查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1608058

CPG 市場中的影像識別：按元件、部署類型和應用程式分類 - 2025-2030 年全球預測

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個工作天內

價格

※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

2023年CPG市場影像識別市場規模為19.4億美元，預計2024年將達到22.4億美元，複合年成長率為17.09%，預計到2030年將達到58.6億美元。

快速消費品 (CPG) 領域的影像識別涉及使用先進技術來識別、追蹤和分析產品圖像，以改善行銷策略、庫存管理和消費者參與。其範圍包括自動識別產品特徵、品牌徽標等，從而實現即時分析和個人化客戶互動。這種需求源自於日益由資料主導的市場格局，需要準確的洞察力以獲得競爭優勢、敏捷的供應鏈管理和改善的消費者體驗。應用範圍包括零售貨架監控、產品追蹤和擴增實境購物體驗。最終用途包括希望簡化業務並促銷的製造商、零售商和行銷公司。

主要市場統計
基準年[2023] 19.4億美元
預計年份 [2024] 22.4億美元
預測年份 [2030] 58.6億美元
複合年成長率（%） 17.09%

關鍵的成長要素包括人工智慧、機器學習和深度學習技術的進步，這些技術使影像識別更加準確且易於使用。與巨量資料分析整合可提供可行的見解、預測消費行為並最佳化定價策略。隨著全通路行銷等趨勢的發展，開發跨平台無縫運行的強大識別軟體存在潛在機會。建議包括投資人工智慧增強型影像識別平台，以簡化資料收集和分析流程，並增強客戶個人化和參與度。

然而，該技術有實施成本高、需要大規模基礎設施開發等限制，可能會阻礙中小企業採用此技術。隱私問題和有關資料使用的嚴格規定是主要挑戰，需要透明度和強力的資料管治實務。

創新和研究將專注於提高多樣化和複雜環境中演算法的效率和準確性，開發具有成本效益的解決方案以實現更廣泛的可訪問性，並利用區塊鏈進行安全資料管理。在不斷的技術進步和不斷變化的消費者期望的推動下，市場是動態的，需要敏捷和創新主導的方法。快速適應這些不斷發展的技術並將其融入業務的企業可以利用準確的消費者競爭考察和最佳化的業務效率來獲得市場競爭優勢。

市場動態：快速發展的 CPG影像識別市場的關鍵市場洞察

CPG 的影像識別市場正因供需的動態交互作用而轉變。了解這些不斷變化的市場動態可以幫助企業做出明智的投資決策、策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時消費行為及其對製造成本的影響以及對採購趨勢的影響。

  • 市場促進因素
    • 對遵守合規標準的高效且盈利的零售執行流程的需求日益成長
    • 全通路媒體傳播與零售分散化
    • 對支援 CPG負責人的基於雲端的影像識別解決方案的需求不斷成長
  • 市場限制因素
    • 影像識別服務實施成本高
  • 市場機會
    • 透過在消費品行業中整合人工智慧和影像識別解決方案來提高商店績效
    • 市場參與者加大對先進產品和服務的開發和開拓
  • 市場挑戰
    • CPG 製造商和零售商對傳統審核方法的依賴

波特五力：駕馭 CPG影像識別市場的策略工具

波特的五力框架是了解市場競爭格局的重要工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解CPG影像識別市場的外部影響

外部宏觀環境因素在塑造 CPG 市場影像識別的表現動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並幫助他們做出積極主動的決策。

市場佔有率分析 了解 CPG影像識別市場的競爭狀況

對 CPG 市場影像識別的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV定位矩陣CPG中影像識別市場廠商績效評估

FPNV定位矩陣是評估CPG市場影像識別供應商的關鍵工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析和建議透過 CPG 繪製影像識別市場的成功之路

對於想要加強在全球市場的影響力的公司來說，對 CPG影像識別市場進行策略分析至關重要。透過審查關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：詳細檢視當前市場環境、主要企業的廣泛資料、評估其在市場中的影響力和整體影響力。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監理核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 對遵守合規標準的高效且盈利的零售執行流程的需求日益成長
      • 全通路媒體的採用增加和零售業的分散化
      • 對支援 CPG負責人的雲端基礎的影像識別解決方案的需求加速成長
    • 抑制因素
      • 影像識別服務實施成本高
    • 機會
      • 在 CPG 產業中整合人工智慧和影像識別解決方案可提高商店績效
      • 市場參與企業加大對先進產品與服務的開發力度
    • 任務
      • CPG 製造商和零售商對傳統審核方法的依賴
  • 市場區隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章 CPG影像識別市場：依組成部分

  • 硬體
  • 解決方案和服務

第 7 章 CPG 中的影像識別市場：依部署類型

  • 雲
  • 本地

第8章 CPG影像識別市場：依應用分類

  • 產品置入審核
  • 品類分析
  • 庫存分析
  • 產品和貨架監控分析

第9章 北美、南美CPG影像識別市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第10章 亞太地區CPG影像識別市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第11章 歐洲、中東和非洲CPG影像識別市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第12章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
  • 戰略分析和建議

公司名單

  • 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