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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

 

 

出版社 出版年月 電子版価格 ページ数 図表数 言語
MarketsandMarkets
マーケッツアンドマーケッツ
2024年3月27日 US$4,950
シングルユーザライセンス
ライセンス・価格情報
注文方法はこちら
307 396 英語

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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。

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目次

1 INTRODUCTION 30
1.1 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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Summary

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.
"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.



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Table of Contents

1 INTRODUCTION 30
1.1 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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