂商绩效评估

FPNV定位矩阵是评估CPG市场影像识别供应商的关键工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议透过 CPG 绘製影像识别市场的成功之路

对于想要加强在全球市场的影响力的公司来说，对 CPG影像识别市场进行策略分析至关重要。透过审查关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：详细检视当前市场环境、主要企业的广泛资料、评估其在市场中的影响力和整体影响力。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 对遵守合规标准的高效且盈利的零售执行流程的需求日益增长
      • 全通路媒体的采用增加和零售业的分散化
      • 对支援 CPG负责人的云端基础的影像识别解决方案的需求加速成长
    • 抑制因素
      • 影像识别服务实施成本高
    • 机会
      • 在 CPG 产业中整合人工智慧和影像识别解决方案可提高商店绩效
      • 市场参与企业加大对先进产品与服务的开发力度
    • 任务
      • CPG 製造商和零售商对传统审核方法的依赖
  • 市场区隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章 CPG影像识别市场：依组成部分

  • 硬体
  • 解决方案和服务

第 7 章 CPG 中的影像识别市场：依部署类型

  • 云
  • 本地

第八章 CPG影像识别市场：依应用分类

  • 产品置入审核
  • 品类分析
  • 库存分析
  • 产品和货架监控分析

第九章 北美、南美CPG影像识别市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十章 亚太地区CPG影像识别市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十一章 欧洲、中东和非洲CPG影像识别市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
  • 战略分析和建议

公司名单

  • Amazon.com, Inc.
  • Blippar Ltd.
  • Clarifai, Inc.
  • Google LLC
  • Huawei Technologies Co., Ltd.
  • IBM Corp.
  • Imagga Technologies Ltd.
  • LTU Tech
  • Microsoft Corporation
  • NEC Corporation
  • Oracle Corporation
  • Qualcomm Technologies, Inc.
  • Ricoh Company, Ltd.
  • Toshiba Corporation
  • Vispera Information Technologies
  • Wikitude GmbH
Product Code: MRR-7B584ECDCCB8

The Image Recognition in CPG Market was valued at USD 1.94 billion in 2023, expected to reach USD 2.24 billion in 2024, and is projected to grow at a CAGR of 17.09%, to USD 5.86 billion by 2030.

Image recognition in the Consumer Packaged Goods (CPG) sector involves using advanced technologies to identify, track, and analyze product images to improve marketing strategies, inventory management, and consumer engagement. The scope includes automatic identification of product features, brand logos, and more, enabling real-time analytics and personalized customer interactions. Necessity arises from an increasingly data-driven market landscape that demands precise insights for competitive advantage, responsive supply chain management, and enhanced consumer experience. Applications span from retail shelf monitoring, product tracking, to augmented reality shopping experiences. The end-use scope involves manufacturers, retailers, and marketing agencies aiming to streamline operations and drive sales.

KEY MARKET STATISTICS
Base Year [2023] USD 1.94 billion
Estimated Year [2024] USD 2.24 billion
Forecast Year [2030] USD 5.86 billion
CAGR (%) 17.09%

Key growth influencers include advancements in AI, machine learning, and deep learning technologies, making image recognition more accurate and accessible. Integration with big data analytics enables actionable insights, forecast consumer behavior, and optimize pricing strategies. Potential opportunities lie in the development of robust recognition software that can work seamlessly across platforms, aligning with trends like omnichannel marketing. Recommendations include investing in AI-enhanced image recognition platforms to streamline data collection and analysis processes, enhancing customer personalization and engagement.

However, limitations include high implementation costs and the need for substantial infrastructure development, which could deter smaller companies from adopting the technology. Privacy concerns and stringent regulations around data use pose significant challenges, necessitating transparency and robust data governance practices.

Innovation and research can focus on enhancing algorithmic efficiency and accuracy in diverse and complex environments, developing cost-effective solutions for broader accessibility, and leveraging blockchain for secure data management. The market is dynamic, spurred by constant technological advancements and evolving consumer expectations, demanding agility and an innovation-driven approach. Enterprises that promptly adapt and integrate these evolving technologies in their operations are poised for substantial gains, leveraging precise consumer insights and optimized operational efficiencies to secure competitive advantage in the marketplace.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Image Recognition in CPG Market

The Image Recognition in CPG Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Rising need for efficient and profitable retail execution processes with adherence to compliance standards
    • Increased adoption of omni-channel media and retail fragmentation
    • Accelerating demand for cloud-powered image recognition solutions for aiding CPG representatives
  • Market Restraints
    • High installation cost of image recognition services
  • Market Opportunities
    • Integration of AI with image recognition solutions in the CPG industry to improve store performance
    • Increasing developments of advanced products and services by market players
  • Market Challenges
    • CPG manufacturers and retailers' dependency on traditional auditing methods

Porter's Five Forces: A Strategic Tool for Navigating the Image Recognition in CPG Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Image Recognition in CPG Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Image Recognition in CPG Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Image Recognition in CPG Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Image Recognition in CPG Market

A detailed market share analysis in the Image Recognition in CPG Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Image Recognition in CPG Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Image Recognition in CPG Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Image Recognition in CPG Market

A strategic analysis of the Image Recognition in CPG Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Image Recognition in CPG Market, highlighting leading vendors and their innovative profiles. These include Amazon.com, Inc., Blippar Ltd., Clarifai, Inc., Google LLC, Huawei Technologies Co., Ltd., IBM Corp., Imagga Technologies Ltd., LTU Tech, Microsoft Corporation, NEC Corporation, Oracle Corporation, Qualcomm Technologies, Inc., Ricoh Company, Ltd., Toshiba Corporation, Vispera Information Technologies, and Wikitude GmbH.

Market Segmentation & Coverage

This research report categorizes the Image Recognition in CPG Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Component, market is studied across Hardware and Solution & Services.
  • Based on Deployment Type, market is studied across Cloud and On-Premises.
  • Based on Application, market is studied across Auditing Product Placement, Category Analysis, Inventory analysis, and Product & Shelf Monitoring Analysis.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising need for efficient and profitable retail execution processes with adherence to compliance standards
      • 5.1.1.2. Increased adoption of omni-channel media and retail fragmentation
      • 5.1.1.3. Accelerating demand for cloud-powered image recognition solutions for aiding CPG representatives
    • 5.1.2. Restraints
      • 5.1.2.1. High installation cost of image recognition services
    • 5.1.3. Opportunities
      • 5.1.3.1. Integration of AI with image recognition solutions in the CPG industry to improve store performance
      • 5.1.3.2. Increasing developments of advanced products and services by market players
    • 5.1.4. Challenges
      • 5.1.4.1. CPG manufacturers and retailers' dependency on traditional auditing methods
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Image Recognition in CPG Market, by Component

  • 6.1. Introduction
  • 6.2. Hardware
  • 6.3. Solution & Services

7. Image Recognition in CPG Market, by Deployment Type

  • 7.1. Introduction
  • 7.2. Cloud
  • 7.3. On-Premises

8. Image Recognition in CPG Market, by Application

  • 8.1. Introduction
  • 8.2. Auditing Product Placement
  • 8.3. Category Analysis
  • 8.4. Inventory analysis
  • 8.5. Product & Shelf Monitoring Analysis

9. Americas Image Recognition in CPG Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Image Recognition in CPG Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Image Recognition in CPG Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
  • 12.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Amazon.com, Inc.
  • 2. Blippar Ltd.
  • 3. Clarifai, Inc.
  • 4. Google LLC
  • 5. Huawei Technologies Co., Ltd.
  • 6. IBM Corp.
  • 7. Imagga Technologies Ltd.
  • 8. LTU Tech
  • 9. Microsoft Corporation
  • 10. NEC Corporation
  • 11. Oracle Corporation
  • 12. Qualcomm Technologies, Inc.
  • 13. Ricoh Company, Ltd.
  • 14. Toshiba Corporation
  • 15. Vispera Information Technologies
  • 16. Wikitude GmbH

LIST OF FIGURES

  • FIGURE 1. IMAGE RECOGNITION IN CPG MARKET RESEARCH PROCESS
  • FIGURE 2. IMAGE RECOGNITION IN CPG MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. IMAGE RECOGNITION IN CPG MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. IMAGE RECOGNITION IN CPG MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. IMAGE RECOGNITION IN CPG MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. IMAGE RECOGNITION IN CPG MARKET DYNAMICS
  • TABLE 7. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY SOLUTION & SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY AUDITING PRODUCT PLACEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY CATEGORY ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY INVENTORY ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL IMAGE RECOGNITION IN CPG MARKET SIZE, BY PRODUCT & SHELF MONITORING ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 19. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 20. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 21. AMERICAS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 22. ARGENTINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 23. ARGENTINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 24. ARGENTINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 25. BRAZIL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 26. BRAZIL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 27. BRAZIL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 28. CANADA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 29. CANADA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 30. CANADA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 31. MEXICO IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 32. MEXICO IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 33. MEXICO IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 34. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 35. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 36. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 37. UNITED STATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 38. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 39. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 40. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 41. ASIA-PACIFIC IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 42. AUSTRALIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 43. AUSTRALIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 44. AUSTRALIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 45. CHINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 46. CHINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 47. CHINA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 48. INDIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 49. INDIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 50. INDIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 51. INDONESIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 52. INDONESIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 53. INDONESIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 54. JAPAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 55. JAPAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 56. JAPAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 57. MALAYSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 58. MALAYSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 59. MALAYSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 60. PHILIPPINES IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 61. PHILIPPINES IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 62. PHILIPPINES IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 63. SINGAPORE IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 64. SINGAPORE IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 65. SINGAPORE IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 66. SOUTH KOREA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 67. SOUTH KOREA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 68. SOUTH KOREA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 69. TAIWAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 70. TAIWAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 71. TAIWAN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 72. THAILAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 73. THAILAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 74. THAILAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 75. VIETNAM IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 76. VIETNAM IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 77. VIETNAM IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 78. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 79. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 80. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 81. EUROPE, MIDDLE EAST & AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 82. DENMARK IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 83. DENMARK IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 84. DENMARK IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 85. EGYPT IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 86. EGYPT IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 87. EGYPT IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 88. FINLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 89. FINLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 90. FINLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 91. FRANCE IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 92. FRANCE IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 93. FRANCE IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 94. GERMANY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 95. GERMANY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 96. GERMANY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 97. ISRAEL IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 98. ISRAEL IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 99. ISRAEL IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 100. ITALY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 101. ITALY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 102. ITALY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 103. NETHERLANDS IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 104. NETHERLANDS IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 105. NETHERLANDS IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 106. NIGERIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 107. NIGERIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 108. NIGERIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 109. NORWAY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 110. NORWAY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 111. NORWAY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 112. POLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 113. POLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 114. POLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. QATAR IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 116. QATAR IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 117. QATAR IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 118. RUSSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 119. RUSSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 120. RUSSIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 121. SAUDI ARABIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 122. SAUDI ARABIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 123. SAUDI ARABIA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 124. SOUTH AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 125. SOUTH AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 126. SOUTH AFRICA IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 127. SPAIN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 128. SPAIN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 129. SPAIN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 130. SWEDEN IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 131. SWEDEN IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 132. SWEDEN IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 133. SWITZERLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 134. SWITZERLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 135. SWITZERLAND IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 136. TURKEY IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 137. TURKEY IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 138. TURKEY IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 139. UNITED ARAB EMIRATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 140. UNITED ARAB EMIRATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 141. UNITED ARAB EMIRATES IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 142. UNITED KINGDOM IMAGE RECOGNITION IN CPG MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 143. UNITED KINGDOM IMAGE RECOGNITION IN CPG MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
  • TABLE 144. UNITED KINGDOM IMAGE RECOGNITION IN CPG MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 145. IMAGE RECOGNITION IN CPG MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 146. IMAGE RECOGNITION IN CPG MARKET, FPNV POSITIONING MATRIX, 2023