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市場調査レポート
商品コード
1459085

画像認識の世界市場：提供別、技術別、応用分野別、組織規模別、業界別、地域別 - 予測（～2029年）

Image Recognition Market by Offering (Hardware, Software, Services), Technology (QR/barcode, Digital Image Processing, Facial Recognition ), Application Area,Organization Size, Vertical and Region - Global Forecast to 2029
出版日: | 発行: MarketsandMarkets | ページ情報: 英文 307 Pages | 納期: 即納可能 即納可能とは

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価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=157.14円
画像認識の世界市場：提供別、技術別、応用分野別、組織規模別、業界別、地域別 - 予測（～2029年）
出版日: 2024年03月27日
発行: MarketsandMarkets
ページ情報: 英文 307 Pages
納期: 即納可能 即納可能とは
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  • 概要
  • 目次
概要

世界の画像認識の市場規模は、2024年の467億米ドルから2029年までに986億米ドルに達し、予測期間にCAGRで16.1％の成長が見込まれます。

AI、ディープラーニング、コンピュータービジョン技術の継続的な進歩により、画像認識ソフトウェアの精度と機能が大幅に向上し、予測期間の市場成長を促進しています。

調査範囲
調査対象年 2019年～2029年
基準年 2023年
予測期間 2024年～2029年
単位 100万米ドル/10億米ドル
セグメント 提供別、技術別、応用分野別、組織規模別、業界別
対象地域 北米、欧州、アジア太平洋、中東・アフリカ、ラテンアメリカ

「応用分野別では、スキャン・イメージングセグメントが予測期間に高いCAGRで成長する見込みです。」

画像認識技術は、既存のワークフローシステムや文書管理プラットフォームとシームレスに統合します。スキャンデバイス、文書リポジトリ、ビジネスアプリケーションとの統合により、文書処理ワークフローのエンドツーエンドの自動化が可能になり、全体的な効率性と生産性が向上します。画像認識は、請求書、フォーム、領収書などのスキャンされた文書からのデータ抽出を自動化します。名前、日付、金額、参照番号などの主なデータフィールドを高い精度で識別し、抽出することができます。これにより、データ入力プロセスが合理化され、手作業によるミスが減り、データ品質が向上します。画像認識技術は、レイアウト、構造、キーワードなどの視覚的なコンテンツに基づいて文書を分類することができます。これにより、ワークフローシステムは、適切なワークフロー、部門、またはユーザーに文書を自動的に割り振ることができ、処理時間を短縮し、組織の効率を向上させます。

「組織規模別では、2024年に大企業がより大きな市場シェアを占めます。」

画像認識は、データ入力、文書の仕分け、品質管理などの手作業を自動化します。画像を分析し、関連情報を特定することで、人の介在の必要性を減らし、時間と人件費を節約します。画像認識は視覚データを分析し、業務プロセスの非効率性やボトルネックを特定します。ワークフローをモニタリングし、プロセスステップの画像を分析することで、組織は最適化の機会を特定し、全体的な効率を向上させることができます。製造やユーティリティなどの業界では、画像認識は機器の性能をモニターし、潜在的な問題を検出します。センサーやカメラからの画像を分析することで、異常や消耗の兆候を特定し、事前のメンテナンスを可能にし、ダウンタイムを最小限に抑えます。

「地域別では、欧州が予測期間に第2位の市場シェアを占めます。」

欧州は、高速インターネット接続、強力なコンピューティングリソース、AIとコンピュータービジョンの熟練労働力を含む、先進の技術インフラを有しています。こうした技術力により、さまざまな業界で先進の画像認識ソリューションの開発と展開が可能になっています。欧州諸国は、画像認識能力の向上において大きな進歩を示しています。例えば小売業界では、ZalandoやASOSといった企業が画像認識アルゴリズムを活用してパーソナライズされたショッピング体験を提供し、顧客がキーワードではなく画像を使って商品を検索できるようにしています。これによってユーザーのエンゲージメントが高まり、これらの小売企業のコンバージョン率と売上が向上しています。欧州の病院や医学研究機関も、医療画像の分析や診断に画像認識技術を活用しています。例えば、英国のNHSは、放射線科医による医療画像の解釈を支援する画像認識システムを導入し、より迅速で正確な診断につなげています。さらに、欧州委員会のDigital Single Market StrategyやHorizon Europeなどの資金提供プログラムといった政府の取り組みは、画像認識技術の研究開発をさらに支援し、欧州市場における技術革新と競争力を促進しています。

当レポートでは、世界の画像認識市場について調査分析し、主な促進要因と抑制要因、競合情勢、将来の動向などの情報を提供しています。

目次

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

  • 画像認識市場の概要
  • 画像認識市場：提供別（2024年・2029年）
  • 画像認識市場：技術別（2024年・2029年）
  • 画像認識市場：用途別（2024年・2029年）
  • 画像認識市場：組織規模別（2024年・2029年）
  • 画像認識市場：業界別（2024年・2029年）
  • 画像認識市場：地域のシナリオ（2024年～2029年）

第5章 市場の概要と業界動向

  • イントロダクション
  • 市場力学
    • 促進要因
    • 抑制要因
    • 機会
    • 課題
  • ケーススタディ分析
  • サプライチェーン
  • エコシステム
  • 貿易分析
  • ポーターのファイブフォース分析
  • 価格分析
    • 主要企業の平均販売価格（ASP）の動向：提供別
    • 参考価格分析：ソリューション別
  • 主要技術
    • CNN
    • GAN
    • AutoML
  • 補完技術
    • センサー
    • RPA
    • クラウドコンピューティング
  • 隣接技術
    • AI・ML
    • IoT
    • NLP
    • コンピュータービジョン
  • 特許分析
  • 顧客のビジネスに影響を与える動向と混乱
  • 規制情勢
    • 規制機関、政府機関、その他の組織
    • 規制：地域別
  • 主なステークホルダーと購入基準
  • 主な会議とイベント（2024年～2025年）
  • 画像認識市場：ビジネスモデル分析
    • 製品の販売モデル
    • サブスクリプションベースモデル
  • 投資と資金調達のシナリオ

第6章 画像認識市場：提供別

  • イントロダクション
  • ハードウェア
  • ソフトウェア
  • サービス

第7章 画像認識市場：技術別

  • イントロダクション
  • QR/バーコード認識
  • デジタル画像処理
  • 顔認識
  • 物体認識
  • パターン認識
  • 光学文字認識
  • その他の技術

第8章 画像認識市場：組織規模別

  • イントロダクション
  • 大企業
  • 中小企業

第9章 画像認識市場：用途別

  • イントロダクション
  • スキャン・イメージング
  • セキュリティ・監視
  • 画像検索
  • 拡張現実
  • マーケティング・広告
  • その他の用途

第10章 画像認識市場：業界別

  • イントロダクション
  • BFSI
  • 小売・eコマース
  • メディア・エンターテインメント
  • 医療
  • 政府
  • 輸送・ロジスティクス
  • 自動車
  • IT・通信
  • 製造
  • その他の業界

第11章 画像認識市場：地域別

  • イントロダクション
  • 北米
    • 北米の画像認識市場の促進要因
    • 北米の不況の影響
    • 米国
    • カナダ
  • 欧州
    • 欧州の画像認識市場の促進要因
    • 欧州の不況の影響
    • 英国
    • ドイツ
    • フランス
    • イタリア
    • その他の欧州
  • アジア太平洋
    • アジア太平洋の画像認識市場の促進要因
    • アジア太平洋の不況の影響
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
    • マレーシア
    • その他のアジア太平洋
  • 中東・アフリカ
    • 中東・アフリカの画像認識市場の促進要因
    • 中東・アフリカの不況の影響
    • GCC
    • 南アフリカ
    • その他の中東・アフリカ
  • ラテンアメリカ
    • ラテンアメリカの画像認識市場の促進要因
    • ラテンアメリカの不況の影響
    • ブラジル
    • メキシコ
    • アルゼンチン
    • その他のラテンアメリカ

第12章 競合情勢

  • 概要
  • 主な企業戦略/有力企業
  • 市場シェア分析
  • ブランド/製品の比較
  • 収益分析
  • 企業の評価マトリクス、主要企業（2023年）
  • 企業の評価マトリクス：スタートアップ/中小企業（2023年）
  • 企業の評価と財務指標
  • 競合シナリオと動向

第13章 企業プロファイル

  • イントロダクション
  • 主要企業
    • GOOGLE
    • QUALCOMM
    • AWS
    • MICROSOFT
    • TOSHIBA
    • NVIDIA
    • ORACLE
    • NEC CORPORATION
    • HUAWEI
    • HITACHI
  • その他の企業
    • TRAX
    • STMICROELECTRONICS
    • ON SEMICONDUCTOR CORPORATION
    • SNAP2INSIGHT
    • ATTRASOFT
    • STERISON
    • UNICSOFT
    • PARALLELDOTS
    • VUE.AI
    • CATCHOOM
    • WIKITUDE
    • XIMILAR
    • IMAGGA TECHNOLOGIES
    • BLIPPAR
    • CLARIFAI
    • LTU TECHNOLOGIES
    • DEEPSIGNALS

第14章 隣接/関連市場

  • イントロダクション
    • 関連市場
    • 制限事項
  • 顔認識市場
  • 感情検出/認識市場

第15章 付録

目次
Product Code: TC 2308

The image recognition market is expected to grow from USD 46.7 billion in 2024 to USD 98.6 billion by 2029 at a Compound Annual Growth Rate (CAGR) of 16.1% during the forecast period. Continuous advancements in artificial intelligence (AI), deep learning, and computer vision technologies have significantly improved image recognition software's accuracy and capabilities, driving the market growth during the forecast period.

Scope of the Report
Years Considered for the Study2019-2029
Base Year2023
Forecast Period2024-2029
Units ConsideredValue (USD Million/Billion)
SegmentsBy Offering, Technology, Application Area, Organization Size, and Vertical.
Regions coveredNorth America, Europe, Asia Pacific, Middle East & Africa, and Latin America

"As per application area, the scanning & imaging segment is expected to grow at a higher CAGR during the forecast period."

Image recognition technology seamlessly integrates with existing workflow systems and document management platforms. Integrating with scanning devices, document repositories, and business applications enables end-to-end automation of document processing workflows, improving overall efficiency and productivity. Image recognition automates data extraction from scanned documents, such as invoices, forms, or receipts. It can identify and extract key data fields, such as names, dates, amounts, and reference numbers, with high accuracy. This streamlines data entry processes, reduces manual errors, and improves data quality. Image recognition technology can classify documents based on their visual content, such as layout, structure, or keywords; this allows workflow systems to automatically route documents to the correct workflows, departments, or users, speeding up processing times and improving organizational efficiency.

"As per organization size, large enterprises will hold a larger market share in 2024."

Image recognition automates manual tasks such as data entry, document sorting, and quality control. Analyzing images and identifying relevant information reduces the need for human intervention, saving time and labor costs. Mage recognition analyzes visual data to identify inefficiencies or bottlenecks in operational processes. Monitoring workflows and analyzing process steps' images helps organizations identify optimization opportunities and improve overall efficiency. In industries such as manufacturing and utilities, image recognition monitors equipment performance and detects potential issues. Analyzing images from sensors or cameras identifies abnormalities or signs of wear and tear, enabling proactive maintenance and minimizing downtime.

"As per region, Europe will witness the second-largest market share during the forecast period."

Europe has advanced technological infrastructure, including high-speed internet connectivity, robust computing resources, and a skilled workforce in artificial intelligence (AI) and computer vision. These technological capabilities enable the development and deployment of sophisticated image recognition solutions across various industries. European countries have made significant strides in advancing image recognition capabilities. For instance, in the retail sector, companies like Zalando and ASOS utilize image recognition algorithms to offer personalized shopping experiences, enabling customers to search for products using images rather than keywords; this has enhanced user engagement and increased conversion rates and sales for these retailers. European hospitals and research institutions in healthcare also leverage image recognition technology for medical imaging analysis and diagnostics. For instance, the UK's National Health Service (NHS) has implemented image recognition systems to assist radiologists in interpreting medical images, leading to faster and more accurate diagnoses. In addition, government initiatives such as the European Commission's Digital Single Market Strategy and funding programs like Horizon Europe further support research and development in image recognition technology, driving innovation and competitiveness in the European market.

The breakup of the profiles of the primary participants is below:

  • By Company: Tier I: 33%, Tier II: 25%, and Tier III: 42%
  • By Designation: C-Level Executives: 31%, Director Level: 34%, and Others: 35%
  • By Region: North America: 42%, Europe: 28%, Asia Pacific: 22%, Rest of World: 8%

Note: Others include sales managers, marketing managers, and product managers

Note: The rest of the World consists of the Middle East & Africa, and Latin America

Note: Tier 1 companies have revenues of more than USD 100 million; tier 2 companies' revenue ranges from USD 10 million to USD 100 million; and tier 3 companies' revenue is less than 10 million

Source: Secondary Literature, Expert Interviews, and MarketsandMarkets Analysis

Some of the significant vendors offering image recognition software and services across the globe include Google (US), Qualcomm (US), AWS (US), Microsoft (US), Toshiba (Japan), NVIDIA (US), Oracle (US), NEC (Japan), Huawei (China), Hitachi (Japan), Trax (Singapore), Samsung (South Korea), STMicroelectronics (Switzerland), ON Semiconductor Corporation (US), Snap2Insight (Portland), Attrasoft (US), Sterison (India), Unicsoft (UK), ParallelDots (US), Vue.ai (US), Catchoom (Spain), Wikitude (Austria), Ximilar (Czech Republic), Imagga Technologies (Bulgaria), Blippar (UK), Clarifai (US), LTU Technologies (France), and DeepSignals (US).

Research coverage:

The market study covers the image recognition market across segments. It aims to estimate the market size and the growth potential of this market across different market segments, such as offering, technology, application area, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Reasons to buy this report:

The report will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall image recognition market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of critical drivers (increasing demand for image recognition in the automotive industry, rising demand for security applications and products enabled with image recognition functions, increasing use of high bandwidth data services, and technological advancements to boost the demand for image recognition among CPG and retail components), restraints (high installation cost of Image recognition services and data privacy concerns and regulatory challenges), opportunities (integration of AI capabilities with image recognition solutions, increase in demand for big data analytics, and increase in demand in the healthcare industry), and challenges (training models to generalize well to natural world settings and limited dataset quality) influencing the growth of the image recognition market.
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the image recognition market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the image recognition market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the image recognition market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players Google (US), Qualcomm (US), AWS (US), Microsoft (US), Toshiba (Japan), NVIDIA (US), Oracle (US), NEC (Japan), Huawei (China), Hitachi (Japan), among others in the image recognition market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 MARKET SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 REGIONS COVERED
  • 1.4 YEARS CONSIDERED
  • 1.5 CURRENCY CONSIDERED
    • TABLE 1 USD EXCHANGE RATES, 2018-2024
  • 1.6 STAKEHOLDERS
  • 1.7 SUMMARY OF CHANGES
    • 1.7.1 RECESSION IMPACT

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 IMAGE RECOGNITION MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Breakup of Primary Profiles
    • FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
    • TABLE 2 KEY PRIMARY RESPONDENTS
      • 2.1.2.2 Key Industry Insights
  • 2.2 DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 3 IMAGE RECOGNITION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): VENDOR REVENUE FROM HARDWARE, SOFTWARE, AND SERVICES
    • FIGURE 5 APPROACH 2: BOTTOM-UP (DEMAND-SIDE): IMAGE RECOGNITION
  • 2.4 MARKET FORECAST
    • TABLE 3 FACTOR ANALYSIS
  • 2.5 RESEARCH ASSUMPTIONS
  • 2.6 LIMITATIONS

3 EXECUTIVE SUMMARY

    • TABLE 4 IMAGE RECOGNITION MARKET SIZE AND GROWTH, 2019-2023 (USD MILLION, Y-O-Y %)
    • TABLE 5 IMAGE RECOGNITION MARKET SIZE AND GROWTH, 2024-2029 (USD MILLION, Y-O-Y %)
    • FIGURE 6 IMAGE RECOGNITION MARKET TO WITNESS SIGNIFICANT GROWTH
  • 3.1 OVERVIEW OF RECESSION IMPACT
    • FIGURE 7 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
    • FIGURE 8 FASTEST-GROWING SEGMENTS OF IMAGE RECOGNITION MARKET

4 PREMIUM INSIGHTS

  • 4.1 OVERVIEW OF IMAGE RECOGNITION MARKET
    • FIGURE 9 IDENTIFICATION OF COMPLEX PATTERNS AND FEATURES WITHIN IMAGES FOR ENHANCED DECISION-MAKING PRESENT OPPORTUNITIES
  • 4.2 IMAGE RECOGNITION MARKET, BY OFFERING, 2024 VS. 2029
    • FIGURE 10 SOFTWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
  • 4.3 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024 VS. 2029
    • FIGURE 11 QR/BARCODE RECOGNITION TO DOMINATE IN 2024
  • 4.4 IMAGE RECOGNITION MARKET, BY APPLICATION, 2024 VS. 2029
    • FIGURE 12 SECURITY & SURVEILLANCE SEGMENT TO COMMAND LARGEST MARKET SHARE IN 2024
  • 4.5 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024 VS. 2029
    • FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD MAJOR MARKET SHARE DURING FORECAST PERIOD
  • 4.6 IMAGE RECOGNITION MARKET, BY VERTICAL, 2024 VS. 2029
    • FIGURE 14 BFSI SEGMENT TO HOLD DOMINANT POSITION IN 2024
  • 4.7 IMAGE RECOGNITION MARKET: REGIONAL SCENARIO, 2024-2029
    • FIGURE 15 ASIA PACIFIC TO EMERGE AS MOST LUCRATIVE MARKET FOR INVESTMENT IN NEXT FIVE YEARS

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 16 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMAGE RECOGNITION MARKET
    • 5.2.1 DRIVERS
      • 5.2.1.1 Increasing need for image recognition in automotive industry
      • 5.2.1.2 Rising demand for security applications
      • 5.2.1.3 Increasing use of high-bandwidth data services
      • 5.2.1.4 Technological advancements among CPG and retail companies
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 High development cost of image recognition
      • 5.2.2.2 Data privacy and regulatory concerns
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Integration of AI capabilities with image recognition solutions
      • 5.2.3.2 Increase in demand for big data analytics
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Training models to adapt to real-world settings
      • 5.2.4.2 Limited dataset quality
  • 5.3 CASE STUDY ANALYSIS
    • 5.3.1 CASE STUDY 1: MICROSOFT'S VISION RECOGNITION SOLUTION REDUCES INJURIES FOR ATHLETES IN US
    • 5.3.2 CASE STUDY 2: AWD ENABLES AU BANK TO USE VIDEO BANKING SERVICES 7 DAYS A WEEK
    • 5.3.3 CASE STUDY 3: GOOGLE'S CLOUD VISION AUTOMATES IMAGE CLASSIFICATION AND LABELING FOR BOX
  • 5.4 SUPPLY CHAIN
    • FIGURE 17 IMAGE RECOGNITION MARKET: SUPPLY CHAIN
  • 5.5 ECOSYSTEM
    • FIGURE 18 IMAGE RECOGNITION MARKET: ECOSYSTEM
    • TABLE 6 IMAGE RECOGNITION MARKET: ECOSYSTEM
  • 5.6 TRADE ANALYSIS
    • TABLE 7 IMPORT DATA (HS CODE 8443), BY COUNTRY, 2018-2022 (USD MILLION)
    • FIGURE 19 IMPORT DATA (HS CODE 8443), BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 8 EXPORT DATA (HS CODE 8443), BY COUNTRY, 2018-2022 (USD MILLION)
    • FIGURE 20 EXPORT DATA (HS CODE 8443), BY COUNTRY, 2018-2022 (USD MILLION)
  • 5.7 PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 21 IMAGE RECOGNITION MARKET: PORTER'S FIVE FORCES ANALYSIS
    • 5.7.1 THREAT OF NEW ENTRANTS
    • 5.7.2 THREAT OF SUBSTITUTES
    • 5.7.3 BARGAINING POWER OF SUPPLIERS
    • 5.7.4 BARGAINING POWER OF BUYERS
    • 5.7.5 INTENSITY OF COMPETITION RIVALRY
  • 5.8 PRICING ANALYSIS
    • 5.8.1 AVERAGE SELLING PRICE (ASP) TREND OF KEY PLAYERS, BY OFFERING
    • 5.8.2 INDICATIVE PRICING ANALYSIS, BY SOLUTION
    • TABLE 9 INDICATIVE PRICING ANALYSIS, BY SOLUTION
  • 5.9 KEY TECHNOLOGIES
    • 5.9.1 CONVOLUTIONAL NEURAL NETWORKS (CNN)
    • 5.9.2 GENERATIVE ADVERSARIAL NETWORKS (GANS)
    • 5.9.3 AUTOML
  • 5.10 COMPLEMENTARY TECHNOLOGIES
    • 5.10.1 SENSORS
    • 5.10.2 RPA
    • 5.10.3 CLOUD COMPUTING
  • 5.11 ADJACENT TECHNOLOGIES
    • 5.11.1 AI & ML
    • 5.11.2 INTERNET OF THINGS
    • 5.11.3 NLP
    • 5.11.4 COMPUTER VISION
  • 5.12 PATENT ANALYSIS
    • FIGURE 22 NUMBER OF PATENTS PUBLISHED, 2013-2023
    • FIGURE 23 TOP 5 PATENT OWNERS (GLOBAL)
    • TABLE 10 TOP 10 PATENT APPLICANTS (US)
  • 5.13 TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS
    • FIGURE 24 IMAGE RECOGNITION MARKET: TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • 5.14 REGULATORY LANDSCAPE
    • 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 11 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 12 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 13 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 14 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.14.2 REGULATIONS, BY REGION
      • 5.14.2.1 North America
      • 5.14.2.2 Europe
      • 5.14.2.3 Asia Pacific
      • 5.14.2.4 Middle East & Africa
      • 5.14.2.5 Latin America
  • 5.15 KEY STAKEHOLDERS & BUYING CRITERIA
    • 5.15.1 CRITICAL STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR END USERS
    • TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP END USERS (%)
    • 5.15.2 BUYING CRITERIA
    • FIGURE 26 KEY BUYING CRITERIA FOR TOP END USERS
    • TABLE 16 KEY BUYING CRITERIA FOR TOP END USERS
  • 5.16 KEY CONFERENCES AND EVENTS, 2024-2025
    • TABLE 17 IMAGE RECOGNITION MARKET: KEY CONFERENCES AND EVENTS IN 2024-2025
  • 5.17 IMAGE RECOGNITION MARKET: BUSINESS MODEL ANALYSIS
    • FIGURE 27 IMAGE RECOGNITION MARKET: BUSINESS MODELS
    • 5.17.1 PRODUCT SALES MODEL
    • 5.17.2 SUBSCRIPTION-BASED MODEL
  • 5.18 INVESTMENT AND FUNDING SCENARIO
    • FIGURE 28 INVESTMENT AND FUNDING SCENARIO OF MAJOR IMAGE RECOGNITION COMPANIES

6 IMAGE RECOGNITION MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERINGS: IMAGE RECOGNITION MARKET DRIVERS
    • FIGURE 29 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 18 IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 19 IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
  • 6.2 HARDWARE
    • 6.2.1 INCREASING ADOPTION FOR USE IN PRODUCT RECOGNITION TO DRIVE MARKET GROWTH
    • TABLE 20 HARDWARE: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 21 HARDWARE: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.2.2 SENSORS
    • 6.2.3 ACCELERATORS
      • 6.2.3.1 GPU
      • 6.2.3.2 FGPA
      • 6.2.3.3 ASIC
  • 6.3 SOFTWARE
    • 6.3.1 GROWING ADOPTION OF REMOTE PATIENT MONITORING TO BOOST MARKET GROWTH
    • TABLE 22 SOFTWARE: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 23 SOFTWARE: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.1.1 Custom software
      • 6.3.1.2 Standalone software
  • 6.4 SERVICES
    • 6.4.1 INCREASING DEMAND FOR DATA-DRIVEN INSIGHTS IN ORGANIZATIONS TO FUEL SEGMENT
    • FIGURE 30 MANAGED SERVICES EXPECTED TO GROW AT HIGHER RATE DURING FORECAST PERIOD
    • TABLE 24 SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 25 SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.4.2 PROFESSIONAL SERVICES
    • TABLE 26 PROFESSIONAL SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 27 PROFESSIONAL SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.4.3 MANAGED SERVICES
    • TABLE 28 MANAGED SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 29 MANAGED SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)

7 IMAGE RECOGNITION MARKET, BY TECHNOLOGY

  • 7.1 INTRODUCTION
    • FIGURE 31 FACIAL RECOGNITION SEGMENT TO DOMINATE DURING FORECAST PERIOD
    • 7.1.1 TECHNOLOGY: IMAGE RECOGNITION MARKET DRIVERS
    • TABLE 30 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
    • TABLE 31 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
  • 7.2 QR/BARCODE RECOGNITION
    • 7.2.1 INCREASING ADOPTION OF SMARTPHONES TO FUEL DEMAND
    • TABLE 32 QR/BARCODE RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 33 QR/BARCODE RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.3 DIGITAL IMAGE PROCESSING
    • 7.3.1 RISING ADVANCEMENTS IN COMPUTATIONAL CAPABILITIES TO BOOST DEMAND
    • TABLE 34 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 35 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.4 FACIAL RECOGNITION
    • 7.4.1 INCREASING INVESTMENTS BY GOVERNMENT AND DEFENSE SECTORS
    • TABLE 36 FACIAL RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 37 FACIAL RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.5 OBJECT RECOGNITION
    • 7.5.1 GROWING INTEGRATION OF AI IN OBJECTION RECOGNITION TO FUEL SEGMENT
    • TABLE 38 OBJECT RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 39 OBJECT RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.6 PATTERN RECOGNITION
    • 7.6.1 GROWING TREND OF FITNESS MONITORING TO DRIVE DEMAND
    • TABLE 40 PATTERN RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 41 PATTERN RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.7 OPTICAL CHARACTER RECOGNITION
    • 7.7.1 GROWING DIGITALIZATION IN BUSINESSES TO DRIVE DEMAND
    • TABLE 42 OPTICAL CHARACTER RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 43 OPTICAL CHARACTER RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.8 OTHER TECHNOLOGIES
    • 7.8.1 GROWING DIGITALIZATION IN HEALTHCARE SECTOR TO DRIVE DEMAND
    • TABLE 44 OTHER TECHNOLOGIES: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 45 OTHER TECHNOLOGIES: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)

8 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE

  • 8.1 INTRODUCTION
    • FIGURE 32 SMES SEGMENT TO GROW FASTER DURING FORECAST PERIOD
    • 8.1.1 ORGANIZATION SIZE: IMAGE RECOGNITION MARKET DRIVERS
    • TABLE 46 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 47 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
  • 8.2 LARGE ENTERPRISES
    • 8.2.1 GROWING NEED FOR TASK OPTIMIZATION BOOSTS DEMAND
    • TABLE 48 LARGE ENTERPRISES: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 49 LARGE ENTERPRISES: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 8.3 SMES
    • 8.3.1 FOCUS ON IMPROVING INVENTORY MANAGEMENT TO FUEL SEGMENT
    • TABLE 50 SMES: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 51 SMES: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)

9 IMAGE RECOGNITION MARKET, BY APPLICATION

  • 9.1 INTRODUCTION
    • FIGURE 33 SECURITY & SURVEILLANCE SEGMENT TO DOMINATE DURING FORECAST PERIOD
    • 9.1.1 APPLICATIONS: IMAGE RECOGNITION MARKET DRIVERS
    • TABLE 52 IMAGE RECOGNITION MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 53 IMAGE RECOGNITION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
  • 9.2 SCANNING & IMAGING
    • 9.2.1 NEED TO AUTOMATE WORKFLOW MANAGEMENT IN BUSINESSES TO BOOST SEGMENT
    • TABLE 54 SCANNING & IMAGING: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 55 SCANNING & IMAGING: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 9.3 SECURITY & SURVEILLANCE
    • 9.3.1 TECHNOLOGICAL ADVANCEMENT IN SECURITY SOLUTIONS TO BOOST MARKET
    • TABLE 56 SECURITY & SURVEILLANCE: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 57 SECURITY & SURVEILLANCE: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 9.4 IMAGE SEARCH
    • 9.4.1 IMPLEMENTATION OF AI IN IMAGE SEARCH TO DRIVE SEGMENT
    • TABLE 58 IMAGE SEARCH: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 59 IMAGE SEARCH: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 9.5 AUGMENTED REALITY
    • 9.5.1 IMPLEMENTATION OF AI-ENABLED IMAGE RECOGNITION IN EDUCATION TO BOOST SEGMENT
    • TABLE 60 AUGMENTED REALITY: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 61 AUGMENTED REALITY: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 9.6 MARKETING & ADVERTISING
    • 9.6.1 ENHANCEMENT OF IN-STORE ENGAGEMENT AND PERSONALIZATION TO FUEL SEGMENT
    • TABLE 62 MARKETING & ADVERTISING: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 63 MARKETING & ADVERTISING: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 9.7 OTHER APPLICATIONS
    • 9.7.1 GROWING IMPLEMENTATION OF IMAGE RECOGNITION ACROSS VERTICALS
    • TABLE 64 OTHER APPLICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 65 OTHER APPLICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)

10 IMAGE RECOGNITION MARKET, BY VERTICAL

  • 10.1 INTRODUCTION
    • FIGURE 34 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 AND 2029
    • 10.1.1 VERTICAL: IMAGE RECOGNITION MARKET DRIVERS
    • TABLE 66 IMAGE RECOGNITION MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 67 IMAGE RECOGNITION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
  • 10.2 BFSI
    • 10.2.1 ABILITY TO REDUCE MANUAL ERRORS AND IMPROVE OPERATIONAL EFFICIENCY TO DRIVE GROWTH
    • TABLE 68 BFSI: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 69 BFSI: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.2.2 BFSI: APPLICATION AREAS
      • 10.2.2.1 Risk management
      • 10.2.2.2 Visual search
      • 10.2.2.3 Fraud detection and prevention
  • 10.3 RETAIL & E-COMMERCE
    • 10.3.1 USE IN INVENTORY MANAGEMENT AND MERCHANDISING TO DRIVE GROWTH
    • TABLE 70 RETAIL & E-COMMERCE: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 71 RETAIL & E-COMMERCE: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.3.2 RETAIL & E-COMMERCE: APPLICATION AREAS
      • 10.3.2.1 Product Recognition
      • 10.3.2.2 Visual Search
      • 10.3.2.3 Image-based Recommendations
  • 10.4 MEDIA & ENTERTAINMENT
    • 10.4.1 USED TO ENABLE CONTENT MODERATION AND COPYRIGHT ENFORCEMENT
    • TABLE 72 MEDIA & ENTERTAINMENT: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 73 MEDIA & ENTERTAINMENT: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.4.2 MEDIA & ENTERTAINMENT: APPLICATION AREAS
      • 10.4.2.1 Visual Search and Discovery
      • 10.4.2.2 Personalized Content Recommendations
  • 10.5 HEALTHCARE
    • 10.5.1 NEED TO AUTOMATE ADMINISTRATIVE TASKS AND DOCUMENTATION TO DRIVE SEGMENT
    • TABLE 74 HEALTHCARE: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 75 HEALTHCARE: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.5.2 HEALTHCARE: APPLICATION AREAS
      • 10.5.2.1 Medical Imaging Analysis
      • 10.5.2.2 Pathology Slide Analysis
      • 10.5.2.3 Telemedicine and Remote Patient Monitoring
  • 10.6 GOVERNMENT
    • 10.6.1 USE IN INFORMATION EXTRACTION FROM IDENTITY DOCUMENTS TO DRIVE MARKET
    • TABLE 76 GOVERNMENT: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 77 GOVERNMENT: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.6.2 GOVERNMENT: APPLICATION AREAS
      • 10.6.2.1 Surveillance and Security
      • 10.6.2.2 Identity Verification and Document Processing
      • 10.6.2.3 Urban Planning and Infrastructure Development
  • 10.7 TRANSPORT & LOGISTICS
    • 10.7.1 USE FOR ACCURATE TRACKING AND TRACING OF SHIPMENTS TO DRIVE GROWTH
    • TABLE 78 TRANSPORT & LOGISTICS: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 79 TRANSPORT & LOGISTICS: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.7.2 TRANSPORT & LOGISTICS: APPLICATION AREAS
      • 10.7.2.1 Passenger Experience Enhancement
      • 10.7.2.2 Cargo and Freight Logistics
  • 10.8 AUTOMOTIVE
    • 10.8.1 USE IN IDENTIFICATION OF POTENTIAL ON-ROAD HAZARDS TO DRIVE GROWTH
    • TABLE 80 AUTOMOTIVE: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 81 AUTOMOTIVE: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.8.2 AUTOMOTIVE: APPLICATION AREAS
      • 10.8.2.1 Parking Assistance Systems
      • 10.8.2.2 Advanced Driver Assistance Systems (ADAS)
      • 10.8.2.3 Traffic Sign Recognition (TSR)
  • 10.9 IT & TELECOMMUNICATIONS
    • 10.9.1 USE IN OPTIMIZING NETWORK PERFORMANCE AND ENHANCING SERVICE QUALITY TO BOOST SEGMENT
    • TABLE 82 IT & TELECOMMUNICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 83 IT & TELECOMMUNICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.9.2 IT & TELECOMMUNICATIONS: APPLICATION AREAS
      • 10.9.2.1 Internet Services
      • 10.9.2.2 Enterprise IT Solutions
      • 10.9.2.3 Unified Communication
  • 10.10 MANUFACTURING
    • 10.10.1 USE TO OPTIMIZE PRODUCTION AND SUPPLY CHAIN MANAGEMENT TO DRIVE MARKET
    • TABLE 84 MANUFACTURING: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 85 MANUFACTURING: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 10.10.2 MANUFACTURING: APPLICATION AREAS
      • 10.10.2.1 Defect Detection and Quality Control
      • 10.10.2.2 Equipment Monitoring and Predictive Maintenance
      • 10.10.2.3 Barcode and QR Code Reading
  • 10.11 OTHER VERTICALS
    • TABLE 86 OTHER VERTICALS: IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 87 OTHER VERTICALS: IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)

11 IMAGE RECOGNITION MARKET, BY REGION

  • 11.1 INTRODUCTION
    • FIGURE 35 NORTH AMERICA TO HOLD LARGEST SHARE IN IMAGE RECOGNITION MARKET
    • TABLE 88 IMAGE RECOGNITION MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 89 IMAGE RECOGNITION MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 11.2 NORTH AMERICA
    • 11.2.1 NORTH AMERICA: IMAGE RECOGNITION MARKET DRIVERS
    • 11.2.2 NORTH AMERICA: RECESSION IMPACT
    • FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 90 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 91 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 92 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 93 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 94 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 95 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 96 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 97 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • TABLE 98 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 99 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 100 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 101 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 102 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 103 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 11.2.3 US
      • 11.2.3.1 Growing adoption of advanced technologies across industries
    • TABLE 104 US: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 105 US: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 106 US: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 107 US: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 108 US: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 109 US: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.2.4 CANADA
      • 11.2.4.1 Government support for technological innovation
    • TABLE 110 CANADA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 111 CANADA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 112 CANADA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 113 CANADA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 114 CANADA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 115 CANADA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
  • 11.3 EUROPE
    • 11.3.1 EUROPE: IMAGE RECOGNITION MARKET DRIVERS
    • 11.3.2 EUROPE: RECESSION IMPACT
    • TABLE 116 EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 117 EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 118 EUROPE: IMAGE RECOGNITION MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 119 EUROPE: IMAGE RECOGNITION MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 120 EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 121 EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 122 EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 123 EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • TABLE 124 EUROPE: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 125 EUROPE: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 126 EUROPE: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 127 EUROPE: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 128 EUROPE: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 129 EUROPE: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 11.3.3 UK
      • 11.3.3.1 Growing support for AI adoption to fuel market
    • TABLE 130 UK: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 131 UK: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 132 UK: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 133 UK: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 134 UK: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 135 UK: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.3.4 GERMANY
      • 11.3.4.1 Growth in manufacturing sector to boost market
    • TABLE 136 GERMANY: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 137 GERMANY: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 138 GERMANY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 139 GERMANY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 140 GERMANY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 141 GERMANY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.3.5 FRANCE
      • 11.3.5.1 Growing adoption in retail sector
    • TABLE 142 FRANCE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 143 FRANCE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 144 FRANCE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
    • TABLE 145 FRANCE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 146 FRANCE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 147 FRANCE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.3.6 ITALY
      • 11.3.6.1 Growing adoption in manufacturing industry
    • TABLE 148 ITALY: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 149 ITALY: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 150 ITALY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 151 ITALY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 152 ITALY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 153 ITALY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.3.7 REST OF EUROPE
    • TABLE 154 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 155 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 156 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
    • TABLE 157 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 158 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 159 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
  • 11.4 ASIA PACIFIC
    • 11.4.1 ASIA PACIFIC: IMAGE RECOGNITION MARKET DRIVERS
    • 11.4.2 ASIA PACIFIC: RECESSION IMPACT
    • FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 160 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 161 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 162 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 163 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 164 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
    • TABLE 165 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 166 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 167 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • TABLE 168 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 169 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 170 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 171 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 172 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 173 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 11.4.3 CHINA
      • 11.4.3.1 Growing investments in AI across industries to drive market
    • TABLE 174 CHINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 175 CHINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 176 CHINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 177 CHINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 178 CHINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 179 CHINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.4.4 JAPAN
      • 11.4.4.1 Well-developed technological and economic landscape to boost market
    • TABLE 180 JAPAN: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 181 JAPAN: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 182 JAPAN: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 183 JAPAN: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 184 JAPAN: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 185 JAPAN: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.4.5 INDIA
      • 11.4.5.1 Rise in technological innovation to fuel market growth
    • TABLE 186 INDIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 187 INDIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 188 INDIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 189 INDIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 190 INDIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 191 INDIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.4.6 AUSTRALIA
      • 11.4.6.1 Growing adoption of image recognition software across industries
    • TABLE 192 AUSTRALIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 193 AUSTRALIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 194 AUSTRALIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 195 AUSTRALIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 196 AUSTRALIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 197 AUSTRALIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.4.7 SOUTH KOREA
      • 11.4.7.1 Presence of advanced infrastructure to boost market
    • TABLE 198 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 199 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 200 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 201 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 202 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 203 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.4.8 MALAYSIA
      • 11.4.8.1 Growing government support for AI innovation to drive growth
    • TABLE 204 MALAYSIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 205 MALAYSIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 206 MALAYSIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 207 MALAYSIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 208 MALAYSIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 209 MALAYSIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.4.9 REST OF ASIA PACIFIC
    • TABLE 210 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 211 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 212 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 213 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 214 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 215 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
  • 11.5 MIDDLE EAST & AFRICA
    • 11.5.1 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET DRIVERS
    • 11.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT
    • TABLE 216 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 217 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 218 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 219 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 220 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 221 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 222 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 223 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • TABLE 224 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 225 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 226 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 227 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 228 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 229 MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 11.5.3 GULF COOPERATION COUNCIL (GCC)
    • TABLE 230 GCC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 231 GCC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 232 GCC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 233 GCC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 234 GCC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 235 GCC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
      • 11.5.3.1 UAE
        • 11.5.3.1.1 Need for technological advancements
      • 11.5.3.2 Saudi Arabia
        • 11.5.3.2.1 Growing investments in AI
      • 11.5.3.3 Other GCC Countries
    • 11.5.4 SOUTH AFRICA
      • 11.5.4.1 Need to control traffic and crime rate to drive market
    • TABLE 236 SOUTH AFRICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 237 SOUTH AFRICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 238 SOUTH AFRICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
    • TABLE 239 SOUTH AFRICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 240 SOUTH AFRICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 241 SOUTH AFRICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.5.5 REST OF MIDDLE EAST & AFRICA
    • TABLE 242 REST OF MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 243 REST OF MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 244 REST OF MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 245 REST OF MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 246 REST OF MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 247 REST OF MIDDLE EAST & AFRICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
  • 11.6 LATIN AMERICA
    • 11.6.1 LATIN AMERICA: IMAGE RECOGNITION MARKET DRIVERS
    • 11.6.2 LATIN AMERICA: RECESSION IMPACT
    • TABLE 248 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 249 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 250 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 251 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 252 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 253 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 254 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 255 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • TABLE 256 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 257 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • TABLE 258 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 259 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 260 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 261 LATIN AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 11.6.3 BRAZIL
      • 11.6.3.1 Advancements in AI and digitalization to drive market growth
    • TABLE 262 BRAZIL: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 263 BRAZIL: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 264 BRAZIL: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 265 BRAZIL: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 266 BRAZIL: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 267 BRAZIL: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.6.4 MEXICO
      • 11.6.4.1 Growing focus on digitalization and cloud computing
    • TABLE 268 MEXICO: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 269 MEXICO: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 270 MEXICO: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 271 MEXICO: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 272 MEXICO: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 273 MEXICO: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.6.5 ARGENTINA
      • 11.6.5.1 Increasing adoption of image recognition technology across sectors
    • TABLE 274 ARGENTINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 275 ARGENTINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 276 ARGENTINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 277 ARGENTINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 278 ARGENTINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 279 ARGENTINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
    • 11.6.6 REST OF LATIN AMERICA
    • TABLE 280 REST OF LATIN AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 281 REST OF LATIN AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 282 REST OF LATIN AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION
    • TABLE 283 REST OF LATIN AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
    • TABLE 284 REST OF LATIN AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019-2023 (USD MILLION)
    • TABLE 285 REST OF LATIN AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)

12 COMPETITIVE LANDSCAPE

  • 12.1 OVERVIEW
  • 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
    • TABLE 286 OVERVIEW OF STRATEGIES BY KEY IMAGE RECOGNITION SOFTWARE VENDORS
  • 12.3 MARKET SHARE ANALYSIS
    • TABLE 287 MARKET SHARE OF KEY VENDORS IN 2023
    • FIGURE 38 IMAGE RECOGNITION MARKET SHARE ANALYSIS
  • 12.4 BRAND/PRODUCT COMPARISON
    • FIGURE 39 BRAND COMPARISON/VENDOR PRODUCT LANDSCAPE
  • 12.5 REVENUE ANALYSIS
    • FIGURE 40 HISTORICAL REVENUE ANALYSIS, 2019-2023 (USD MILLION)
  • 12.6 COMPANY EVALUATION MATRIX, KEY PLAYERS, 2023
    • FIGURE 41 COMPANY EVALUATION, KEY PLAYERS, 2023
    • FIGURE 42 COMPANY EVALUATION MATRIX, KEY PLAYERS, 2023
    • 12.6.1 STARS
    • 12.6.2 EMERGING LEADERS
    • 12.6.3 PERVASIVE PLAYERS
    • 12.6.4 PARTICIPANTS
    • 12.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
    • FIGURE 43 IMAGE RECOGNITION MARKET: COMPANY FOOTPRINT
      • 12.6.5.1 Region footprint
    • TABLE 288 IMAGE RECOGNITION MARKET: COMPANY REGION FOOTPRINT
      • 12.6.5.2 Company offering footprint
    • TABLE 289 IMAGE RECOGNITION MARKET: COMPANY OFFERING FOOTPRINT
      • 12.6.5.3 Company vertical footprint
    • TABLE 290 IMAGE RECOGNITION MARKET: COMPANY VERTICAL FOOTPRINT
      • 12.6.5.4 Company technology footprint
    • TABLE 291 IMAGE RECOGNITION MARKET: COMPANY TECHNOLOGY FOOTPRINT
  • 12.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
    • 12.7.1 PROGRESSIVE COMPANIES
    • 12.7.2 RESPONSIVE COMPANIES
    • 12.7.3 DYNAMIC COMPANIES
    • 12.7.4 STARTING BLOCKS
    • FIGURE 44 IMAGE RECOGNITION MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
    • 12.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
      • 12.7.5.1 Key startups/SMEs, 2023
    • TABLE 292 IMAGE RECOGNITION MARKET: KEY STARTUPS/SMES
      • 12.7.5.2 Competitive benchmarking of Key startups/SMEs
    • TABLE 293 IMAGE RECOGNITION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
  • 12.8 COMPANY VALUATION AND FINANCIAL METRICS
    • FIGURE 45 COMPANY VALUATION AND FINANCIAL METRICS
  • 12.9 COMPETITIVE SCENARIO & TRENDS
    • 12.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 294 IMAGE RECOGNITION MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021-MARCH 2024
    • 12.9.2 DEALS
    • TABLE 295 IMAGE RECOGNITION MARKET: DEALS, JANUARY 2021-MARCH 2024

13 COMPANY PROFILES

  • 13.1 INTRODUCTION
  • 13.2 KEY PLAYERS
  • (Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)**
    • 13.2.1 GOOGLE
    • TABLE 296 GOOGLE: BUSINESS OVERVIEW
    • FIGURE 46 GOOGLE: COMPANY SNAPSHOT
    • TABLE 297 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 298 GOOGLE: DEALS
    • 13.2.2 QUALCOMM
    • TABLE 299 QUALCOMM: BUSINESS OVERVIEW
    • FIGURE 47 QUALCOMM: COMPANY SNAPSHOT
    • TABLE 300 QUALCOMM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 301 QUALCOMM: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 302 QUALCOMM: DEALS
    • 13.2.3 AWS
    • TABLE 303 AWS: BUSINESS OVERVIEW
    • FIGURE 48 AWS: COMPANY SNAPSHOT
    • TABLE 304 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 305 AWS: DEALS
    • 13.2.4 MICROSOFT
    • TABLE 306 MICROSOFT: BUSINESS OVERVIEW
    • FIGURE 49 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 307 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 308 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 309 MICROSOFT: DEALS
    • 13.2.5 TOSHIBA
    • TABLE 310 TOSHIBA: BUSINESS OVERVIEW
    • FIGURE 50 TOSHIBA: COMPANY SNAPSHOT
    • TABLE 311 TOSHIBA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • 13.2.6 NVIDIA
    • TABLE 312 NVIDIA: BUSINESS OVERVIEW
    • FIGURE 51 NVIDIA: COMPANY SNAPSHOT
    • TABLE 313 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 314 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 315 NVIDIA: DEALS
    • 13.2.7 ORACLE
    • TABLE 316 ORACLE: BUSINESS OVERVIEW
    • FIGURE 52 ORACLE: COMPANY SNAPSHOT
    • TABLE 317 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 318 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 319 ORACLE: DEALS
    • 13.2.8 NEC CORPORATION
    • TABLE 320 NEC CORPORATION: BUSINESS OVERVIEW
    • FIGURE 53 NEC CORPORATION: COMPANY SNAPSHOT
    • TABLE 321 NEC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 322 NEC CORPORATION: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 323 NEC CORPORATION: DEALS
    • 13.2.9 HUAWEI
    • TABLE 324 HUAWEI: BUSINESS OVERVIEW
    • FIGURE 54 HUAWEI: COMPANY SNAPSHOT
    • TABLE 325 HUAWEI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 326 HUAWEI: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 327 HUAWEI: DEALS
    • 13.2.10 HITACHI
    • TABLE 328 HITACHI: BUSINESS OVERVIEW
    • FIGURE 55 HITACHI: COMPANY SNAPSHOT
    • TABLE 329 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 330 HITACHI: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 331 HITACHI: DEALS
  • *Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
  • 13.3 OTHER PLAYERS
    • 13.3.1 TRAX
    • 13.3.2 STMICROELECTRONICS
    • 13.3.3 ON SEMICONDUCTOR CORPORATION
    • 13.3.4 SNAP2INSIGHT
    • 13.3.5 ATTRASOFT
    • 13.3.6 STERISON
    • 13.3.7 UNICSOFT
    • 13.3.8 PARALLELDOTS
    • 13.3.9 VUE.AI
    • 13.3.10 CATCHOOM
    • 13.3.11 WIKITUDE
    • 13.3.12 XIMILAR
    • 13.3.13 IMAGGA TECHNOLOGIES
    • 13.3.14 BLIPPAR
    • 13.3.15 CLARIFAI
    • 13.3.16 LTU TECHNOLOGIES
    • 13.3.17 DEEPSIGNALS

14 ADJACENT/RELATED MARKETS

  • 14.1 INTRODUCTION
    • 14.1.1 RELATED MARKETS
    • 14.1.2 LIMITATIONS
  • 14.2 FACIAL RECOGNITION MARKET
    • TABLE 332 SOFTWARE: FACIAL RECOGNITION MARKET, BY REGION, 2016-2021 (USD MILLION)
    • TABLE 333 SOFTWARE: FACIAL RECOGNITION MARKET, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 334 COMPONENT: FACIAL RECOGNITION MARKET, BY SOFTWARE TOOL, 2014-2019 (USD MILLION)
    • TABLE 335 COMPONENT: FACIAL RECOGNITION MARKET, BY SOFTWARE TOOL, 2019-2025 (USD MILLION)
    • TABLE 336 SOFTWARE TOOLS: FACIAL RECOGNITION MARKET, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 337 SOFTWARE TOOLS: FACIAL RECOGNITION MARKET, BY REGION, 2019-2025 (USD MILLION)
  • 14.3 EMOTION DETECTION AND RECOGNITION MARKET
    • TABLE 338 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
    • TABLE 339 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • TABLE 340 SOFTWARE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016-2021 (USD MILLION)
    • TABLE 341 SOFTWARE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022-2027 (USD MILLION)

15 APPENDIX

  • 15.1 DISCUSSION GUIDE
  • 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 15.3 CUSTOMIZATION OPTIONS
  • 15.4 RELATED REPORTS
  • 15.5 AUTHOR DETAILS