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本報告書は画像認識システム市場規模の世界市場の概要を紹介します。2019~2023年の歴史的な市場収益データ、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。レポートは画像認識システムの主要メーカーを詳細に分析し、地域別・国別の収益プロフィールを明らかにしています。 本レポートでは特に、主要地域/国別のセグメントとサブセグメントについて、将来の市場ポテンシャルの探索と予測に焦点を当てています。 複数の地域にわたる包括的なデータと市場価値分析により、読者は包括的かつ詳細な市場洞察を得ることができます。

世界の画像認識システム市場の主な参加者である企業概要、収益、粗利益率、ポートフォリオ、地理的位置、重要な発展について、次のパラメータに基づいて説明します。レポートは画像認識システムのメーカー、地域、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、タイプとアプリケーション/端末業界別に画像認識システム市場を分類しています。本研究に含まれる主な企業は：Qualcomm、NEC、Google、LTU Technologies、Catchoom Technologies、Honeywell、Hitachi、Slyce、Wikitude、Attrasoft

地域別市場区分、地域別分析は以下の通り：
    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

タイプ別市場セグメント：
    Code Recognition
    Digital Image Processing
    Facial Recognition
    Object Recognition
    Pattern Recognition
    Optical Character Recognition

用途別の市場セグメント：
    BFSI
    Media & Entertainment
    Retail & Consumer Goods
    IT & Telecom
    Government
    Healthcare
    Transportation & Logistics
    Others

本レポートの詳細内容
世界の画像認識システム市場の現状と将来について、グローバルの主要地域を中心に包括的に分析しています。 当レポートでは、多角的な分析を通じて、市場プレイヤー、地域分布、画像認識システムタイプ、最終用途アプリケーションなどの主要分野を掘り下げ、読者に包括的な市場洞察を提供しています。 レポートは主要企業の画像認識システム収益、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。世界の画像認識システム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。また、当レポートでは、世界市場の主要プレイヤーを特定し、プロファイルを作成するとともに、画像認識システム市場を綿密に分類・応用することで、読者が市場構造とダイナミクスをより正確に把握できるようにし、十分な情報に基づいた意思決定と戦略立案に強力なサポートを提供しています。

画像認識システムのレポートは2019年から2030年までのタイプ別およびアプリケーション別、収益、成長率別のセグメントデータを分析します。収益、予測成長傾向、アプリケーション、およびエンドユーザー業界の市場規模を評価および予測します。

章の概要
第1章：画像認識システムのレポートの報告範囲、各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（製品タイプ、用途など）のエグゼクティブサマリーを紹介します。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ハイレベルに見ることができます。（2019～2030）
第2章：画像認識システムの世界及び地域レベルでの売上高。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、世界各国の市場発展、今後の発展展望、市場空間、生産能力などを紹介する。また、市場ダイナミクス、市場の最新動向、市場の推進要因と制限要因、業界企業が直面する課題とリスク、業界の関連政策の分析などを紹介しています。（2019～2030）
第3章画像認識システム企業の競争状況、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。（2019～2030）
第4章：各市場セグメントの収益と開発の可能性をカバーし、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。（2019～2024）
第5章：画像認識システムの各市場セグメントの収益と開発の可能性をカバーするアプリケーション別のさまざまな市場セグメントの分析を提供し、読者がさまざまな下流市場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：北米（米国、カナダ）のタイプ別、アプリケーション別、国別、各セグメントの収益。（2019～2030）
第7章：ヨーロッパのタイプ別、アプリケーション別、国別、各セグメントの収益。（2019～2030）
第8章：中国の種類別、および用途別、各セグメントの収益。（2019～2030）
第9章アジア（中国を除く）の種類別、用途別、地域別、セグメントごとの収益。（2019～2030）
第10章：中東、アフリカ、ラテンアメリカの種類別、アプリケーション別、国別、各セグメントの収益。（2019～2030）
第11章：画像認識システムの主要企業の概要を提供し、製品の説明と仕様、画像認識システムの収益、粗利益率、最近の展開など、市場の主要企業の基本状況を詳細に紹介します。（2019～2024）
第12章：アナリストの見解/結論

Image recognition, in the context of machine vision, is the ability of software to identify objects, places, people, writing and actions in images. Computers can use machine vision technologies in combination with a camera and artificial intelligence software to achieve image recognition.
Market Analysis and Insights: Global Image Recognition Market
The global Image Recognition market is projected to grow from US$ 24690 million in 2024 to US$ 58920 million by 2030, at a Compound Annual Growth Rate (CAGR) of 15.6% during the forecast period.
North America holds the largest share of the global market. Higher adoption of new and advanced technologies such as mobile application security solutions is driving the growth of this regional market. The image recognition market in Asia-Pacific is projected to grow at the highest CAGR during the forecast period. This high growth can be attributed to the high adoption of cloud, mobility, and infrastructure management solutions to address information security.
Report Covers:
This report presents an overview of global market for Image Recognition 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, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Image Recognition, 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 revenue, market share and industry ranking of main companies, data from 2019 to 2024. Identification of the major stakeholders in the global Image Recognition 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 revenue, projected growth trends, production technology, application and end-user industry.
Descriptive company profiles of the major global players, including Qualcomm, NEC, Google, LTU Technologies, Catchoom Technologies, Honeywell, Hitachi, Slyce and Wikitude, etc.

Market Segmentation
By Company
    Qualcomm
    NEC
    Google
    LTU Technologies
    Catchoom Technologies
    Honeywell
    Hitachi
    Slyce
    Wikitude
    Attrasoft

Segment by Type
    Code Recognition
    Digital Image Processing
    Facial Recognition
    Object Recognition
    Pattern Recognition
    Optical Character Recognition

Segment by Application
    BFSI
    Media & Entertainment
    Retail & Consumer Goods
    IT & Telecom
    Government
    Healthcare
    Transportation & Logistics
    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 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 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 revenue, gross margin, and recent development, etc.
Chapter 12: Analyst's Viewpoints/Conclusions

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