画像認識市場:提供サービス別(ハードウェア、ソフトウェア、サービス)、技術別(QR/バーコード、デジタル画像処理、顔認識)、応用分野別、組織規模別、業種別、地域別 - 2029年までの世界予測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 画像認識市場は、2024年の467億米ドルから2029年には986億米ドルに成長し、予測期間中の年間平均成長率(CAGR)は16.1%になると予測されている。人工知能(AI)、ディープラーニング、コンピュータビジョン技術... もっと見る
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サマリー画像認識市場は、2024年の467億米ドルから2029年には986億米ドルに成長し、予測期間中の年間平均成長率(CAGR)は16.1%になると予測されている。人工知能(AI)、ディープラーニング、コンピュータ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能力が大幅に向上し、予測期間中の市場成長を牽引している。"アプリケーション分野別では、スキャン&イメージング分野が予測期間中に高いCAGRで成長する見込みである。" 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する。スキャニングデバイス、ドキュメントリポジトリ、ビジネスアプリケーションとの統合により、ドキュメント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する。画像認識は、請求書、フォーム、領収書などのスキャン文書からのデータ抽出を自動化します。名前、日付、金額、参照番号などの主要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。画像認識テクノロジーは、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ルーティングすることができ、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年には大企業がより大きな市場シェアを占める" 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する。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。ワークフローを監視し、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。製造業や公益事業などの業界では、画像認識は機器の性能を監視し、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、欧州が予測期間中に第2位の市場シェアを占める。 欧州は、高速インターネット接続、堅牢なコンピューティングリソース、人工知能(AI)とコンピュータビジョンの熟練労働力を含む高度な技術インフラを有している。こうした技術力により、さまざまな産業で高度な画像認識ソリューションの開発と導入が可能になっている。欧州諸国は、画像認識能力の向上において大きな進歩を遂げている。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る。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る。欧州の病院や医療分野の研究機関も、医療画像の解析や診断に画像認識技術を活用している。例えば、英国の国民保健サービス(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る。さらに、欧州委員会のデジタル単一市場戦略やホライゾン・ヨーロッパのような資金提供プログラムのような政府のイニシアチブは、画像認識技術の研究開発をさらに支援し、欧州市場におけるイノベーションと競争力を促進している。 主な参加企業のプロフィールの内訳は以下の通り: 企業別:ティアI:33%、ティアII:25%、ティアIII:42 役職別Cレベルのエグゼクティブ:31%、ディレクターレベル:34%、その他:35% 地域別北米:42%、欧州:28%、アジア太平洋地域:22%、その他の地域:8 注:その他には、セールスマネージャー、マーケティングマネージャー、プロダクトマネージャーが含まれます。 注:その他の地域とは、中東・アフリカ、中南米を指す。 注:ティア1企業の売上高は1億米ドル以上、ティア2企業の売上高は1,000万米ドルから1億米ドル、ティア3企業の売上高は1,000万米ドル未満。 出典二次文献、専門家へのインタビュー、MarketsandMarketsの分析 世界中で画像認識ソフトウェアとサービスを提供している主要ベンダーには、グーグル(米国)、クアルコム(米国)、AWS(米国)、マイクロソフト(米国)、東芝(日本)、エヌビディア(米国)、オラクル(米国)、NEC(日本)、ファーウェイ(中国)などがある、日立製作所(日本)、トラックス(シンガポール)、サムスン(韓国)、STマイクロエレクトロニクス(スイス)、オン・セミコンダクター(米国)、Snap2Insight(ポートランド)、Attrasoft(米国)、Sterison(インド)、Unicsoft(英国)、ParallelDots(米国)、Vue.ai(米国)、Catchoom(スペイン)、Wikitude(オーストリア)、Ximilar(チェコ共和国)、Imagga Technologies(ブルガリア)、Blippar(英国)、Clarifai(米国)、LTU Technologies(フランス)、DeepSignals(米国)。 調査対象範囲 この市場調査は、セグメントにわたる画像認識市場を対象としている。提供、技術、応用分野、組織規模、業種、地域など、さまざまな市場セグメントにわたって、市場規模とこの市場の成長可能性を推定することを目的としています。また、市場の主要企業の詳細な競合分析、企業プロフィール、製品や事業の提供に関する主要な見解、最近の動向、主要な市場戦略などを掲載しています。 本レポートを購入する理由 本レポートは、画像認識市場全体とサブセグメントの収益数の最も近い近似値に関する情報を提供し、市場リーダー/新規参入者に役立ちます。本レポートは、利害関係者が競争状況を理解し、自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するためのより多くの洞察を得るのに役立ちます。また、本レポートは、関係者が市場の脈動を理解し、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供するのに役立ちます。 本レポートは、以下のポイントに関する洞察を提供します: - 重要な促進要因の分析(自動車産業における画像認識需要の増加、画像認識機能を備えたセキュリティアプリケーションおよび製品の需要増加、広帯域データサービスの利用増加、CPGおよび小売コンポーネントにおける画像認識需要を後押しする技術進歩)、画像認識市場の成長に影響を与える阻害要因(画像認識サービスの導入コストの高さ、データプライバシーに関する懸念と規制上の課題)、機会(画像認識ソリューションとAI機能の統合、ビッグデータ分析需要の増加、ヘルスケア産業における需要の増加)、課題(自然界の設定にうまく汎化するためのモデルのトレーニング、限られたデータセットの質)。 - 製品開発/イノベーション:画像認識市場における今後の技術、研究開発活動、新製品・サービス開始に関する詳細な洞察。 - 市場開発:有利な市場に関する包括的な情報 - 当レポートでは、さまざまな地域の画像認識市場を分析しています。 - 市場の多様化:画像認識市場における新製品&サービス、未開拓の地域、最近の開発、投資に関する情報を網羅。 - 競合評価:Google(米国)、Qualcomm(米国)、AWS(米国)、Microsoft(米国)、東芝(日本)、NVIDIA(米国)、Oracle(米国)、NEC(日本)、Huawei(中国)、日立製作所(日本)など、画像認識市場における主要企業の市場シェア、成長戦略、サービス内容を詳細に評価。 目次1 INTRODUCTION 301.1 STUDY OBJECTIVES 30 1.2 MARKET DEFINITION 30 1.2.1 INCLUSIONS AND EXCLUSIONS 31 1.3 MARKET SCOPE 31 1.3.1 MARKET SEGMENTATION 32 1.3.2 REGIONS COVERED 32 1.4 YEARS CONSIDERED 33 1.5 CURRENCY CONSIDERED 33 TABLE 1 USD EXCHANGE RATES, 2018–2024 33 1.6 STAKEHOLDERS 34 1.7 SUMMARY OF CHANGES 34 1.7.1 RECESSION IMPACT 35 2 RESEARCH METHODOLOGY 36 2.1 RESEARCH DATA 36 FIGURE 1 IMAGE RECOGNITION MARKET: RESEARCH DESIGN 36 2.1.1 SECONDARY DATA 37 2.1.2 PRIMARY DATA 38 2.1.2.1 Breakup of Primary Profiles 38 FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 38 TABLE 2 KEY PRIMARY RESPONDENTS 39 2.1.2.2 Key Industry Insights 39 2.2 DATA TRIANGULATION 40 2.3 MARKET SIZE ESTIMATION 41 FIGURE 3 IMAGE RECOGNITION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 41 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): VENDOR REVENUE FROM HARDWARE, SOFTWARE, AND SERVICES 42 FIGURE 5 APPROACH 2: BOTTOM-UP (DEMAND-SIDE): IMAGE RECOGNITION 43 2.4 MARKET FORECAST 44 TABLE 3 FACTOR ANALYSIS 44 2.5 RESEARCH ASSUMPTIONS 45 2.6 LIMITATIONS 45 3 EXECUTIVE SUMMARY 46 TABLE 4 IMAGE RECOGNITION MARKET SIZE AND GROWTH, 2019–2023 (USD MILLION, Y-O-Y %) 46 TABLE 5 IMAGE RECOGNITION MARKET SIZE AND GROWTH, 2024–2029 (USD MILLION, Y-O-Y %) 46 FIGURE 6 IMAGE RECOGNITION MARKET TO WITNESS SIGNIFICANT GROWTH 47 3.1 OVERVIEW OF RECESSION IMPACT 47 FIGURE 7 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 48 FIGURE 8 FASTEST-GROWING SEGMENTS OF IMAGE RECOGNITION MARKET 49 4 PREMIUM INSIGHTS 51 4.1 OVERVIEW OF IMAGE RECOGNITION MARKET 51 FIGURE 9 IDENTIFICATION OF COMPLEX PATTERNS AND FEATURES WITHIN IMAGES FOR ENHANCED DECISION-MAKING PRESENT OPPORTUNITIES 51 4.2 IMAGE RECOGNITION MARKET, BY OFFERING, 2024 VS. 2029 51 FIGURE 10 SOFTWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 51 4.3 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024 VS. 2029 52 FIGURE 11 QR/BARCODE RECOGNITION TO DOMINATE IN 2024 52 4.4 IMAGE RECOGNITION MARKET, BY APPLICATION, 2024 VS. 2029 52 FIGURE 12 SECURITY & SURVEILLANCE SEGMENT TO COMMAND LARGEST MARKET SHARE IN 2024 52 4.5 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024 VS. 2029 53 FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD MAJOR MARKET SHARE DURING FORECAST PERIOD 53 4.6 IMAGE RECOGNITION MARKET, BY VERTICAL, 2024 VS. 2029 53 FIGURE 14 BFSI SEGMENT TO HOLD DOMINANT POSITION IN 2024 53 4.7 IMAGE RECOGNITION MARKET: REGIONAL SCENARIO, 2024–2029 54 FIGURE 15 ASIA PACIFIC TO EMERGE AS MOST LUCRATIVE MARKET FOR INVESTMENT IN NEXT FIVE YEARS 54 5 MARKET OVERVIEW AND INDUSTRY TRENDS 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 16 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMAGE RECOGNITION MARKET 56 5.2.1 DRIVERS 56 5.2.1.1 Increasing need for image recognition in automotive industry 56 5.2.1.2 Rising demand for security applications 57 5.2.1.3 Increasing use of high-bandwidth data services 57 5.2.1.4 Technological advancements among CPG and retail companies 57 5.2.2 RESTRAINTS 58 5.2.2.1 High development cost of image recognition 58 5.2.2.2 Data privacy and regulatory concerns 58 5.2.3 OPPORTUNITIES 59 5.2.3.1 Integration of AI capabilities with image recognition solutions 59 5.2.3.2 Increase in demand for big data analytics 59 5.2.4 CHALLENGES 60 5.2.4.1 Training models to adapt to real-world settings 60 5.2.4.2 Limited dataset quality 60 5.3 CASE STUDY ANALYSIS 60 5.3.1 CASE STUDY 1: MICROSOFT'S VISION RECOGNITION SOLUTION REDUCES INJURIES FOR ATHLETES IN US 60 5.3.2 CASE STUDY 2: AWD ENABLES AU BANK TO USE VIDEO BANKING SERVICES 7 DAYS A WEEK 61 5.3.3 CASE STUDY 3: GOOGLE'S CLOUD VISION AUTOMATES IMAGE CLASSIFICATION AND LABELING FOR BOX 61 5.4 SUPPLY CHAIN 63 FIGURE 17 IMAGE RECOGNITION MARKET: SUPPLY CHAIN 63 5.5 ECOSYSTEM 64 FIGURE 18 IMAGE RECOGNITION MARKET: ECOSYSTEM 64 TABLE 6 IMAGE RECOGNITION MARKET: ECOSYSTEM 64 5.6 TRADE ANALYSIS 65 TABLE 7 IMPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 65 FIGURE 19 IMPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 65 TABLE 8 EXPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 66 FIGURE 20 EXPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 66 5.7 PORTER'S FIVE FORCES ANALYSIS 67 FIGURE 21 IMAGE RECOGNITION MARKET: PORTER'S FIVE FORCES ANALYSIS 67 5.7.1 THREAT OF NEW ENTRANTS 67 5.7.2 THREAT OF SUBSTITUTES 67 5.7.3 BARGAINING POWER OF SUPPLIERS 68 5.7.4 BARGAINING POWER OF BUYERS 68 5.7.5 INTENSITY OF COMPETITION RIVALRY 68 5.8 PRICING ANALYSIS 68 5.8.1 AVERAGE SELLING PRICE (ASP) TREND OF KEY PLAYERS, BY OFFERING 68 5.8.2 INDICATIVE PRICING ANALYSIS, BY SOLUTION 69 TABLE 9 INDICATIVE PRICING ANALYSIS, BY SOLUTION 69 5.9 KEY TECHNOLOGIES 69 5.9.1 CONVOLUTIONAL NEURAL NETWORKS (CNN) 69 5.9.2 GENERATIVE ADVERSARIAL NETWORKS (GANS) 70 5.9.3 AUTOML 70 5.10 COMPLEMENTARY TECHNOLOGIES 70 5.10.1 SENSORS 70 5.10.2 RPA 71 5.10.3 CLOUD COMPUTING 71 5.11 ADJACENT TECHNOLOGIES 71 5.11.1 AI & ML 71 5.11.2 INTERNET OF THINGS 72 5.11.3 NLP 72 5.11.4 COMPUTER VISION 72 5.12 PATENT ANALYSIS 73 FIGURE 22 NUMBER OF PATENTS PUBLISHED, 2013–2023 73 FIGURE 23 TOP 5 PATENT OWNERS (GLOBAL) 73 TABLE 10 TOP 10 PATENT APPLICANTS (US) 73 5.13 TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS 74 FIGURE 24 IMAGE RECOGNITION MARKET: TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS 74 5.14 REGULATORY LANDSCAPE 75 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75 TABLE 11 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75 TABLE 12 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 TABLE 13 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 TABLE 14 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77 5.14.2 REGULATIONS, BY REGION 78 5.14.2.1 North America 78 5.14.2.2 Europe 78 5.14.2.3 Asia Pacific 78 5.14.2.4 Middle East & Africa 79 5.14.2.5 Latin America 79 5.15 KEY STAKEHOLDERS & BUYING CRITERIA 80 5.15.1 CRITICAL STAKEHOLDERS IN BUYING PROCESS 80 FIGURE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR END USERS 80 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP END USERS (%) 80 5.15.2 BUYING CRITERIA 81 FIGURE 26 KEY BUYING CRITERIA FOR TOP END USERS 81 TABLE 16 KEY BUYING CRITERIA FOR TOP END USERS 81 5.16 KEY CONFERENCES AND EVENTS, 2024–2025 82 TABLE 17 IMAGE RECOGNITION MARKET: KEY CONFERENCES AND EVENTS IN 2024–2025 82 5.17 IMAGE RECOGNITION MARKET: BUSINESS MODEL ANALYSIS 83 FIGURE 27 IMAGE RECOGNITION MARKET: BUSINESS MODELS 83 5.17.1 PRODUCT SALES MODEL 83 5.17.2 SUBSCRIPTION-BASED MODEL 83 5.18 INVESTMENT AND FUNDING SCENARIO 84 FIGURE 28 INVESTMENT AND FUNDING SCENARIO OF MAJOR IMAGE RECOGNITION COMPANIES 84 6 IMAGE RECOGNITION MARKET, BY OFFERING 85 6.1 INTRODUCTION 86 6.1.1 OFFERINGS: IMAGE RECOGNITION MARKET DRIVERS 86 FIGURE 29 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 86 TABLE 18 IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 87 TABLE 19 IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 87 6.2 HARDWARE 87 6.2.1 INCREASING ADOPTION FOR USE IN PRODUCT RECOGNITION TO DRIVE MARKET GROWTH 87 TABLE 20 HARDWARE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 88 TABLE 21 HARDWARE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 88 6.2.2 SENSORS 88 6.2.3 ACCELERATORS 89 6.2.3.1 GPU 89 6.2.3.2 FGPA 89 6.2.3.3 ASIC 90 6.3 SOFTWARE 90 6.3.1 GROWING ADOPTION OF REMOTE PATIENT MONITORING TO BOOST MARKET GROWTH 90 TABLE 22 SOFTWARE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 91 TABLE 23 SOFTWARE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 91 6.3.1.1 Custom software 91 6.3.1.2 Standalone software 92 6.4 SERVICES 92 6.4.1 INCREASING DEMAND FOR DATA-DRIVEN INSIGHTS IN ORGANIZATIONS TO FUEL SEGMENT 92 FIGURE 30 MANAGED SERVICES EXPECTED TO GROW AT HIGHER RATE DURING FORECAST PERIOD 93 TABLE 24 SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 93 TABLE 25 SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 93 6.4.2 PROFESSIONAL SERVICES 94 TABLE 26 PROFESSIONAL SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 94 TABLE 27 PROFESSIONAL SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 94 6.4.3 MANAGED SERVICES 95 TABLE 28 MANAGED SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 95 TABLE 29 MANAGED SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 95 7 IMAGE RECOGNITION MARKET, BY TECHNOLOGY 96 7.1 INTRODUCTION 97 FIGURE 31 FACIAL RECOGNITION SEGMENT TO DOMINATE DURING FORECAST PERIOD 97 7.1.1 TECHNOLOGY: IMAGE RECOGNITION MARKET DRIVERS 98 TABLE 30 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 98 TABLE 31 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 98 7.2 QR/BARCODE RECOGNITION 99 7.2.1 INCREASING ADOPTION OF SMARTPHONES TO FUEL DEMAND 99 TABLE 32 QR/BARCODE RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 99 TABLE 33 QR/BARCODE RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 99 7.3 DIGITAL IMAGE PROCESSING 100 7.3.1 RISING ADVANCEMENTS IN COMPUTATIONAL CAPABILITIES TO BOOST DEMAND 100 TABLE 34 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 100 TABLE 35 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 100 7.4 FACIAL RECOGNITION 101 7.4.1 INCREASING INVESTMENTS BY GOVERNMENT AND DEFENSE SECTORS 101 TABLE 36 FACIAL RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 101 TABLE 37 FACIAL RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 101 7.5 OBJECT RECOGNITION 102 7.5.1 GROWING INTEGRATION OF AI IN OBJECTION RECOGNITION TO FUEL SEGMENT 102 TABLE 38 OBJECT RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 102 TABLE 39 OBJECT RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 103 7.6 PATTERN RECOGNITION 103 7.6.1 GROWING TREND OF FITNESS MONITORING TO DRIVE DEMAND 103 TABLE 40 PATTERN RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 103 TABLE 41 PATTERN RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 104 7.7 OPTICAL CHARACTER RECOGNITION 104 7.7.1 GROWING DIGITALIZATION IN BUSINESSES TO DRIVE DEMAND 104 TABLE 42 OPTICAL CHARACTER RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 104 TABLE 43 OPTICAL CHARACTER RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 105 7.8 OTHER TECHNOLOGIES 105 7.8.1 GROWING DIGITALIZATION IN HEALTHCARE SECTOR TO DRIVE DEMAND 105 TABLE 44 OTHER TECHNOLOGIES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 106 TABLE 45 OTHER TECHNOLOGIES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 106 8 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE 107 8.1 INTRODUCTION 108 FIGURE 32 SMES SEGMENT TO GROW FASTER DURING FORECAST PERIOD 108 8.1.1 ORGANIZATION SIZE: IMAGE RECOGNITION MARKET DRIVERS 108 TABLE 46 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 109 TABLE 47 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 109 8.2 LARGE ENTERPRISES 109 8.2.1 GROWING NEED FOR TASK OPTIMIZATION BOOSTS DEMAND 109 TABLE 48 LARGE ENTERPRISES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 110 TABLE 49 LARGE ENTERPRISES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 110 8.3 SMES 110 8.3.1 FOCUS ON IMPROVING INVENTORY MANAGEMENT TO FUEL SEGMENT 110 TABLE 50 SMES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 111 TABLE 51 SMES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 111 9 IMAGE RECOGNITION MARKET, BY APPLICATION 112 9.1 INTRODUCTION 113 FIGURE 33 SECURITY & SURVEILLANCE SEGMENT TO DOMINATE DURING FORECAST PERIOD 113 9.1.1 APPLICATIONS: IMAGE RECOGNITION MARKET DRIVERS 113 TABLE 52 IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 114 TABLE 53 IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 114 9.2 SCANNING & IMAGING 114 9.2.1 NEED TO AUTOMATE WORKFLOW MANAGEMENT IN BUSINESSES TO BOOST SEGMENT 114 TABLE 54 SCANNING & IMAGING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 115 TABLE 55 SCANNING & IMAGING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 115 9.3 SECURITY & SURVEILLANCE 115 9.3.1 TECHNOLOGICAL ADVANCEMENT IN SECURITY SOLUTIONS TO BOOST MARKET 115 TABLE 56 SECURITY & SURVEILLANCE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 116 TABLE 57 SECURITY & SURVEILLANCE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 116 9.4 IMAGE SEARCH 116 9.4.1 IMPLEMENTATION OF AI IN IMAGE SEARCH TO DRIVE SEGMENT 116 TABLE 58 IMAGE SEARCH: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 117 TABLE 59 IMAGE SEARCH: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 117 9.5 AUGMENTED REALITY 117 9.5.1 IMPLEMENTATION OF AI-ENABLED IMAGE RECOGNITION IN EDUCATION TO BOOST SEGMENT 117 TABLE 60 AUGMENTED REALITY: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 118 TABLE 61 AUGMENTED REALITY: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 118 9.6 MARKETING & ADVERTISING 118 9.6.1 ENHANCEMENT OF IN-STORE ENGAGEMENT AND PERSONALIZATION TO FUEL SEGMENT 118 TABLE 62 MARKETING & ADVERTISING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 119 TABLE 63 MARKETING & ADVERTISING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 119 9.7 OTHER APPLICATIONS 119 9.7.1 GROWING IMPLEMENTATION OF IMAGE RECOGNITION ACROSS VERTICALS 119 TABLE 64 OTHER APPLICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 120 TABLE 65 OTHER APPLICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 120 10 IMAGE RECOGNITION MARKET, BY VERTICAL 121 10.1 INTRODUCTION 122 FIGURE 34 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 AND 2029 122 10.1.1 VERTICAL: IMAGE RECOGNITION MARKET DRIVERS 122 TABLE 66 IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 123 TABLE 67 IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 123 10.2 BFSI 124 10.2.1 ABILITY TO REDUCE MANUAL ERRORS AND IMPROVE OPERATIONAL EFFICIENCY TO DRIVE GROWTH 124 TABLE 68 BFSI: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 124 TABLE 69 BFSI: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 124 10.2.2 BFSI: APPLICATION AREAS 125 10.2.2.1 Risk management 125 10.2.2.2 Visual search 125 10.2.2.3 Fraud detection and prevention 125 10.3 RETAIL & E-COMMERCE 125 10.3.1 USE IN INVENTORY MANAGEMENT AND MERCHANDISING TO DRIVE GROWTH 125 TABLE 70 RETAIL & E-COMMERCE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 126 TABLE 71 RETAIL & E-COMMERCE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 126 10.3.2 RETAIL & E-COMMERCE: APPLICATION AREAS 126 10.3.2.1 Product Recognition 126 10.3.2.2 Visual Search 127 10.3.2.3 Image-based Recommendations 127 10.4 MEDIA & ENTERTAINMENT 127 10.4.1 USED TO ENABLE CONTENT MODERATION AND COPYRIGHT ENFORCEMENT 127 TABLE 72 MEDIA & ENTERTAINMENT: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 128 TABLE 73 MEDIA & ENTERTAINMENT: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 128 10.4.2 MEDIA & ENTERTAINMENT: APPLICATION AREAS 128 10.4.2.1 Visual Search and Discovery 128 10.4.2.2 Personalized Content Recommendations 129 10.5 HEALTHCARE 129 10.5.1 NEED TO AUTOMATE ADMINISTRATIVE TASKS AND DOCUMENTATION TO DRIVE SEGMENT 129 TABLE 74 HEALTHCARE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 129 TABLE 75 HEALTHCARE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 130 10.5.2 HEALTHCARE: APPLICATION AREAS 130 10.5.2.1 Medical Imaging Analysis 130 10.5.2.2 Pathology Slide Analysis 130 10.5.2.3 Telemedicine and Remote Patient Monitoring 130 10.6 GOVERNMENT 131 10.6.1 USE IN INFORMATION EXTRACTION FROM IDENTITY DOCUMENTS TO DRIVE MARKET 131 TABLE 76 GOVERNMENT: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 131 TABLE 77 GOVERNMENT: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 131 10.6.2 GOVERNMENT: APPLICATION AREAS 132 10.6.2.1 Surveillance and Security 132 10.6.2.2 Identity Verification and Document Processing 132 10.6.2.3 Urban Planning and Infrastructure Development 132 10.7 TRANSPORT & LOGISTICS 132 10.7.1 USE FOR ACCURATE TRACKING AND TRACING OF SHIPMENTS TO DRIVE GROWTH 132 TABLE 78 TRANSPORT & LOGISTICS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 133 TABLE 79 TRANSPORT & LOGISTICS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 133 10.7.2 TRANSPORT & LOGISTICS: APPLICATION AREAS 133 10.7.2.1 Passenger Experience Enhancement 133 10.7.2.2 Cargo and Freight Logistics 134 10.8 AUTOMOTIVE 134 10.8.1 USE IN IDENTIFICATION OF POTENTIAL ON-ROAD HAZARDS TO DRIVE GROWTH 134 TABLE 80 AUTOMOTIVE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 134 TABLE 81 AUTOMOTIVE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 135 10.8.2 AUTOMOTIVE: APPLICATION AREAS 135 10.8.2.1 Parking Assistance Systems 135 10.8.2.2 Advanced Driver Assistance Systems (ADAS) 135 10.8.2.3 Traffic Sign Recognition (TSR) 135 10.9 IT & TELECOMMUNICATIONS 136 10.9.1 USE IN OPTIMIZING NETWORK PERFORMANCE AND ENHANCING SERVICE QUALITY TO BOOST SEGMENT 136 TABLE 82 IT & TELECOMMUNICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 136 TABLE 83 IT & TELECOMMUNICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 137 10.9.2 IT & TELECOMMUNICATIONS: APPLICATION AREAS 137 10.9.2.1 Internet Services 137 10.9.2.2 Enterprise IT Solutions 137 10.9.2.3 Unified Communication 137 10.10 MANUFACTURING 138 10.10.1 USE TO OPTIMIZE PRODUCTION AND SUPPLY CHAIN MANAGEMENT TO DRIVE MARKET 138 TABLE 84 MANUFACTURING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 138 TABLE 85 MANUFACTURING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 138 10.10.2 MANUFACTURING: APPLICATION AREAS 139 10.10.2.1 Defect Detection and Quality Control 139 10.10.2.2 Equipment Monitoring and Predictive Maintenance 139 10.10.2.3 Barcode and QR Code Reading 139 10.11 OTHER VERTICALS 139 TABLE 86 OTHER VERTICALS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 140 TABLE 87 OTHER VERTICALS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 140 11 IMAGE RECOGNITION MARKET, BY REGION 141 11.1 INTRODUCTION 142 FIGURE 35 NORTH AMERICA TO HOLD LARGEST SHARE IN IMAGE RECOGNITION MARKET 142 TABLE 88 IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 142 TABLE 89 IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 143 11.2 NORTH AMERICA 143 11.2.1 NORTH AMERICA: IMAGE RECOGNITION MARKET DRIVERS 143 11.2.2 NORTH AMERICA: RECESSION IMPACT 144 FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 144 TABLE 90 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 145 TABLE 91 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 145 TABLE 92 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2019–2023 (USD MILLION) 145 TABLE 93 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2024–2029 (USD MILLION) 145 TABLE 94 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 146 TABLE 95 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 146 TABLE 96 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 146 TABLE 97 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 147 TABLE 98 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 147 TABLE 99 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 147 TABLE 100 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 148 TABLE 101 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 148 TABLE 102 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 149 TABLE 103 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 149 11.2.3 US 149 11.2.3.1 Growing adoption of advanced technologies across industries 149 TABLE 104 US: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 149 TABLE 105 US: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 150 TABLE 106 US: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 150 TABLE 107 US: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 150 TABLE 108 US: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 151 TABLE 109 US: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 151 11.2.4 CANADA 151 11.2.4.1 Government support for technological innovation 151 TABLE 110 CANADA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 151 TABLE 111 CANADA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 152 TABLE 112 CANADA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 152 TABLE 113 CANADA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 152 TABLE 114 CANADA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 153 TABLE 115 CANADA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 153 11.3 EUROPE 153 11.3.1 EUROPE: IMAGE RECOGNITION MARKET DRIVERS 153 11.3.2 EUROPE: RECESSION IMPACT 154 TABLE 116 EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 154 TABLE 117 EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 154 TABLE 118 EUROPE: IMAGE RECOGNITION MARKET, BY SERVICE, 2019–2023 (USD MILLION) 154 TABLE 119 EUROPE: IMAGE RECOGNITION MARKET, BY SERVICE, 2024–2029 (USD MILLION) 155 TABLE 120 EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 155 TABLE 121 EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 155 TABLE 122 EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 156 TABLE 123 EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 156 TABLE 124 EUROPE: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 156 TABLE 125 EUROPE: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 157 TABLE 126 EUROPE: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 157 TABLE 127 EUROPE: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 158 TABLE 128 EUROPE: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 158 TABLE 129 EUROPE: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 158 11.3.3 UK 159 11.3.3.1 Growing support for AI adoption to fuel market 159 TABLE 130 UK: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 159 TABLE 131 UK: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 159 TABLE 132 UK: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 159 TABLE 133 UK: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 160 TABLE 134 UK: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 160 TABLE 135 UK: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 160 11.3.4 GERMANY 160 11.3.4.1 Growth in manufacturing sector to boost market 160 TABLE 136 GERMANY: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 161 TABLE 137 GERMANY: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 161 TABLE 138 GERMANY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 161 TABLE 139 GERMANY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 162 TABLE 140 GERMANY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 162 TABLE 141 GERMANY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 162 11.3.5 FRANCE 163 11.3.5.1 Growing adoption in retail sector 163 TABLE 142 FRANCE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 163 TABLE 143 FRANCE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 163 TABLE 144 FRANCE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 164 TABLE 145 FRANCE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 164 TABLE 146 FRANCE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 164 TABLE 147 FRANCE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 165 11.3.6 ITALY 165 11.3.6.1 Growing adoption in manufacturing industry 165 TABLE 148 ITALY: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 165 TABLE 149 ITALY: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 165 TABLE 150 ITALY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 166 TABLE 151 ITALY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 166 TABLE 152 ITALY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 166 TABLE 153 ITALY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 167 11.3.7 REST OF EUROPE 167 TABLE 154 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 167 TABLE 155 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 167 TABLE 156 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 168 TABLE 157 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 168 TABLE 158 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 168 TABLE 159 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 169 11.4 ASIA PACIFIC 169 11.4.1 ASIA PACIFIC: IMAGE RECOGNITION MARKET DRIVERS 169 11.4.2 ASIA PACIFIC: RECESSION IMPACT 169 FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 170 TABLE 160 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 171 TABLE 161 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 171 TABLE 162 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY SERVICE, 2019–2023 (USD MILLION) 171 TABLE 163 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY SERVICE, 2024–2029 (USD MILLION) 171 TABLE 164 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 172 TABLE 165 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 172 TABLE 166 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 172 TABLE 167 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 173 TABLE 168 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 173 TABLE 169 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 173 TABLE 170 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 174 TABLE 171 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 174 TABLE 172 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 175 TABLE 173 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 175 11.4.3 CHINA 175 11.4.3.1 Growing investments in AI across industries to drive market 175 TABLE 174 CHINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 176 TABLE 175 CHINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 176 TABLE 176 CHINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 176 TABLE 177 CHINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 177 TABLE 178 CHINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 177 TABLE 179 CHINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 177 11.4.4 JAPAN 177 11.4.4.1 Well-developed technological and economic landscape to boost market 177 TABLE 180 JAPAN: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 178 TABLE 181 JAPAN: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 178 TABLE 182 JAPAN: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 178 TABLE 183 JAPAN: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 179 TABLE 184 JAPAN: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 179 TABLE 185 JAPAN: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 179 11.4.5 INDIA 179 11.4.5.1 Rise in technological innovation to fuel market growth 179 TABLE 186 INDIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 180 TABLE 187 INDIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 180 TABLE 188 INDIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 180 TABLE 189 INDIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 181 TABLE 190 INDIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 181 TABLE 191 INDIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 181 11.4.6 AUSTRALIA 182 11.4.6.1 Growing adoption of image recognition software across industries 182 TABLE 192 AUSTRALIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 182 TABLE 193 AUSTRALIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 182 TABLE 194 AUSTRALIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 182 TABLE 195 AUSTRALIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 183 TABLE 196 AUSTRALIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 183 TABLE 197 AUSTRALIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 183 11.4.7 SOUTH KOREA 184 11.4.7.1 Presence of advanced infrastructure to boost market 184 TABLE 198 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 184 TABLE 199 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 184 TABLE 200 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 185 TABLE 201 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 185 TABLE 202 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 185 TABLE 203 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 186 11.4.8 MALAYSIA 186 11.4.8.1 Growing government support for AI innovation to drive growth 186 TABLE 204 MALAYSIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 186 TABLE 205 MALAYSIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 186 TABLE 206 MALAYSIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 187 TABLE 207 MALAYSIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 187 TABLE 208 MALAYSIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 187 TABLE 209 MALAYSIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 188 11.4.9 REST OF ASIA PACIFIC 188 TABLE 210 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 188 TABLE 211 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 188 TABLE 212 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 189 TABLE 213 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 189 TABLE 214 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 189 TABLE 215 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 190
SummaryThe 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. Table of Contents1 INTRODUCTION 301.1 STUDY OBJECTIVES 30 1.2 MARKET DEFINITION 30 1.2.1 INCLUSIONS AND EXCLUSIONS 31 1.3 MARKET SCOPE 31 1.3.1 MARKET SEGMENTATION 32 1.3.2 REGIONS COVERED 32 1.4 YEARS CONSIDERED 33 1.5 CURRENCY CONSIDERED 33 TABLE 1 USD EXCHANGE RATES, 2018–2024 33 1.6 STAKEHOLDERS 34 1.7 SUMMARY OF CHANGES 34 1.7.1 RECESSION IMPACT 35 2 RESEARCH METHODOLOGY 36 2.1 RESEARCH DATA 36 FIGURE 1 IMAGE RECOGNITION MARKET: RESEARCH DESIGN 36 2.1.1 SECONDARY DATA 37 2.1.2 PRIMARY DATA 38 2.1.2.1 Breakup of Primary Profiles 38 FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 38 TABLE 2 KEY PRIMARY RESPONDENTS 39 2.1.2.2 Key Industry Insights 39 2.2 DATA TRIANGULATION 40 2.3 MARKET SIZE ESTIMATION 41 FIGURE 3 IMAGE RECOGNITION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 41 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): VENDOR REVENUE FROM HARDWARE, SOFTWARE, AND SERVICES 42 FIGURE 5 APPROACH 2: BOTTOM-UP (DEMAND-SIDE): IMAGE RECOGNITION 43 2.4 MARKET FORECAST 44 TABLE 3 FACTOR ANALYSIS 44 2.5 RESEARCH ASSUMPTIONS 45 2.6 LIMITATIONS 45 3 EXECUTIVE SUMMARY 46 TABLE 4 IMAGE RECOGNITION MARKET SIZE AND GROWTH, 2019–2023 (USD MILLION, Y-O-Y %) 46 TABLE 5 IMAGE RECOGNITION MARKET SIZE AND GROWTH, 2024–2029 (USD MILLION, Y-O-Y %) 46 FIGURE 6 IMAGE RECOGNITION MARKET TO WITNESS SIGNIFICANT GROWTH 47 3.1 OVERVIEW OF RECESSION IMPACT 47 FIGURE 7 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 48 FIGURE 8 FASTEST-GROWING SEGMENTS OF IMAGE RECOGNITION MARKET 49 4 PREMIUM INSIGHTS 51 4.1 OVERVIEW OF IMAGE RECOGNITION MARKET 51 FIGURE 9 IDENTIFICATION OF COMPLEX PATTERNS AND FEATURES WITHIN IMAGES FOR ENHANCED DECISION-MAKING PRESENT OPPORTUNITIES 51 4.2 IMAGE RECOGNITION MARKET, BY OFFERING, 2024 VS. 2029 51 FIGURE 10 SOFTWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 51 4.3 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024 VS. 2029 52 FIGURE 11 QR/BARCODE RECOGNITION TO DOMINATE IN 2024 52 4.4 IMAGE RECOGNITION MARKET, BY APPLICATION, 2024 VS. 2029 52 FIGURE 12 SECURITY & SURVEILLANCE SEGMENT TO COMMAND LARGEST MARKET SHARE IN 2024 52 4.5 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024 VS. 2029 53 FIGURE 13 LARGE ENTERPRISES SEGMENT TO HOLD MAJOR MARKET SHARE DURING FORECAST PERIOD 53 4.6 IMAGE RECOGNITION MARKET, BY VERTICAL, 2024 VS. 2029 53 FIGURE 14 BFSI SEGMENT TO HOLD DOMINANT POSITION IN 2024 53 4.7 IMAGE RECOGNITION MARKET: REGIONAL SCENARIO, 2024–2029 54 FIGURE 15 ASIA PACIFIC TO EMERGE AS MOST LUCRATIVE MARKET FOR INVESTMENT IN NEXT FIVE YEARS 54 5 MARKET OVERVIEW AND INDUSTRY TRENDS 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 16 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMAGE RECOGNITION MARKET 56 5.2.1 DRIVERS 56 5.2.1.1 Increasing need for image recognition in automotive industry 56 5.2.1.2 Rising demand for security applications 57 5.2.1.3 Increasing use of high-bandwidth data services 57 5.2.1.4 Technological advancements among CPG and retail companies 57 5.2.2 RESTRAINTS 58 5.2.2.1 High development cost of image recognition 58 5.2.2.2 Data privacy and regulatory concerns 58 5.2.3 OPPORTUNITIES 59 5.2.3.1 Integration of AI capabilities with image recognition solutions 59 5.2.3.2 Increase in demand for big data analytics 59 5.2.4 CHALLENGES 60 5.2.4.1 Training models to adapt to real-world settings 60 5.2.4.2 Limited dataset quality 60 5.3 CASE STUDY ANALYSIS 60 5.3.1 CASE STUDY 1: MICROSOFT'S VISION RECOGNITION SOLUTION REDUCES INJURIES FOR ATHLETES IN US 60 5.3.2 CASE STUDY 2: AWD ENABLES AU BANK TO USE VIDEO BANKING SERVICES 7 DAYS A WEEK 61 5.3.3 CASE STUDY 3: GOOGLE'S CLOUD VISION AUTOMATES IMAGE CLASSIFICATION AND LABELING FOR BOX 61 5.4 SUPPLY CHAIN 63 FIGURE 17 IMAGE RECOGNITION MARKET: SUPPLY CHAIN 63 5.5 ECOSYSTEM 64 FIGURE 18 IMAGE RECOGNITION MARKET: ECOSYSTEM 64 TABLE 6 IMAGE RECOGNITION MARKET: ECOSYSTEM 64 5.6 TRADE ANALYSIS 65 TABLE 7 IMPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 65 FIGURE 19 IMPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 65 TABLE 8 EXPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 66 FIGURE 20 EXPORT DATA (HS CODE 8443), BY COUNTRY, 2018–2022 (USD MILLION) 66 5.7 PORTER'S FIVE FORCES ANALYSIS 67 FIGURE 21 IMAGE RECOGNITION MARKET: PORTER'S FIVE FORCES ANALYSIS 67 5.7.1 THREAT OF NEW ENTRANTS 67 5.7.2 THREAT OF SUBSTITUTES 67 5.7.3 BARGAINING POWER OF SUPPLIERS 68 5.7.4 BARGAINING POWER OF BUYERS 68 5.7.5 INTENSITY OF COMPETITION RIVALRY 68 5.8 PRICING ANALYSIS 68 5.8.1 AVERAGE SELLING PRICE (ASP) TREND OF KEY PLAYERS, BY OFFERING 68 5.8.2 INDICATIVE PRICING ANALYSIS, BY SOLUTION 69 TABLE 9 INDICATIVE PRICING ANALYSIS, BY SOLUTION 69 5.9 KEY TECHNOLOGIES 69 5.9.1 CONVOLUTIONAL NEURAL NETWORKS (CNN) 69 5.9.2 GENERATIVE ADVERSARIAL NETWORKS (GANS) 70 5.9.3 AUTOML 70 5.10 COMPLEMENTARY TECHNOLOGIES 70 5.10.1 SENSORS 70 5.10.2 RPA 71 5.10.3 CLOUD COMPUTING 71 5.11 ADJACENT TECHNOLOGIES 71 5.11.1 AI & ML 71 5.11.2 INTERNET OF THINGS 72 5.11.3 NLP 72 5.11.4 COMPUTER VISION 72 5.12 PATENT ANALYSIS 73 FIGURE 22 NUMBER OF PATENTS PUBLISHED, 2013–2023 73 FIGURE 23 TOP 5 PATENT OWNERS (GLOBAL) 73 TABLE 10 TOP 10 PATENT APPLICANTS (US) 73 5.13 TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS 74 FIGURE 24 IMAGE RECOGNITION MARKET: TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS 74 5.14 REGULATORY LANDSCAPE 75 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75 TABLE 11 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75 TABLE 12 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 TABLE 13 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76 TABLE 14 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77 5.14.2 REGULATIONS, BY REGION 78 5.14.2.1 North America 78 5.14.2.2 Europe 78 5.14.2.3 Asia Pacific 78 5.14.2.4 Middle East & Africa 79 5.14.2.5 Latin America 79 5.15 KEY STAKEHOLDERS & BUYING CRITERIA 80 5.15.1 CRITICAL STAKEHOLDERS IN BUYING PROCESS 80 FIGURE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR END USERS 80 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP END USERS (%) 80 5.15.2 BUYING CRITERIA 81 FIGURE 26 KEY BUYING CRITERIA FOR TOP END USERS 81 TABLE 16 KEY BUYING CRITERIA FOR TOP END USERS 81 5.16 KEY CONFERENCES AND EVENTS, 2024–2025 82 TABLE 17 IMAGE RECOGNITION MARKET: KEY CONFERENCES AND EVENTS IN 2024–2025 82 5.17 IMAGE RECOGNITION MARKET: BUSINESS MODEL ANALYSIS 83 FIGURE 27 IMAGE RECOGNITION MARKET: BUSINESS MODELS 83 5.17.1 PRODUCT SALES MODEL 83 5.17.2 SUBSCRIPTION-BASED MODEL 83 5.18 INVESTMENT AND FUNDING SCENARIO 84 FIGURE 28 INVESTMENT AND FUNDING SCENARIO OF MAJOR IMAGE RECOGNITION COMPANIES 84 6 IMAGE RECOGNITION MARKET, BY OFFERING 85 6.1 INTRODUCTION 86 6.1.1 OFFERINGS: IMAGE RECOGNITION MARKET DRIVERS 86 FIGURE 29 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 86 TABLE 18 IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 87 TABLE 19 IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 87 6.2 HARDWARE 87 6.2.1 INCREASING ADOPTION FOR USE IN PRODUCT RECOGNITION TO DRIVE MARKET GROWTH 87 TABLE 20 HARDWARE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 88 TABLE 21 HARDWARE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 88 6.2.2 SENSORS 88 6.2.3 ACCELERATORS 89 6.2.3.1 GPU 89 6.2.3.2 FGPA 89 6.2.3.3 ASIC 90 6.3 SOFTWARE 90 6.3.1 GROWING ADOPTION OF REMOTE PATIENT MONITORING TO BOOST MARKET GROWTH 90 TABLE 22 SOFTWARE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 91 TABLE 23 SOFTWARE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 91 6.3.1.1 Custom software 91 6.3.1.2 Standalone software 92 6.4 SERVICES 92 6.4.1 INCREASING DEMAND FOR DATA-DRIVEN INSIGHTS IN ORGANIZATIONS TO FUEL SEGMENT 92 FIGURE 30 MANAGED SERVICES EXPECTED TO GROW AT HIGHER RATE DURING FORECAST PERIOD 93 TABLE 24 SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 93 TABLE 25 SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 93 6.4.2 PROFESSIONAL SERVICES 94 TABLE 26 PROFESSIONAL SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 94 TABLE 27 PROFESSIONAL SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 94 6.4.3 MANAGED SERVICES 95 TABLE 28 MANAGED SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 95 TABLE 29 MANAGED SERVICES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 95 7 IMAGE RECOGNITION MARKET, BY TECHNOLOGY 96 7.1 INTRODUCTION 97 FIGURE 31 FACIAL RECOGNITION SEGMENT TO DOMINATE DURING FORECAST PERIOD 97 7.1.1 TECHNOLOGY: IMAGE RECOGNITION MARKET DRIVERS 98 TABLE 30 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 98 TABLE 31 IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 98 7.2 QR/BARCODE RECOGNITION 99 7.2.1 INCREASING ADOPTION OF SMARTPHONES TO FUEL DEMAND 99 TABLE 32 QR/BARCODE RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 99 TABLE 33 QR/BARCODE RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 99 7.3 DIGITAL IMAGE PROCESSING 100 7.3.1 RISING ADVANCEMENTS IN COMPUTATIONAL CAPABILITIES TO BOOST DEMAND 100 TABLE 34 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 100 TABLE 35 DIGITAL IMAGE PROCESSING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 100 7.4 FACIAL RECOGNITION 101 7.4.1 INCREASING INVESTMENTS BY GOVERNMENT AND DEFENSE SECTORS 101 TABLE 36 FACIAL RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 101 TABLE 37 FACIAL RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 101 7.5 OBJECT RECOGNITION 102 7.5.1 GROWING INTEGRATION OF AI IN OBJECTION RECOGNITION TO FUEL SEGMENT 102 TABLE 38 OBJECT RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 102 TABLE 39 OBJECT RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 103 7.6 PATTERN RECOGNITION 103 7.6.1 GROWING TREND OF FITNESS MONITORING TO DRIVE DEMAND 103 TABLE 40 PATTERN RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 103 TABLE 41 PATTERN RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 104 7.7 OPTICAL CHARACTER RECOGNITION 104 7.7.1 GROWING DIGITALIZATION IN BUSINESSES TO DRIVE DEMAND 104 TABLE 42 OPTICAL CHARACTER RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 104 TABLE 43 OPTICAL CHARACTER RECOGNITION: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 105 7.8 OTHER TECHNOLOGIES 105 7.8.1 GROWING DIGITALIZATION IN HEALTHCARE SECTOR TO DRIVE DEMAND 105 TABLE 44 OTHER TECHNOLOGIES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 106 TABLE 45 OTHER TECHNOLOGIES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 106 8 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE 107 8.1 INTRODUCTION 108 FIGURE 32 SMES SEGMENT TO GROW FASTER DURING FORECAST PERIOD 108 8.1.1 ORGANIZATION SIZE: IMAGE RECOGNITION MARKET DRIVERS 108 TABLE 46 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 109 TABLE 47 IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 109 8.2 LARGE ENTERPRISES 109 8.2.1 GROWING NEED FOR TASK OPTIMIZATION BOOSTS DEMAND 109 TABLE 48 LARGE ENTERPRISES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 110 TABLE 49 LARGE ENTERPRISES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 110 8.3 SMES 110 8.3.1 FOCUS ON IMPROVING INVENTORY MANAGEMENT TO FUEL SEGMENT 110 TABLE 50 SMES: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 111 TABLE 51 SMES: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 111 9 IMAGE RECOGNITION MARKET, BY APPLICATION 112 9.1 INTRODUCTION 113 FIGURE 33 SECURITY & SURVEILLANCE SEGMENT TO DOMINATE DURING FORECAST PERIOD 113 9.1.1 APPLICATIONS: IMAGE RECOGNITION MARKET DRIVERS 113 TABLE 52 IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 114 TABLE 53 IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 114 9.2 SCANNING & IMAGING 114 9.2.1 NEED TO AUTOMATE WORKFLOW MANAGEMENT IN BUSINESSES TO BOOST SEGMENT 114 TABLE 54 SCANNING & IMAGING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 115 TABLE 55 SCANNING & IMAGING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 115 9.3 SECURITY & SURVEILLANCE 115 9.3.1 TECHNOLOGICAL ADVANCEMENT IN SECURITY SOLUTIONS TO BOOST MARKET 115 TABLE 56 SECURITY & SURVEILLANCE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 116 TABLE 57 SECURITY & SURVEILLANCE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 116 9.4 IMAGE SEARCH 116 9.4.1 IMPLEMENTATION OF AI IN IMAGE SEARCH TO DRIVE SEGMENT 116 TABLE 58 IMAGE SEARCH: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 117 TABLE 59 IMAGE SEARCH: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 117 9.5 AUGMENTED REALITY 117 9.5.1 IMPLEMENTATION OF AI-ENABLED IMAGE RECOGNITION IN EDUCATION TO BOOST SEGMENT 117 TABLE 60 AUGMENTED REALITY: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 118 TABLE 61 AUGMENTED REALITY: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 118 9.6 MARKETING & ADVERTISING 118 9.6.1 ENHANCEMENT OF IN-STORE ENGAGEMENT AND PERSONALIZATION TO FUEL SEGMENT 118 TABLE 62 MARKETING & ADVERTISING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 119 TABLE 63 MARKETING & ADVERTISING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 119 9.7 OTHER APPLICATIONS 119 9.7.1 GROWING IMPLEMENTATION OF IMAGE RECOGNITION ACROSS VERTICALS 119 TABLE 64 OTHER APPLICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 120 TABLE 65 OTHER APPLICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 120 10 IMAGE RECOGNITION MARKET, BY VERTICAL 121 10.1 INTRODUCTION 122 FIGURE 34 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 AND 2029 122 10.1.1 VERTICAL: IMAGE RECOGNITION MARKET DRIVERS 122 TABLE 66 IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 123 TABLE 67 IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 123 10.2 BFSI 124 10.2.1 ABILITY TO REDUCE MANUAL ERRORS AND IMPROVE OPERATIONAL EFFICIENCY TO DRIVE GROWTH 124 TABLE 68 BFSI: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 124 TABLE 69 BFSI: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 124 10.2.2 BFSI: APPLICATION AREAS 125 10.2.2.1 Risk management 125 10.2.2.2 Visual search 125 10.2.2.3 Fraud detection and prevention 125 10.3 RETAIL & E-COMMERCE 125 10.3.1 USE IN INVENTORY MANAGEMENT AND MERCHANDISING TO DRIVE GROWTH 125 TABLE 70 RETAIL & E-COMMERCE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 126 TABLE 71 RETAIL & E-COMMERCE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 126 10.3.2 RETAIL & E-COMMERCE: APPLICATION AREAS 126 10.3.2.1 Product Recognition 126 10.3.2.2 Visual Search 127 10.3.2.3 Image-based Recommendations 127 10.4 MEDIA & ENTERTAINMENT 127 10.4.1 USED TO ENABLE CONTENT MODERATION AND COPYRIGHT ENFORCEMENT 127 TABLE 72 MEDIA & ENTERTAINMENT: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 128 TABLE 73 MEDIA & ENTERTAINMENT: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 128 10.4.2 MEDIA & ENTERTAINMENT: APPLICATION AREAS 128 10.4.2.1 Visual Search and Discovery 128 10.4.2.2 Personalized Content Recommendations 129 10.5 HEALTHCARE 129 10.5.1 NEED TO AUTOMATE ADMINISTRATIVE TASKS AND DOCUMENTATION TO DRIVE SEGMENT 129 TABLE 74 HEALTHCARE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 129 TABLE 75 HEALTHCARE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 130 10.5.2 HEALTHCARE: APPLICATION AREAS 130 10.5.2.1 Medical Imaging Analysis 130 10.5.2.2 Pathology Slide Analysis 130 10.5.2.3 Telemedicine and Remote Patient Monitoring 130 10.6 GOVERNMENT 131 10.6.1 USE IN INFORMATION EXTRACTION FROM IDENTITY DOCUMENTS TO DRIVE MARKET 131 TABLE 76 GOVERNMENT: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 131 TABLE 77 GOVERNMENT: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 131 10.6.2 GOVERNMENT: APPLICATION AREAS 132 10.6.2.1 Surveillance and Security 132 10.6.2.2 Identity Verification and Document Processing 132 10.6.2.3 Urban Planning and Infrastructure Development 132 10.7 TRANSPORT & LOGISTICS 132 10.7.1 USE FOR ACCURATE TRACKING AND TRACING OF SHIPMENTS TO DRIVE GROWTH 132 TABLE 78 TRANSPORT & LOGISTICS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 133 TABLE 79 TRANSPORT & LOGISTICS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 133 10.7.2 TRANSPORT & LOGISTICS: APPLICATION AREAS 133 10.7.2.1 Passenger Experience Enhancement 133 10.7.2.2 Cargo and Freight Logistics 134 10.8 AUTOMOTIVE 134 10.8.1 USE IN IDENTIFICATION OF POTENTIAL ON-ROAD HAZARDS TO DRIVE GROWTH 134 TABLE 80 AUTOMOTIVE: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 134 TABLE 81 AUTOMOTIVE: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 135 10.8.2 AUTOMOTIVE: APPLICATION AREAS 135 10.8.2.1 Parking Assistance Systems 135 10.8.2.2 Advanced Driver Assistance Systems (ADAS) 135 10.8.2.3 Traffic Sign Recognition (TSR) 135 10.9 IT & TELECOMMUNICATIONS 136 10.9.1 USE IN OPTIMIZING NETWORK PERFORMANCE AND ENHANCING SERVICE QUALITY TO BOOST SEGMENT 136 TABLE 82 IT & TELECOMMUNICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 136 TABLE 83 IT & TELECOMMUNICATIONS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 137 10.9.2 IT & TELECOMMUNICATIONS: APPLICATION AREAS 137 10.9.2.1 Internet Services 137 10.9.2.2 Enterprise IT Solutions 137 10.9.2.3 Unified Communication 137 10.10 MANUFACTURING 138 10.10.1 USE TO OPTIMIZE PRODUCTION AND SUPPLY CHAIN MANAGEMENT TO DRIVE MARKET 138 TABLE 84 MANUFACTURING: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 138 TABLE 85 MANUFACTURING: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 138 10.10.2 MANUFACTURING: APPLICATION AREAS 139 10.10.2.1 Defect Detection and Quality Control 139 10.10.2.2 Equipment Monitoring and Predictive Maintenance 139 10.10.2.3 Barcode and QR Code Reading 139 10.11 OTHER VERTICALS 139 TABLE 86 OTHER VERTICALS: IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 140 TABLE 87 OTHER VERTICALS: IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 140 11 IMAGE RECOGNITION MARKET, BY REGION 141 11.1 INTRODUCTION 142 FIGURE 35 NORTH AMERICA TO HOLD LARGEST SHARE IN IMAGE RECOGNITION MARKET 142 TABLE 88 IMAGE RECOGNITION MARKET, BY REGION, 2019–2023 (USD MILLION) 142 TABLE 89 IMAGE RECOGNITION MARKET, BY REGION, 2024–2029 (USD MILLION) 143 11.2 NORTH AMERICA 143 11.2.1 NORTH AMERICA: IMAGE RECOGNITION MARKET DRIVERS 143 11.2.2 NORTH AMERICA: RECESSION IMPACT 144 FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 144 TABLE 90 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 145 TABLE 91 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 145 TABLE 92 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2019–2023 (USD MILLION) 145 TABLE 93 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY SERVICE, 2024–2029 (USD MILLION) 145 TABLE 94 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 146 TABLE 95 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 146 TABLE 96 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 146 TABLE 97 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 147 TABLE 98 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 147 TABLE 99 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 147 TABLE 100 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 148 TABLE 101 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 148 TABLE 102 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 149 TABLE 103 NORTH AMERICA: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 149 11.2.3 US 149 11.2.3.1 Growing adoption of advanced technologies across industries 149 TABLE 104 US: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 149 TABLE 105 US: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 150 TABLE 106 US: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 150 TABLE 107 US: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 150 TABLE 108 US: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 151 TABLE 109 US: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 151 11.2.4 CANADA 151 11.2.4.1 Government support for technological innovation 151 TABLE 110 CANADA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 151 TABLE 111 CANADA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 152 TABLE 112 CANADA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 152 TABLE 113 CANADA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 152 TABLE 114 CANADA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 153 TABLE 115 CANADA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 153 11.3 EUROPE 153 11.3.1 EUROPE: IMAGE RECOGNITION MARKET DRIVERS 153 11.3.2 EUROPE: RECESSION IMPACT 154 TABLE 116 EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 154 TABLE 117 EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 154 TABLE 118 EUROPE: IMAGE RECOGNITION MARKET, BY SERVICE, 2019–2023 (USD MILLION) 154 TABLE 119 EUROPE: IMAGE RECOGNITION MARKET, BY SERVICE, 2024–2029 (USD MILLION) 155 TABLE 120 EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 155 TABLE 121 EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 155 TABLE 122 EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 156 TABLE 123 EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 156 TABLE 124 EUROPE: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 156 TABLE 125 EUROPE: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 157 TABLE 126 EUROPE: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 157 TABLE 127 EUROPE: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 158 TABLE 128 EUROPE: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 158 TABLE 129 EUROPE: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 158 11.3.3 UK 159 11.3.3.1 Growing support for AI adoption to fuel market 159 TABLE 130 UK: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 159 TABLE 131 UK: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 159 TABLE 132 UK: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 159 TABLE 133 UK: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 160 TABLE 134 UK: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 160 TABLE 135 UK: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 160 11.3.4 GERMANY 160 11.3.4.1 Growth in manufacturing sector to boost market 160 TABLE 136 GERMANY: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 161 TABLE 137 GERMANY: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 161 TABLE 138 GERMANY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 161 TABLE 139 GERMANY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 162 TABLE 140 GERMANY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 162 TABLE 141 GERMANY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 162 11.3.5 FRANCE 163 11.3.5.1 Growing adoption in retail sector 163 TABLE 142 FRANCE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 163 TABLE 143 FRANCE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 163 TABLE 144 FRANCE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 164 TABLE 145 FRANCE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 164 TABLE 146 FRANCE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 164 TABLE 147 FRANCE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 165 11.3.6 ITALY 165 11.3.6.1 Growing adoption in manufacturing industry 165 TABLE 148 ITALY: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 165 TABLE 149 ITALY: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 165 TABLE 150 ITALY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 166 TABLE 151 ITALY: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 166 TABLE 152 ITALY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 166 TABLE 153 ITALY: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 167 11.3.7 REST OF EUROPE 167 TABLE 154 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 167 TABLE 155 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 167 TABLE 156 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 168 TABLE 157 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 168 TABLE 158 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 168 TABLE 159 REST OF EUROPE: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 169 11.4 ASIA PACIFIC 169 11.4.1 ASIA PACIFIC: IMAGE RECOGNITION MARKET DRIVERS 169 11.4.2 ASIA PACIFIC: RECESSION IMPACT 169 FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 170 TABLE 160 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 171 TABLE 161 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 171 TABLE 162 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY SERVICE, 2019–2023 (USD MILLION) 171 TABLE 163 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY SERVICE, 2024–2029 (USD MILLION) 171 TABLE 164 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 172 TABLE 165 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 172 TABLE 166 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 172 TABLE 167 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 173 TABLE 168 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 173 TABLE 169 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 173 TABLE 170 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 174 TABLE 171 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 174 TABLE 172 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 175 TABLE 173 ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 175 11.4.3 CHINA 175 11.4.3.1 Growing investments in AI across industries to drive market 175 TABLE 174 CHINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 176 TABLE 175 CHINA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 176 TABLE 176 CHINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 176 TABLE 177 CHINA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 177 TABLE 178 CHINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 177 TABLE 179 CHINA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 177 11.4.4 JAPAN 177 11.4.4.1 Well-developed technological and economic landscape to boost market 177 TABLE 180 JAPAN: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 178 TABLE 181 JAPAN: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 178 TABLE 182 JAPAN: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 178 TABLE 183 JAPAN: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 179 TABLE 184 JAPAN: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 179 TABLE 185 JAPAN: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 179 11.4.5 INDIA 179 11.4.5.1 Rise in technological innovation to fuel market growth 179 TABLE 186 INDIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 180 TABLE 187 INDIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 180 TABLE 188 INDIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 180 TABLE 189 INDIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 181 TABLE 190 INDIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 181 TABLE 191 INDIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 181 11.4.6 AUSTRALIA 182 11.4.6.1 Growing adoption of image recognition software across industries 182 TABLE 192 AUSTRALIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 182 TABLE 193 AUSTRALIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 182 TABLE 194 AUSTRALIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 182 TABLE 195 AUSTRALIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 183 TABLE 196 AUSTRALIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 183 TABLE 197 AUSTRALIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 183 11.4.7 SOUTH KOREA 184 11.4.7.1 Presence of advanced infrastructure to boost market 184 TABLE 198 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 184 TABLE 199 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 184 TABLE 200 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 185 TABLE 201 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 185 TABLE 202 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 185 TABLE 203 SOUTH KOREA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 186 11.4.8 MALAYSIA 186 11.4.8.1 Growing government support for AI innovation to drive growth 186 TABLE 204 MALAYSIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 186 TABLE 205 MALAYSIA: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 186 TABLE 206 MALAYSIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 187 TABLE 207 MALAYSIA: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 187 TABLE 208 MALAYSIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 187 TABLE 209 MALAYSIA: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 188 11.4.9 REST OF ASIA PACIFIC 188 TABLE 210 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2019–2023 (USD MILLION) 188 TABLE 211 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 188 TABLE 212 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION 189 TABLE 213 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 189 TABLE 214 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 189 TABLE 215 REST OF ASIA PACIFIC: IMAGE RECOGNITION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 190
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