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本報告書は、小売業における画像認識の世界市場、容量、生産量、収益、価格の概要を紹介します。2019~2023年の歴史的な市場収益/売上データ、2024年の予想、および2030年までのCAGRの予測を含む世界市場動向の分析。本レポートはメーカー、地域、製品の種類と端末業界の角度から世界と主要地域の市場現状と将来性を研究した、このレポートでは、世界と主要地域のトップメーカーを分析し、製品タイプとアプリケーション/端末業界別に小売業における画像認識市場を分類しています。
本レポートでは世界の小売業における画像認識市場の主な参加者として、企業概要、販売数量、収益、価格、粗利益率、ポートフォリオ、地理的位置、重要な発展を次のパラメータに基づいて紹介します。本研究に含まれる主な企業は：IBM、AWS、Google、Microsoft、Trax、Intelligence Retail、VistBasic、Snap2Insight、Intel、NVidia Corporation、NEC、DEDI LLC

レポートは小売業における画像認識の主要生産者を調査し、主要地域や国の消費状況も提供します。小売業における画像認識の今後の市場の可能性のハイライト、およびこの市場をさまざまなセグメントおよびサブセグメントに予測するための主要な地域/国の焦点。アメリカとカナダ、中国、アジア、ヨーロッパ、中東、アフリカ、ラテンアメリカ、およびその他の国の国別データと市場価値分析。

2019年から2030年までのタイプ別および用途別、売上高、収益、価格別のセグメントデータを分析します。
タイプ別市場セグメント：
    On-Premises
    Cloud Based

用途別の市場セグメント：
    Security and Surveillance
    Vision Analytics
    Marketing and Advertising
    Others

本レポートの詳細内容
本レポートは、世界の小売業における画像認識市場の現状と将来展望を包括的に分析し、グローバルの主要地域における開発動向の綿密な調査を通じて、読者に包括的な市場分析を提示するものであります。市場の全体像を把握するために、プレイヤー、地域、製品タイプ、最終産業を網羅した多角的な分析を提供しています。さらに、世界市場のトッププレイヤーを特定し、プロファイルを作成するとともに、製品タイプや用途/最終産業に基づいて小売業における画像認識市場を細分化しています。この分類と応用により、市場の構造とダイナミクスをより深く理解することができ、情報に基づいた意思決定と戦略立案が可能になります。
一. 生産面では、2019年から2024年まで、そして2030年までの予測として、メーカー別、地域別（地域レベル、国レベル）の小売業における画像認識生産量、成長率、市場シェアを調査している。

二. 消費面では、小売業における画像認識の売上高を地域別（地域レベル・国レベル）、企業別、種類別、用途別に焦点を当てています。2019年から2024年まで、2030年までの予測。

三.主要メーカーの小売業における画像認識売上高、収益、市場シェア、業界ランキング、2019年から2024年までのデータに焦点を当てています。世界の小売業における画像認識市場における主要なステークホルダーの特定、最近の動向とセグメント収益に基づいて競争状況と市場ポジショニングの分析。

四.本小売業における画像認識のレポートでは関係者が市場の競争状況を包括的に理解し、事業戦略や市場戦略を的確に立てるのに役立つ洞察を提供することを目的としています。 売上高、成長動向、生産技術、用途、エンドユーザー産業の市場規模に関する詳細な評価と予測を提供し、意思決定者に強力なデータサポートを提供します。

章の概要
第1章：小売業における画像認識のレポート範囲、各市場セグメントの市場規模、将来の開発可能性などを含む、さまざまな市場セグメントのエグゼクティブサマリー（タイプ別およびアプリケーション別など）を紹介します。市場の現状と、短期から中期、および長期的な進化の可能性を高度に見ることができます。（2019～2030）
第2章： 小売業における画像認識の世界と主要生産者（地域／国）の生産／アウトプット。各生産者の生産量と今後6年間の発展可能性を定量的に分析しています。（2019～2030）
第3章：世界、地域、国レベルにおける小売業における画像認識の売上（消費）、収益。各地域とその主要国の市場規模と発展の可能性を定量的に分析し、世界の各国の市場発展、将来の発展の見通し、市場空間を紹介します。（2019～2030）
第4章小売業における画像認識メーカーの競争状況、価格、売上高、収益、市場シェアと業界ランキング、最新の開発計画、合併、買収情報などの詳細分析。（2019～2024）
第5章：小売業における画像認識の各市場セグメントの売上高、収益、平均価格、および開発可能性をカバーした種類別のさまざまな市場セグメントの分析を提供し、読者がさまざまな市場セグメントでブルーオーシャン市場を見つけるのに役立ちます。（2019～2030）
第6章：アプリケーション別の様々な市場セグメントの分析を提供し、各市場セグメントの売上高、収益、平均価格、発展の可能性をカバーし、読者が異なる下流市場でのブルーオーシャン市場を見つけるのに役立ちます。（2019～2030）
第7章：北米（米国・カナダ）：タイプ別、用途別、国別、セグメント別の売上高、収益。（2019～2030）
第8章：ヨーロッパ：タイプ別、用途別、国別、セグメント別の売上高と収益。（2019～2030）
第9章：中国：タイプ別、アプリケーション別、セグメント別の売上高、収益。（2019～2030）
第10章：アジア（中国を除く）：タイプ別、用途別、地域別、セグメント別の売上高、収益。（2019～2030）
第11章：中東、アフリカ、中南米：タイプ別、用途別、国別、セグメント別の売上高、収益。（2019～2030）
第12章：小売業における画像認識の主要メーカーの概要を提供し、製品の説明と仕様、小売業における画像認識の売上高、収益、価格、粗利益率、最近の発展など、市場の主要企業の基本的な状況を詳細に紹介します。（2019～2024）
第13章：産業チェーン、販売チャネル、主要原材料、販売代理店および顧客の分析。
第14章：小売業における画像認識の市場動態、市場の最新の動向、市場の推進要因と制約要因、業界内のメーカーが直面する課題とリスク、業界内の関連政策の分析を紹介します。
第15章：レポートの要点と結論。

It can reduce sales time; identify products on shelves, price tags, POSM, analyze and provide suggestions for correcting defects; analyze product range, prices, and trends; analyze shelf share compared with competitors, and dynamic changes; monitor product matrix Compliance; automatically generate reports on selected indicators.

Market Analysis and Insights: Global Image Recognition in Retail Market
The global Image Recognition in Retail market is projected to grow from US$ million in 2024 to US$ million by 2030, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.

The US & Canada market for Image Recognition in Retail is estimated to increase from $ million in 2024 to reach $ million by 2030, at a CAGR of % during the forecast period of 2025 through 2030.

The China market for Image Recognition in Retail is estimated to increase from $ million in 2024 to reach $ million by 2030, at a CAGR of % during the forecast period of 2025 through 2030.

The Europe market for Image Recognition in Retail is estimated to increase from $ million in 2024 to reach $ million by 2030, at a CAGR of % during the forecast period of 2025 through 2030.

The global key companies of Image Recognition in Retail include IBM, AWS, Google, Microsoft, Trax, Intelligence Retail, VistBasic, Snap2Insight and Intel, etc. In 2023, the global top five players had a share approximately % in terms of revenue.
Image Recognition in Retail is widely used in various fields, such as Security and Surveillance, Vision Analytics, Marketing and Advertising and Others, etc. Security and Surveillance provides greatest supports to the Image Recognition in Retail industry development. In 2023, global % revenue of Image Recognition in Retail went into Security and Surveillance filed and the proportion will reach to % in 2030. 
Report Covers:
This report presents an overview of global market for Image Recognition in Retail market size. Analyses of the global market trends, with historic market revenue data for 2019 - 2023, estimates for 2024, and projections of CAGR through 2030. 
This report researches the key producers of Image Recognition in Retail, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Image Recognition in Retail, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Image Recognition in Retail revenue, market share and industry ranking of main companies, data from 2019 to 2024. Identification of the major stakeholders in the global Image Recognition in Retail market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2019 to 2030. Evaluation and forecast the market size for Image Recognition in Retail revenue, projected growth trends, production technology, application and end-user industry.
Descriptive company profiles of the major global players, including IBM, AWS, Google, Microsoft, Trax, Intelligence Retail, VistBasic, Snap2Insight and Intel, etc.

Market Segmentation
By Company
    IBM
    AWS
    Google
    Microsoft
    Trax
    Intelligence Retail
    VistBasic
    Snap2Insight
    Intel
    NVidia Corporation
    NEC
    DEDI LLC

Segment by Type
    On-Premises
    Cloud Based

Segment by Application
    Security and Surveillance
    Vision Analytics
    Marketing and Advertising
    Others

By Region
    North America
        United States
        Canada
    Europe
        Germany
        France
        UK
        Italy
        Russia
        Nordic Countries
        Rest of Europe
    China
    Asia (excluding China)
        Japan
        South Korea
        China Taiwan
       Southeast Asia
        India
    Latin America, Middle East & Africa
        Brazil
        Mexico
        Turkey
        Israel
        GCC Countries

Chapter Outline
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Revenue of Image Recognition in Retail in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Image Recognition in Retail companies’ competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
Chapter 7: Europe by Type, by Application and by country, revenue for each segment.
Chapter 8: China by Type, and by Application, revenue for each segment.
Chapter 9: Asia (excluding China) by Type, by Application and by region, revenue for each segment.
Chapter 10: Middle East, Africa, and Latin America by Type, by Application and by country, revenue for each segment.
Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Image Recognition in Retail revenue, gross margin, and recent development, etc.
Chapter 12: Analyst's Viewpoints/Conclusions

List of Tables
    Table 1. Global Image Recognition in Retail Market Size Growth Rate by Type (US$ Million), 2019 VS 2023 VS 2030
    Table 2. Key Players of On-Premises
    Table 3. Key Players of Cloud Based
    Table 4. Global Image Recognition in Retail Market Size Growth Rate by Application (US$ Million), 2019 VS 2023 VS 2030
    Table 5. Global Image Recognition in Retail Market Size Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
    Table 6. Global Image Recognition in Retail Market Size by Region (2019-2024) & (US$ Million)
    Table 7. Global Image Recognition in Retail Market Share by Region (2019-2024)
    Table 8. Global Image Recognition in Retail Forecasted Market Size by Region (2025-2030) & (US$ Million)
    Table 9. Global Image Recognition in Retail Market Share by Region (2025-2030)
    Table 10. Image Recognition in Retail Market Trends
    Table 11. Image Recognition in Retail Market Drivers
    Table 12. Image Recognition in Retail Market Challenges
    Table 13. Image Recognition in Retail Market Restraints
    Table 14. Global Image Recognition in Retail Revenue by Players (2019-2024) & (US$ Million)
    Table 15. Global Image Recognition in Retail Revenue Share by Players (2019-2024)
    Table 16. Global Top Image Recognition in Retail by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Image Recognition in Retail as of 2023)
    Table 17. Global Image Recognition in Retail Industry Ranking 2022 VS 2023 VS 2024
    Table 18. Global 5 Largest Players Market Share by Image Recognition in Retail Revenue (CR5 and HHI) & (2019-2024)
    Table 19. Global Key Players of Image Recognition in Retail, Headquarters and Area Served
    Table 20. Global Key Players of Image Recognition in Retail, Product and Application
    Table 21. Global Key Players of Image Recognition in Retail, Product and Application
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Image Recognition in Retail Market Size by Type (2019-2024) & (US$ Million)
    Table 24. Global Image Recognition in Retail Revenue Market Share by Type (2019-2024)
    Table 25. Global Image Recognition in Retail Forecasted Market Size by Type (2025-2030) & (US$ Million)
    Table 26. Global Image Recognition in Retail Revenue Market Share by Type (2025-2030)
    Table 27. Global Image Recognition in Retail Market Size by Application (2019-2024) & (US$ Million)
    Table 28. Global Image Recognition in Retail Revenue Share by Application (2019-2024)
    Table 29. Global Image Recognition in Retail Forecasted Market Size by Application (2025-2030) & (US$ Million)
    Table 30. Global Image Recognition in Retail Revenue Share by Application (2025-2030)
    Table 31. North America Image Recognition in Retail Market Size by Type (2019-2024) & (US$ Million)
    Table 32. North America Image Recognition in Retail Market Size by Type (2025-2030) & (US$ Million)
    Table 33. North America Image Recognition in Retail Market Size by Application (2019-2024) & (US$ Million)
    Table 34. North America Image Recognition in Retail Market Size by Application (2025-2030) & (US$ Million)
    Table 35. North America Image Recognition in Retail Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 36. North America Image Recognition in Retail Market Size by Country (2019-2024) & (US$ Million)
    Table 37. North America Image Recognition in Retail Market Size by Country (2025-2030) & (US$ Million)
    Table 38. Europe Image Recognition in Retail Market Size by Type (2019-2024) & (US$ Million)
    Table 39. Europe Image Recognition in Retail Market Size by Type (2025-2030) & (US$ Million)
    Table 40. Europe Image Recognition in Retail Market Size by Application (2019-2024) & (US$ Million)
    Table 41. Europe Image Recognition in Retail Market Size by Application (2025-2030) & (US$ Million)
    Table 42. Europe Image Recognition in Retail Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 43. Europe Image Recognition in Retail Market Size by Country (2019-2024) & (US$ Million)
    Table 44. Europe Image Recognition in Retail Market Size by Country (2025-2030) & (US$ Million)
    Table 45. China Image Recognition in Retail Market Size by Type (2019-2024) & (US$ Million)
    Table 46. China Image Recognition in Retail Market Size by Type (2025-2030) & (US$ Million)
    Table 47. China Image Recognition in Retail Market Size by Application (2019-2024) & (US$ Million)
    Table 48. China Image Recognition in Retail Market Size by Application (2025-2030) & (US$ Million)
    Table 49. Asia Image Recognition in Retail Market Size by Type (2019-2024) & (US$ Million)
    Table 50. Asia Image Recognition in Retail Market Size by Type (2025-2030) & (US$ Million)
    Table 51. Asia Image Recognition in Retail Market Size by Application (2019-2024) & (US$ Million)
    Table 52. Asia Image Recognition in Retail Market Size by Application (2025-2030) & (US$ Million)
    Table 53. Asia Image Recognition in Retail Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
    Table 54. Asia Image Recognition in Retail Market Size by Region (2019-2024) & (US$ Million)
    Table 55. Asia Image Recognition in Retail Market Size by Region (2025-2030) & (US$ Million)
    Table 56. Middle East, Africa, and Latin America Image Recognition in Retail Market Size by Type (2019-2024) & (US$ Million)
    Table 57. Middle East, Africa, and Latin America Image Recognition in Retail Market Size by Type (2025-2030) & (US$ Million)
    Table 58. Middle East, Africa, and Latin America Image Recognition in Retail Market Size by Application (2019-2024) & (US$ Million)
    Table 59. Middle East, Africa, and Latin America Image Recognition in Retail Market Size by Application (2025-2030) & (US$ Million)
    Table 60. Middle East, Africa, and Latin America Image Recognition in Retail Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 61. Middle East, Africa, and Latin America Image Recognition in Retail Market Size by Country (2019-2024) & (US$ Million)
    Table 62. Middle East, Africa, and Latin America Image Recognition in Retail Market Size by Country (2025-2030) & (US$ Million)
    Table 63. IBM Company Details
    Table 64. IBM Business Overview
    Table 65. IBM Image Recognition in Retail Product
    Table 66. IBM Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 67. IBM Recent Developments
    Table 68. AWS Company Details
    Table 69. AWS Business Overview
    Table 70. AWS Image Recognition in Retail Product
    Table 71. AWS Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 72. AWS Recent Developments
    Table 73. Google Company Details
    Table 74. Google Business Overview
    Table 75. Google Image Recognition in Retail Product
    Table 76. Google Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 77. Google Recent Developments
    Table 78. Microsoft Company Details
    Table 79. Microsoft Business Overview
    Table 80. Microsoft Image Recognition in Retail Product
    Table 81. Microsoft Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 82. Microsoft Recent Developments
    Table 83. Trax Company Details
    Table 84. Trax Business Overview
    Table 85. Trax Image Recognition in Retail Product
    Table 86. Trax Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 87. Trax Recent Developments
    Table 88. Intelligence Retail Company Details
    Table 89. Intelligence Retail Business Overview
    Table 90. Intelligence Retail Image Recognition in Retail Product
    Table 91. Intelligence Retail Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 92. Intelligence Retail Recent Developments
    Table 93. VistBasic Company Details
    Table 94. VistBasic Business Overview
    Table 95. VistBasic Image Recognition in Retail Product
    Table 96. VistBasic Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 97. VistBasic Recent Developments
    Table 98. Snap2Insight Company Details
    Table 99. Snap2Insight Business Overview
    Table 100. Snap2Insight Image Recognition in Retail Product
    Table 101. Snap2Insight Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 102. Snap2Insight Recent Developments
    Table 103. Intel Company Details
    Table 104. Intel Business Overview
    Table 105. Intel Image Recognition in Retail Product
    Table 106. Intel Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 107. Intel Recent Developments
    Table 108. NVidia Corporation Company Details
    Table 109. NVidia Corporation Business Overview
    Table 110. NVidia Corporation Image Recognition in Retail Product
    Table 111. NVidia Corporation Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 112. NVidia Corporation Recent Developments
    Table 113. NEC Company Details
    Table 114. NEC Business Overview
    Table 115. NEC Image Recognition in Retail Product
    Table 116. NEC Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 117. NEC Recent Developments
    Table 118. DEDI LLC Company Details
    Table 119. DEDI LLC Business Overview
    Table 120. DEDI LLC Image Recognition in Retail Product
    Table 121. DEDI LLC Revenue in Image Recognition in Retail Business (2019-2024) & (US$ Million)
    Table 122. DEDI LLC Recent Developments
    Table 123. Research Programs/Design for This Report
    Table 124. Key Data Information from Secondary Sources
    Table 125. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Image Recognition in Retail Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
    Figure 2. Global Image Recognition in Retail Market Share by Type: 2023 VS 2030
    Figure 3. On-Premises Features
    Figure 4. Cloud Based Features
    Figure 5. Global Image Recognition in Retail Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
    Figure 6. Global Image Recognition in Retail Market Share by Application: 2023 VS 2030
    Figure 7. Security and Surveillance Case Studies
    Figure 8. Vision Analytics Case Studies
    Figure 9. Marketing and Advertising Case Studies
    Figure 10. Others Case Studies
    Figure 11. Image Recognition in Retail Report Years Considered
    Figure 12. Global Image Recognition in Retail Market Size (US$ Million), Year-over-Year: 2019-2030
    Figure 13. Global Image Recognition in Retail Market Size, (US$ Million), 2019 VS 2023 VS 2030
    Figure 14. Global Image Recognition in Retail Market Share by Region: 2023 VS 2030
    Figure 15. Global Image Recognition in Retail Market Share by Players in 2023
    Figure 16. Global Top Image Recognition in Retail Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Image Recognition in Retail as of 2023)
    Figure 17. The Top 10 and 5 Players Market Share by Image Recognition in Retail Revenue in 2023
    Figure 18. North America Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 19. North America Image Recognition in Retail Market Share by Type (2019-2030)
    Figure 20. North America Image Recognition in Retail Market Share by Application (2019-2030)
    Figure 21. North America Image Recognition in Retail Market Share by Country (2019-2030)
    Figure 22. United States Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 23. Canada Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 24. Europe Image Recognition in Retail Market Size YoY (2019-2030) & (US$ Million)
    Figure 25. Europe Image Recognition in Retail Market Share by Type (2019-2030)
    Figure 26. Europe Image Recognition in Retail Market Share by Application (2019-2030)
    Figure 27. Europe Image Recognition in Retail Market Share by Country (2019-2030)
    Figure 28. Germany Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 29. France Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 30. U.K. Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 31. Italy Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 32. Russia Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 33. Nordic Countries Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 34. China Image Recognition in Retail Market Size YoY (2019-2030) & (US$ Million)
    Figure 35. China Image Recognition in Retail Market Share by Type (2019-2030)
    Figure 36. China Image Recognition in Retail Market Share by Application (2019-2030)
    Figure 37. Asia Image Recognition in Retail Market Size YoY (2019-2030) & (US$ Million)
    Figure 38. Asia Image Recognition in Retail Market Share by Type (2019-2030)
    Figure 39. Asia Image Recognition in Retail Market Share by Application (2019-2030)
    Figure 40. Asia Image Recognition in Retail Market Share by Region (2019-2030)
    Figure 41. Japan Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 42. South Korea Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 43. China Taiwan Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 44. Southeast Asia Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 45. India Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 46. Australia Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 47. Middle East, Africa, and Latin America Image Recognition in Retail Market Size YoY (2019-2030) & (US$ Million)
    Figure 48. Middle East, Africa, and Latin America Image Recognition in Retail Market Share by Type (2019-2030)
    Figure 49. Middle East, Africa, and Latin America Image Recognition in Retail Market Share by Application (2019-2030)
    Figure 50. Middle East, Africa, and Latin America Image Recognition in Retail Market Share by Country (2019-2030)
    Figure 51. Brazil Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 52. Mexico Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 53. Turkey Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 54. Saudi Arabia Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 55. Israel Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 56. GCC Countries Image Recognition in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 57. IBM Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 58. AWS Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 59. Google Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 60. Microsoft Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 61. Trax Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 62. Intelligence Retail Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 63. VistBasic Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 64. Snap2Insight Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 65. Intel Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 66. NVidia Corporation Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 67. NEC Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 68. DEDI LLC Revenue Growth Rate in Image Recognition in Retail Business (2019-2024)
    Figure 69. Bottom-up and Top-down Approaches for This Report
    Figure 70. Data Triangulation
    Figure 71. Key Executives Interviewed