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Al-based Image Analysis Market by Deployment Mode (On-premises, Cloud-based), Technology (Deep Learning, Traditional Machine Learning, Hybrid & Other Al Technologies), End-use Industry and Region - Global Forecast to 2030

出版商 MarketsandMarkets產業別 Electronics & Semiconductor出版日期 2025-08-20頁數 224報告編號 SE9466

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報告摘要

The global AI-based image analysis market is projected to grow from USD 13.07 billion in 2025 to USD 36.36 billion by 2030, at a CAGR of 22.7% from 2025 to 2030. The growth of the market is attributed to the growing integration of ML and DL technologies, inclination toward cloud computing, and increasing demand for edge computing solutions for real-time image analysis. The demand for AI-based image analysis is rapidly increasing in the automotive and manufacturing sectors. In the automotive industry, AI-based image analysis is being leveraged for autonomous driving systems, where real-time object detection, lane identification, and driver monitoring require a high-speed visual interpretation. "By technology, deep learning segment to account for largest market share in 2030" Deep learning is a major technology in the AI-based image analysis market, which uses technology like Convolutional Neural Networks (CNNS), transformers, and GANs to remove complex features from pictures. This manual feature enables high-compatibility functions such as object detection, segmentation, and pattern recognition without the need for engineering. Deep learning is particularly important in areas such as healthcare, where it diagnoses with radiology and pathology images, and in manufacturing, where it automatically checks the quality of the product. In addition, deep learning models benefit from scalability, constant learning, and compatibility with complex and unnecessary image data. Edge AI (on-device infection), generative AI models (e.g., GANs), and the growth of transformer-based vision models further enhance its integration in real-world AI-image analysis applications. "Manufacturing segment to capture largest share of AI-based image analysis market during forecast period" AI-based image analysis techniques are changing manufacturing by increasing quality control, assembly inspection, equipment monitoring, and electronics inspections. In July, the National Institute of Standards and Technology (NIST) announced an investment of USD 70 million to establish a new institute that focuses on taking advantage of AI to increase the flexibility of American manufacturing. This initiative aims to enhance manufacturing resilience using AI and demonstrate the US government's commitment to advancing AI technology, boosting market growth and solidifying the US as a global leader in AI-based image analysis. With progress in machine vision and edge computing, AI image analysis is rapidly integrated into smart factories and robotic systems. "US to be largest market for AI-based image analysis in North America." AI-based image analysis in the US is growing rapidly due to significant federal investments and innovations by major companies. In May 2023, the US National Science Foundation announced an investment of USD 140 million to set up seven new National Artificial Intelligence Research Institutes. These institutions will promote state-of-the-art AI research and development and cooperation between academics. Major companies such as Google, IBM, Microsoft, Oracle, Amazon, and Cognex Corporation are making significant innovations that are supporting market growth. In July 2024, the US Department of Commerce's NIST announced a funding opportunity of up to USD 70 million for a new AI-focused Manufacturing USA institute. This initiative aims to enhance manufacturing resilience using AI and demonstrate the US government's commitment to advancing AI technology, boosting market growth and solidifying the US as a global leader in AI-based image analysis. Extensive primary interviews were conducted with key industry experts in the AI-based image analysis market space to determine and verify the market size for various segments and subsegments of the market. The breakup of primary participants for the report is shown below: The study contains insights from various industry experts, from component suppliers to Tier 1 Companies and OEMs. The breakup of the primaries is as follows: • By Company Type: Tier 1 – 40%, Tier 2 – 35%, and Tier 3 – 25% • By Designation: C-level Executives – 45%, Directors – 35%, and Others – 20% • By Region: North America – 30%, Europe – 22%, Asia Pacific – 40%, and RoW – 8% Note: Three tiers of companies are defined based on their total revenue as of 2024; tier 1: revenue more than or equal to USD 500 million, tier 2: revenue between USD 100 million and USD 500 million, and tier 3: revenue less than or equal to USD 100 million. Other designations include sales and marketing executives and researchers, as well as members of various AI-based image analysis organizations. NVIDIA Corporation (US), Microsoft Corporation (US), Intel Corporation (US), Alphabet Inc. (US), Amazon.com, Inc. (US), IBM (US), Oracle (US), Cognex Corporation (US), ContextVision (Sweden), and GE Healthcare (US), among others, are the key players in the AI-based image analysis market. The study includes an in-depth competitive analysis of these key players in the AI-based image analysis market, as well as their company profiles, recent developments, and key market strategies. Research Coverage: This research report categorizes the AI-based image analysis market based on technology (deep learning, traditional machine learning, and hybrid and other AI technologies), deployment mode (on-premises, cloud-based), end-use industry (healthcare, retail & e-commerce, automotive & transportation, manufacturing, and other end-use industries), and region (North America, Europe, Asia Pacific, and RoW). The report describes the major drivers, restraints, challenges, and opportunities pertaining to the AI-based image analysis market and forecasts the same till 2030. The report also consists of leadership mapping and analysis of all the companies included in the AI-based image analysis ecosystem. Key Benefits of Buying the Report The report will help the market leaders/new entrants in this market by providing information on the closest approximations of the revenue numbers for the overall AI-based image analysis 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 key drivers (Growing integration of ML and DL technologies and inclination toward cloud computing, Increasing demand of edge computing solutions for real-time image analysis, and Surging need for AI-based image analysis in automotive and manufacturing industries) restraints (Data privacy concerns and Dependence on high-quality data for accurate results), opportunities (Growing demand and technological innovations in healthcare and Growing demand for optical character recognition technology from AI image analysis providers) and challenges (High data storage and management costs) influencing the growth of the AI-based image analysis market • Product Development/Innovation: Detailed insights into upcoming technologies, research and development activities, and the latest product and service launches in the AI-based image analysis market • Market Development: Comprehensive information about lucrative markets – the report analyzes the AI-based image analysis market across varied regions. • Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the AI-based image analysis market • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as NVIDIA Corporation (US), Microsoft Corporation (US), Intel Corporation (US), Alphabet Inc. (US), Amazon.com, Inc. (US), IBM (US), Oracle (US), Cognex Corporation (US), ContextVision (Sweden), GE Healthcare (US), Chooch (US), Kyungwoo Systech, Inc. (South Korea), LandingAI (US), ML6 (Belgium), and SenseTime (China) in the AI-based image analysis market
目錄 Table of Contents
1 INTRODUCTION 23 1.1 STUDY OBJECTIVES 23 1.2 DEFINITION 23 1.3 STUDY SCOPE 24 1.3.1 MARKETS COVERED AND REGIONAL SCOPE 24 1.3.2 INCLUSIONS AND EXCLUSIONS 25 1.3.3 YEARS CONSIDERED 25 1.4 CURRENCY CONSIDERED 25 1.5 LIMITATIONS 26 1.6 STAKEHOLDERS 26 2 RESEARCH METHODOLOGY 27 2.1 RESEARCH DATA 27 2.1.1 SECONDARY DATA 28 2.1.1.1 List of major secondary sources 28 2.1.1.2 Key data from secondary sources 29 2.1.2 PRIMARY DATA 29 2.1.2.1 List of primary interview participants 30 2.1.2.2 Breakdown of primaries 30 2.1.2.3 Key industry insights 31 2.1.3 SECONDARY AND PRIMARY RESEARCH 32 2.2 MARKET SIZE ESTIMATION 32 2.2.1 BOTTOM-UP APPROACH 34 2.2.1.1 Approach to estimate market size using bottom-up analysis (demand side) 34 2.2.2 TOP-DOWN APPROACH 35 2.2.2.1 Approach to estimate market size using top-down analysis (supply side) 35 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 36 2.4 RESEARCH ASSUMPTIONS 37 2.5 RISK ASSESSMENT 37 2.6 RESEARCH LIMITATIONS 38 3 EXECUTIVE SUMMARY 39 4 PREMIUM INSIGHTS 42 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI-BASED IMAGE ANALYSIS MARKET 42 4.2 AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY 42 4.3 AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY 43 4.4 AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY 43 5 MARKET OVERVIEW 44 5.1 INTRODUCTION 44 5.2 MARKET DYNAMICS 44 5.2.1 DRIVERS 45 5.2.1.1 Growing integration of ML and DL technologies and inclination toward cloud computing 45 5.2.1.2 Increasing demand for edge computing solutions for real-time image analysis 46 5.2.1.3 Surging need for AI-based image analysis in automotive and manufacturing industries 46 5.2.2 RESTRAINTS 47 5.2.2.1 Data privacy concerns 47 5.2.2.2 Dependence on high-quality data for accurate results 47 5.2.3 OPPORTUNITIES 48 5.2.3.1 Growing demand and technological innovations in healthcare 48 5.2.3.2 Growing demand for optical character recognition technology from AI image analysis providers 48 5.2.4 CHALLENGES 49 5.2.4.1 High data storage and management costs 49 5.3 VALUE CHAIN ANALYSIS 49 5.4 ECOSYSTEM ANALYSIS 51 5.5 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 52 5.6 PRICING ANALYSIS 53 5.6.1 AVERAGE SELLING PRICE OF AI-BASED IMAGE ANALYSIS PLATFORM, BY KEY PLAYERS 54 5.6.2 AVERAGE SELLING PRICE TREND OF AI-BASED IMAGE ANALYSIS PLATFORM, BY REGION, 2021–2024 55 5.7 TECHNOLOGY ANALYSIS 55 5.7.1 KEY TECHNOLOGIES 56 5.7.1.1 Edge computing 56 5.7.1.2 Machine learning 56 5.7.2 COMPLEMENTARY TECHNOLOGIES 56 5.7.2.1 Internet of Things (IoT) 56 5.7.2.2 5G connectivity 56 5.7.3 ADJACENT TECHNOLOGIES 56 5.7.3.1 Deep learning 56 5.7.3.2 Augmented natural language processing (NLP) 57 5.8 CASE STUDY ANALYSIS 57 5.8.1 WATER UTILITY COMPANY IMPLEMENTED IRONYUN'S VAIDIO AI VISION PLATFORM TO AVOID FALSE ALERTS 57 5.8.2 MIDWEST POLICE DEPARTMENT DEPLOYED IRONYUN'S VAIDIO LPR AND VIDEO SEARCH SOLUTIONS FOR FASTER CRIME DETECTION AND INVESTIGATION 58 5.8.3 PEPSICO IMPLEMENTED KOIREADER TECHNOLOGIES' AI-POWERED MACHINE VISION TECHNOLOGY TO ENHANCE LABEL AND BARCODE SCANNING ACCURACY 58 5.9 INVESTMENT AND FUNDING SCENARIO 59 5.10 PATENT ANALYSIS 60 5.11 TRADE ANALYSIS 63 5.11.1 IMPORT SCENARIO FOR HS CODE 852580-COMPLIANT PRODUCTS 63 5.11.2 EXPORT SCENARIO FOR HS CODE 852580-COMPLIANT PRODUCTS 64 5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 65 5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 65 5.12.2 BUYING CRITERIA 66 5.13 PORTER'S FIVE FORCES ANALYSIS 67 5.13.1 INTENSITY OF COMPETITIVE RIVALRY 68 5.13.2 BARGAINING POWER OF SUPPLIERS 68 5.13.3 BARGAINING POWER OF BUYERS 68 5.13.4 THREAT OF SUBSTITUTES 68 5.13.5 THREAT OF NEW ENTRANTS 68 5.14 KEY CONFERENCES AND EVENTS, 2025–2026 69 5.15 REGULATORY LANDSCAPE AND STANDARDS 70 5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 5.15.2 STANDARDS 72 5.16 2025 US TARIFF IMPACT ON AI-BASED IMAGE ANALYSIS MARKET 74 5.16.1 INTRODUCTION 74 5.16.2 KEY TARIFF RATES 75 5.16.3 PRICE IMPACT ANALYSIS 76 5.16.4 IMPACT ON COUNTRIES/REGIONS 77 5.16.4.1 US 77 5.16.4.2 Europe 77 5.16.4.3 Asia Pacific 78 5.16.5 IMPACT ON APPLICATIONS 78 5.16.5.1 Healthcare 78 5.16.5.2 Retail & E-commerce 78 5.16.5.3 Automotive & Transportation 78 5.16.5.4 Manufacturing 78 6 AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY 79 6.1 INTRODUCTION 80 6.2 DEEP LEARNING 81 6.2.1 INCREASING AVAILABILITY OF LABELED IMAGE DATASETS TO SUPPORT MARKET GROWTH 81   6.3 TRADITIONAL MACHINE LEARNING 82 6.3.1 CONTINUED RELEVANCE IN INDUSTRIAL AND RULE-BASED QUALITY CHECKS TO DRIVE DEMAND 82 6.4 HYBRID AND OTHER AI TECHNOLOGIES 83 6.4.1 NEED FOR INCREASED DATA EFFICIENCY AND ADAPTABILITY TO FUEL MARKET 83 7 AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE 84 7.1 INTRODUCTION 85 7.2 ON-PREMISES 86 7.2.1 INCREASING AI AND DATA-INTENSIVE WORKLOADS TO DRIVE MARKET 86 7.3 CLOUD-BASED 87 7.3.1 GROWING EMPHASIS ON INTEGRATING AI CAPABILITIES SUPPORTING MARKET GROWTH 87 8 AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY 89 8.1 INTRODUCTION 90 8.2 AUTOMOTIVE & TRANSPORTATION 91 8.2.1 RISE IN CONNECTED VEHICLES AND NEED FOR REAL-TIME VISUAL DATA PROCESSING TO DRIVE MARKET 91 8.3 RETAIL & E-COMMERCE 96 8.3.1 GROWING FOCUS OF RETAIL & E-COMMERCE SECTOR ON INVENTORY MANAGEMENT TO DRIVE MARKET 96 8.4 HEALTHCARE 100 8.4.1 NEED FOR ACCURATE AND EFFICIENT MEDICAL DIAGNOSTICS AND IMPROVED PATIENT CARE TO ACCELERATE DEMAND 100 8.5 MANUFACTURING 105 8.5.1 ABILITY OF AI-BASED IMAGE ANALYSIS TO DETECT MINUTE DEFECTS AND ENSURE COMPLIANCE WITH QUALITY STANDARDS TO STIMULATE DEMAND 105 8.6 OTHER END-USE INDUSTRIES 109 8.6.1 INVESTMENTS IN ADVANCED AGRICULTURAL TECHNOLOGIES TO BOOST SEGMENT GROWTH 109 9 AI-BASED IMAGE ANALYSIS MARKET, BY REGION 114 9.1 INTRODUCTION 115 9.2 NORTH AMERICA 116 9.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 116 9.2.2 US 119 9.2.2.1 Increasing investments by government and technology giants in cutting-edge technologies to drive market 119 9.2.3 CANADA 120 9.2.3.1 Strategic government investments in AI infrastructure development to fuel market growth 120   9.2.4 MEXICO 121 9.2.4.1 Surging adoption of AI-powered solutions in manufacturing sector to boost market growth 121 9.3 EUROPE 122 9.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 122 9.3.2 GERMANY 125 9.3.2.1 Increasing number of AI startups to contribute to market growth 125 9.3.3 UK 126 9.3.3.1 Commitment to becoming global leader in artificial intelligence to accelerate market growth 126 9.3.4 FRANCE 127 9.3.4.1 Robust research and strategic investments in establishing AI startups to fuel market growth 127 9.3.5 ITALY 128 9.3.5.1 Significant focus on developing and scaling AI-based image analysis technologies to create growth opportunities 128 9.3.6 SPAIN 129 9.3.6.1 Deployment in healthcare sector to create growth opportunities 129 9.3.7 BELGIUM 130 9.3.7.1 Rising awareness of AI's capabilities and increasing cloud adoption to create growth opportunities 130 9.3.8 NETHERLANDS 131 9.3.8.1 Growing demand across healthcare, agriculture, and industrial sectors to create growth opportunities 131 9.3.9 REST OF EUROPE 132 9.4 ASIA PACIFIC 133 9.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 133 9.4.2 CHINA 137 9.4.2.1 Ventures between research institutions and entrepreneurs to drive market 137 9.4.3 JAPAN 138 9.4.3.1 Investment in digital skilling programs to accelerate market growth 138 9.4.4 SOUTH KOREA 139 9.4.4.1 Startup Korea policy and government investment in AI development to support market growth 139 9.4.5 INDIA 140 9.4.5.1 Strong government support to drive market growth 140 9.4.6 TAIWAN 141 9.4.6.1 Investment in smart medical innovation hubs to support market growth 141 9.4.7 AUSTRALIA 142 9.4.7.1 Strong emphasis on early disease detection to support market growth 142 9.4.8 INDONESIA 143 9.4.8.1 Development of healthcare sector to support market growth 143 9.4.9 REST OF ASIA PACIFIC 144 9.5 ROW 145 9.5.1 MACROECONOMIC OUTLOOK FOR ROW 145 9.5.2 MIDDLE EAST 147 9.5.2.1 Strategic investments in digital transformation and innovation to fuel demand 147 9.5.2.2 GCC countries 149 9.5.2.3 Rest of Middle East 149 9.5.3 AFRICA 150 9.5.3.1 International collaborations funding AI projects to boost market growth 150 9.5.4 SOUTH AMERICA 151 9.5.4.1 Increasing public–private sector investments in AI technology to fuel market growth 151 10 COMPETITIVE LANDSCAPE 152 10.1 OVERVIEW 152 10.2 STRATEGIES ADOPTED BY KEY PLAYERS, 2021–2025 152 10.3 REVENUE ANALYSIS, 2022–2024 154 10.4 MARKET SHARE ANALYSIS, 2024 154 10.5 COMPANY VALUATION AND FINANCIAL METRICS 157 10.6 BRAND COMPARISON 158 10.7 COMPANY EVALUATION MATRIX, 2024 158 10.7.1 STARS 158 10.7.2 EMERGING LEADERS 159 10.7.3 PERVASIVE PLAYERS 159 10.7.4 PARTICIPANTS 159 10.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 161 10.7.5.1 Company footprint 161 10.7.5.2 Region footprint 162 10.7.5.3 Technology footprint 163 10.7.5.4 Deployment mode footprint 164 10.7.5.5 End-use industry footprint 165 10.8 STARTUPS/SMALL- AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX, 2024 166 10.8.1 PROGRESSIVE COMPANIES 166 10.8.2 RESPONSIVE COMPANIES 166 10.8.3 DYNAMIC COMPANIES 166 10.8.4 STARTING BLOCKS 166 10.8.5 COMPETITIVE BENCHMARKING: KEY STARTUPS/SMES, 2024 168 10.8.5.1 Detailed list of key startups/SMEs 168 10.8.5.2 Competitive benchmarking of key startups/SMEs 168   10.9 COMPETITIVE SCENARIO 169 10.9.1 PRODUCT LAUNCHES 169 10.9.2 DEALS 170 10.9.3 EXPANSIONS 172 11 COMPANY PROFILES 173 11.1 KEY PLAYERS 173 11.1.1 NVIDIA CORPORATION 173 11.1.1.1 Business overview 173 11.1.1.2 Products/Solutions/Services offered 174 11.1.1.3 Recent developments 175 11.1.1.3.1 Product launches/developments 175 11.1.1.3.2 Deals 176 11.1.1.4 MnM view 176 11.1.1.4.1 Key strengths 176 11.1.1.4.2 Strategic choices 176 11.1.1.4.3 Weaknesses and competitive threats 176 11.1.2 MICROSOFT CORPORATION 177 11.1.2.1 Business overview 177 11.1.2.2 Products/Solutions/Services offered 178 11.1.2.3 Recent developments 179 11.1.2.3.1 Product launches/developments 179 11.1.2.3.2 Deals 179 11.1.2.3.3 Expansions 180 11.1.2.4 MnM view 180 11.1.2.4.1 Key strengths 180 11.1.2.4.2 Strategic choices 180 11.1.2.4.3 Weaknesses and competitive threats 180 11.1.3 INTEL CORPORATION 181 11.1.3.1 Business overview 181 11.1.3.2 Products/Solutions/Services offered 182 11.1.3.3 Recent developments 183 11.1.3.3.1 Product launches/developments 183 11.1.3.4 MnM view 183 11.1.3.4.1 Key strengths 183 11.1.3.4.2 Strategic choices 183 11.1.3.4.3 Weaknesses and competitive threats 183 11.1.4 ALPHABET INC. 184 11.1.4.1 Business overview 184 11.1.4.2 Products/Solutions/Services offered 185 11.1.4.3 MnM view 186 11.1.4.3.1 Key strengths 186 11.1.4.3.2 Strategic choices 186 11.1.4.3.3 Weaknesses and competitive threats 186 11.1.5 AMAZON.COM, INC. 187 11.1.5.1 Business overview 187 11.1.5.2 Products/Solutions/Services offered 188 11.1.5.3 Recent developments 189 11.1.5.3.1 Product launches/developments 189 11.1.5.3.2 Deals 189 11.1.5.4 MnM view 189 11.1.5.4.1 Key strengths 189 11.1.5.4.2 Strategic choices 190 11.1.5.4.3 Weaknesses and competitive threats 190 11.1.6 IBM 191 11.1.6.1 Business overview 191 11.1.6.2 Products/Solutions/Services offered 192 11.1.6.3 Recent developments 193 11.1.6.3.1 Product launches/developments 193 11.1.7 ORACLE 194 11.1.7.1 Business overview 194 11.1.7.2 Products/Solutions/Services offered 195 11.1.7.3 Recent developments 196 11.1.7.3.1 Deals 196 11.1.8 COGNEX CORPORATION 197 11.1.8.1 Business overview 197 11.1.8.2 Products/Solutions/Services offered 198 11.1.8.3 Recent developments 199 11.1.8.3.1 Product launches/developments 199 11.1.9 CONTEXTVISION 200 11.1.9.1 Business overview 200 11.1.9.2 Products/Solutions/Services offered 201 11.1.9.3 Recent developments 201 11.1.9.3.1 Deals 201 11.1.10 GE HEALTHCARE 202 11.1.10.1 Business overview 202 11.1.10.2 Products/Solutions/Services offered 203 11.1.10.3 Recent developments 204 11.1.10.3.1 Deals 204 11.2 OTHER PLAYERS 205 11.2.1 CHOOCH 205 11.2.2 KYUNGWOO SYSTECH, INC. 206 11.2.3 LANDINGAI 207 11.2.4 ML6 208 11.2.5 SENSETIME 209 11.2.6 SEVENLAB 210 11.2.7 SOLOMON TECHNOLOGY CORPORATION 211 11.2.8 ZEBRA TECHNOLOGIES CORP. 212 11.2.9 MVISION AI 213 11.2.10 CLARIFAI, INC. 213 11.2.11 ARTELUS 214 11.2.12 ENLITIC, INC. 215 11.2.13 AIDOC 216 11.2.14 GAMAYA 216 11.2.15 AIFORIA 217 12 APPENDIX 218 12.1 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 220 12.2 CUSTOMIZATION OPTIONS 222 12.3 RELATED REPORTS 222 12.4 AUTHOR DETAILS 223
圖表清單 List of Tables & Figures
ABLE 1 AI-BASED IMAGE ANALYSIS MARKET: RISK ANALYSIS 37 TABLE 2 AI-BASED IMAGE ANALYSIS MARKET: ROLE OF COMPANIES IN ECOSYSTEM 52 TABLE 3 AVERAGE SELLING PRICE OF AI-BASED IMAGE ANALYSIS PLATFORM FEATURES, 2024 53 TABLE 4 AVERAGE SELLING PRICE OF AI-BASED IMAGE ANALYSIS PLATFORM, BY KEY PLAYERS, 2024 54 TABLE 5 AVERAGE SELLING PRICE TREND OF AI-BASED IMAGE ANALYSIS PLATFORM, BY REGION, 2021–2024 (USD) 55 TABLE 6 AI-BASED IMAGE ANALYSIS MARKET: LIST OF MAJOR PATENTS 61 TABLE 7 IMPORT DATA FOR HS CODE 852580-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD THOUSAND) 64 TABLE 8 EXPORT DATA FOR HS CODE 852580-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD THOUSAND) 65 TABLE 9 AI-BASED IMAGE ANALYSIS MARKET: INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES (%) 66 TABLE 10 AI-BASED IMAGE ANALYSIS MARKET: KEY BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES 67 TABLE 11 AI-BASED IMAGE ANALYSIS MARKET: IMPACT OF PORTER'S FIVE FORCES 68 TABLE 12 AI-BASED IMAGE ANALYSIS MARKET: LIST OF KEY CONFERENCES AND EVENTS, 2025–2026 69 TABLE 13 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 14 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 TABLE 15 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 TABLE 16 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 72 TABLE 17 NORTH AMERICA: SAFETY STANDARDS FOR AI-BASED IMAGE ANALYSIS 73 TABLE 18 EUROPE: SAFETY STANDARDS FOR AI-BASED IMAGE ANALYSIS 73 TABLE 19 ASIA PACIFIC: SAFETY STANDARDS FOR AI-BASED IMAGE ANALYSIS 73 TABLE 20 ROW: SAFETY STANDARDS FOR AI-BASED IMAGE ANALYSIS 74 TABLE 21 US-ADJUSTED RECIPROCAL TARIFF RATES 75 TABLE 22 AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION) 80 TABLE 23 AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2025–2030 (USD MILLION) 80 TABLE 24 DEEP LEARNING: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 81 TABLE 25 DEEP LEARNING: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 81 TABLE 26 TRADITIONAL MACHINE LEARNING: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 82 TABLE 27 TRADITIONAL MACHINE LEARNING: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 82 TABLE 28 HYBRID AND OTHER AI TECHNOLOGIES: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 83 TABLE 29 HYBRID AND OTHER AI TECHNOLOGIES: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 83 TABLE 30 AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 85 TABLE 31 AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 85 TABLE 32 ON-PREMISES: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 86 TABLE 33 ON-PREMISES: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 86 TABLE 34 CLOUD-BASED: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 87 TABLE 35 CLOUD-BASED: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 88 TABLE 36 AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 90 TABLE 37 AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 91 TABLE 38 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 92 TABLE 39 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 92 TABLE 40 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 92 TABLE 41 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 93 TABLE 42 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2021–2024 (USD MILLION) 93 TABLE 43 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2025–2030 (USD MILLION) 93 TABLE 44 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD MILLION) 94 TABLE 45 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD MILLION) 94 TABLE 46 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2021–2024 (USD MILLION) 95 TABLE 47 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2025–2030 (USD MILLION) 95 TABLE 48 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 95 TABLE 49 AUTOMOTIVE & TRANSPORTATION: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 95 TABLE 50 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 96 TABLE 51 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 96 TABLE 52 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 97 TABLE 53 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 97 TABLE 54 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2021–2024 (USD MILLION) 97 TABLE 55 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2025–2030 (USD MILLION) 98 TABLE 56 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD MILLION) 98 TABLE 57 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD MILLION) 99 TABLE 58 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2021–2024 (USD MILLION) 99 TABLE 59 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2025–2030 (USD MILLION) 99 TABLE 60 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 100 TABLE 61 RETAIL & E-COMMERCE: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 100 TABLE 62 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 101 TABLE 63 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 101 TABLE 64 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 101 TABLE 65 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 102 TABLE 66 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2021–2024 (USD MILLION) 102 TABLE 67 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2025–2030 (USD MILLION) 102 TABLE 68 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD MILLION) 103 TABLE 69 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD MILLION) 103 TABLE 70 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2021–2024 (USD MILLION) 104 TABLE 71 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2025–2030 (USD MILLION) 104 TABLE 72 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 104 TABLE 73 HEALTHCARE: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 104 TABLE 74 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 105 TABLE 75 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 105 TABLE 76 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 106 TABLE 77 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 106 TABLE 78 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2021–2024 (USD MILLION) 106 TABLE 79 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2025–2030 (USD MILLION) 107 TABLE 80 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD MILLION) 107 TABLE 81 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD MILLION) 108 TABLE 82 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2021–2024 (USD MILLION) 108 TABLE 83 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2025–2030 (USD MILLION) 108 TABLE 84 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 109 TABLE 85 MANUFACTURING: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 109 TABLE 86 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 110 TABLE 87 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 110 TABLE 88 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2021–2024 (USD MILLION) 110 TABLE 89 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR NORTH AMERICA, BY COUNTRY, 2025–2030 (USD MILLION) 111 TABLE 90 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2021–2024 (USD MILLION) 111 TABLE 91 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR EUROPE, BY COUNTRY, 2025–2030 (USD MILLION) 111 TABLE 92 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD MILLION) 112 TABLE 93 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD MILLION) 112 TABLE 94 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2021–2024 (USD MILLION) 113 TABLE 95 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET FOR ROW, BY REGION, 2025–2030 (USD MILLION) 113 TABLE 96 OTHER END-USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2021–2024 (USD MILLION) 113 TABLE 97 OTHER END USE INDUSTRIES: AI-BASED IMAGE ANALYSIS MARKET, BY DEPLOYMENT MODE, 2025–2030 (USD MILLION) 113 TABLE 98 AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 115 TABLE 99 AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 116 TABLE 100 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 117 TABLE 101 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 118 TABLE 102 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 118 TABLE 103 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 118 TABLE 104 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION) 119 TABLE 105 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2025–2030 (USD MILLION) 119 TABLE 106 US: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 120 TABLE 107 US: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 120 TABLE 108 CANADA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 121 TABLE 109 CANADA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 121 TABLE 110 MEXICO: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 122 TABLE 111 MEXICO: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 122 TABLE 112 EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 124 TABLE 113 EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 124 TABLE 114 EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 124 TABLE 115 EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 125 TABLE 116 EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION) 125 TABLE 117 EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2025–2030 (USD MILLION) 125 TABLE 118 GERMANY: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 126 TABLE 119 GERMANY: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 126 TABLE 120 UK: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 127 TABLE 121 UK: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 127 TABLE 122 FRANCE: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 128 TABLE 123 FRANCE: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 128 TABLE 124 ITALY: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 129 TABLE 125 ITALY: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 129 TABLE 126 SPAIN: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 130 TABLE 127 SPAIN: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 130 TABLE 128 BELGIUM: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 131 TABLE 129 BELGIUM: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 131 TABLE 130 NETHERLANDS: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 132 TABLE 131 NETHERLANDS: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 132 TABLE 132 REST OF EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 133 TABLE 133 REST OF EUROPE: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 133 TABLE 134 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 135 TABLE 135 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 135 TABLE 136 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 136 TABLE 137 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 136 TABLE 138 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION) 136 TABLE 139 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2025–2030 (USD MILLION) 137 TABLE 140 CHINA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 137 TABLE 141 CHINA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 138 TABLE 142 JAPAN: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 138 TABLE 143 JAPAN: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 139 TABLE 144 SOUTH KOREA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 139 TABLE 145 SOUTH KOREA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 140 TABLE 146 INDIA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 140 TABLE 147 INDIA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 141 TABLE 148 TAIWAN: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 141 TABLE 149 TAIWAN: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 142 TABLE 150 AUSTRALIA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 142 TABLE 151 AUSTRALIA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 143 TABLE 152 INDONESIA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 143 TABLE 153 INDONESIA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 144 TABLE 154 REST OF ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 144 TABLE 155 REST OF ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 145 TABLE 156 ROW: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2021–2024 (USD MILLION) 145 TABLE 157 ROW: AI-BASED IMAGE ANALYSIS MARKET, BY REGION, 2025–2030 (USD MILLION) 146 TABLE 158 ROW: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 146 TABLE 159 ROW: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 146 TABLE 160 ROW: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION) 147 TABLE 161 ROW: AI-BASED IMAGE ANALYSIS MARKET, BY TECHNOLOGY, 2025–2030 (USD MILLION) 147 TABLE 162 MIDDLE EAST: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 148 TABLE 163 MIDDLE EAST: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 148 TABLE 164 MIDDLE EAST: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 148 TABLE 165 MIDDLE EAST: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 148 TABLE 166 GCC: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 149 TABLE 167 GCC: AI-BASED IMAGE ANALYSIS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 149 TABLE 168 AFRICA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 150 TABLE 169 AFRICA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 150 TABLE 170 SOUTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2021–2024 (USD MILLION) 151 TABLE 171 SOUTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET, BY END-USE INDUSTRY, 2025–2030 (USD MILLION) 151 TABLE 172 AI-BASED IMAGE ANALYSIS MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, 2021–2025 152 TABLE 173 AI-BASED IMAGE ANALYSIS MARKET SHARE ANALYSIS, 2024 155 TABLE 174 AI-BASED IMAGE ANALYSIS MARKET: REGION FOOTPRINT 162 TABLE 175 AI-BASED IMAGE ANALYSIS MARKET: TECHNOLOGY FOOTPRINT 163 TABLE 176 AI-BASED IMAGE ANALYSIS MARKET: DEPLOYMENT MODE FOOTPRINT 164 TABLE 177 AI-BASED IMAGE ANALYSIS MARKET: END-USE INDUSTRY FOOTPRINT 165 TABLE 178 AI-BASED IMAGE ANALYSIS MARKET: LIST OF KEY STARTUPS/SMES 168 TABLE 179 AI-BASED IMAGE ANALYSIS MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 168 TABLE 180 AI-BASED IMAGE ANALYSIS MARKET: PRODUCT LAUNCHES, JANUARY 2021–JULY 2025 169 TABLE 181 AI-BASED IMAGE ANALYSIS MARKET: DEALS, JANUARY 2021–JULY 2025 170 TABLE 182 AI-BASED IMAGE ANALYSIS MARKET: EXPANSIONS, JANUARY 2021–JULY 2025 172 TABLE 183 NVIDIA CORPORATION: COMPANY OVERVIEW 173 TABLE 184 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 174 TABLE 185 NVIDIA CORPORATION: PRODUCT LAUNCHES/DEVELOPMENTS 175 TABLE 186 NVIDIA CORPORATION: DEALS 176 TABLE 187 MICROSOFT CORPORATION: COMPANY OVERVIEW 177 TABLE 188 MICROSOFT CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 178 TABLE 189 MICROSOFT CORPORATION: PRODUCT LAUNCHES/DEVELOPMENTS 179 TABLE 190 MICROSOFT CORPORATION: DEALS 179 TABLE 191 MICROSOFT CORPORATION: EXPANSIONS 180 TABLE 192 INTEL CORPORATION: COMPANY OVERVIEW 181 TABLE 193 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 182 TABLE 194 INTEL CORPORATION: PRODUCT LAUNCHES/DEVELOPMENTS 183 TABLE 195 ALPHABET INC.: COMPANY OVERVIEW 184 TABLE 196 ALPHABET INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 185 TABLE 197 AMAZON.COM, INC.: COMPANY OVERVIEW 187 TABLE 198 AMAZON.COM, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 188 TABLE 199 AMAZON.COM, INC.: PRODUCT LAUNCHES/DEVELOPMENTS 189 TABLE 200 AMAZON.COM, INC.: DEALS 189 TABLE 201 IBM: COMPANY OVERVIEW 191 TABLE 202 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 192 TABLE 203 IBM: PRODUCT LAUNCHES/DEVELOPMENTS 193 TABLE 204 ORACLE: COMPANY OVERVIEW 194 TABLE 205 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 195 TABLE 206 ORACLE: DEALS 196 TABLE 207 COGNEX CORPORATION: COMPANY OVERVIEW 197 TABLE 208 COGNEX CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 198 TABLE 209 COGNEX CORPORATION: PRODUCT LAUNCHES/DEVELOPMENTS 199 TABLE 210 CONTEXTVISION: COMPANY OVERVIEW 200 TABLE 211 CONTEXTVISION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 201 TABLE 212 CONTEXTVISION: DEALS 201 TABLE 213 GE HEALTHCARE: COMPANY OVERVIEW 202 TABLE 214 GE HEALTHCARE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 203 TABLE 215 GE HEALTHCARE: DEALS 204 TABLE 216 CHOOCH: COMPANY OVERVIEW 205 TABLE 217 KYUNGWOO SYSTECH, INC.: COMPANY OVERVIEW 206 TABLE 218 LANDINGAI: COMPANY OVERVIEW 207 TABLE 219 ML6: COMPANY OVERVIEW 208 TABLE 220 SENSETIME: COMPANY OVERVIEW 209 TABLE 221 SEVENLAB: COMPANY OVERVIEW 210 TABLE 222 SOLOMON TECHNOLOGY CORPORATION: COMPANY OVERVIEW 211 TABLE 223 ZEBRA TECHNOLOGIES CORP.: COMPANY OVERVIEW 212 TABLE 224 MVISION AI: COMPANY OVERVIEW 213 TABLE 225 CLARIFAI, INC.: COMPANY OVERVIEW 213 TABLE 226 ARTELUS: COMPANY OVERVIEW 214 TABLE 227 ENLITIC, INC.: COMPANY OVERVIEW 215 TABLE 228 AIDOC: COMPANY OVERVIEW 216 TABLE 229 GAMAYA: COMPANY OVERVIEW 216 TABLE 230 AIFORIA: COMPANY OVERVIEW 217 FIGURE 1 AI-BASED IMAGE ANALYSIS MARKET SEGMENTATION AND REGIONAL SCOPE 24 FIGURE 2 AI-BASED IMAGE ANALYSIS MARKET: RESEARCH DESIGN 27 FIGURE 3 AI-BASED IMAGE ANALYSIS MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION 33 FIGURE 4 AI-BASED IMAGE ANALYSIS MARKET SIZE: SUPPLY-SIDE ANALYSIS 33 FIGURE 5 AI-BASED IMAGE ANALYSIS MARKET: BOTTOM-UP APPROACH 34 FIGURE 6 AI-BASED IMAGE ANALYSIS MARKET: TOP-DOWN APPROACH 35 FIGURE 7 AI-BASED IMAGE ANALYSIS MARKET: DATA TRIANGULATION 36 FIGURE 8 DEEP LEARNING SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 39 FIGURE 9 ON-PREMISES SEGMENT TO WITNESS HIGHER MARKET SHARE IN 2030 40 FIGURE 10 MANUFACTURING TO BE LARGEST END-USE INDUSTRY DURING FORECAST PERIOD 40 FIGURE 11 NORTH AMERICA ACCOUNTED FOR LARGEST MARKET SHARE IN 2024 41 FIGURE 12 RISING DEMAND FOR CLOUD-BASED AI-BASED IMAGE ANALYSIS TO BOOST MARKET GROWTH 42 FIGURE 13 DEEP LEARNING SEGMENT TO DOMINATE MARKET IN 2030 42 FIGURE 14 HEALTHCARE SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 43 FIGURE 15 CHINA TO EXHIBIT HIGHEST CAGR IN GLOBAL AI-BASED IMAGE ANALYSIS MARKET DURING FORECAST PERIOD 43 FIGURE 16 AI-BASED IMAGE ANALYSIS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 44 FIGURE 17 AI-BASED IMAGE ANALYSIS MARKET: DRIVERS AND THEIR IMPACT 45 FIGURE 18 AI-BASED IMAGE ANALYSIS MARKET: RESTRAINTS AND THEIR IMPACT 47 FIGURE 19 AI-BASED IMAGE ANALYSIS MARKET: OPPORTUNITIES AND THEIR IMPACT 48 FIGURE 20 AI-BASED IMAGE ANALYSIS MARKET: CHALLENGES AND THEIR IMPACT 49 FIGURE 21 AI-BASED IMAGE ANALYSIS MARKET: VALUE CHAIN ANALYSIS 50 FIGURE 22 AI-BASED IMAGE ANALYSIS MARKET: ECOSYSTEM ANALYSIS 51 FIGURE 23 AI-BASED IMAGE ANALYSIS MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 53 FIGURE 24 AVERAGE SELLING PRICE TREND OF AI-BASED IMAGE ANALYSIS PLATFORM, BY REGION, 2021–2024 55 FIGURE 25 INVESTMENT AND FUNDING SCENARIO, 2021 TO 2024 59 FIGURE 26 AI-BASED IMAGE ANALYSIS MARKET: PATENTS APPLIED AND GRANTED, 2014–2024 60 FIGURE 27 IMPORT SCENARIO FOR HS CODE 852580-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 63 FIGURE 28 EXPORT SCENARIO FOR HS CODE 852580-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 64 FIGURE 29 AI-BASED IMAGE ANALYSIS MARKET: INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES 65 FIGURE 30 AI-BASED IMAGE ANALYSIS MARKET: KEY BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES 66 FIGURE 31 AI-BASED IMAGE ANALYSIS MARKET: PORTER'S FIVE FORCES ANALYSIS 67 FIGURE 32 DEEP LEARNING TO EXHIBIT HIGHEST CAGR IN AI-BASED IMAGE ANALYSIS MARKET FROM 2025 TO 2030 80 FIGURE 33 CLOUD-BASED SEGMENT TO EXHIBIT HIGHER CAGR IN AI-BASED IMAGE ANALYSIS MARKET FROM 2025 TO 2030 85 FIGURE 34 HEALTHCARE TO REGISTER HIGHEST CAGR IN AI-BASED IMAGE ANALYSIS MARKET BY 2030 90 FIGURE 35 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN AI-BASED IMAGE ANALYSIS MARKET DURING FORECAST PERIOD 115 FIGURE 36 NORTH AMERICA: AI-BASED IMAGE ANALYSIS MARKET SNAPSHOT 117 FIGURE 37 EUROPE: AI-BASED IMAGE ANALYSIS MARKET SNAPSHOT 123 FIGURE 38 ASIA PACIFIC: AI-BASED IMAGE ANALYSIS MARKET SNAPSHOT 134 FIGURE 39 REVENUE ANALYSIS OF TOP 5 PLAYERS, 2022–2024 154 FIGURE 40 MARKET SHARE ANALYSIS OF TOP 5 PLAYERS, 2024 155 FIGURE 41 COMPANY VALUATION, 2025 157 FIGURE 42 FINANCIAL METRICS (EV/EBITDA), 2025 157 FIGURE 43 BRAND COMPARISON 158 FIGURE 44 AI-BASED IMAGE ANALYSIS MARKET: COMPANY EVALUATION MATRIX, 2024 160 FIGURE 45 AI-BASED IMAGE ANALYSIS MARKET: COMPANY FOOTPRINT 161 FIGURE 46 AI-BASED IMAGE ANALYSIS MARKET: STARTUPS/SMES EVALUATION MATRIX, 2024 167 FIGURE 47 NVIDIA CORPORATION: COMPANY SNAPSHOT 174 FIGURE 48 MICROSOFT CORPORATION: COMPANY SNAPSHOT 178 FIGURE 49 INTEL CORPORATION: COMPANY SNAPSHOT 182 FIGURE 50 ALPHABET INC.: COMPANY SNAPSHOT 185 FIGURE 51 AMAZON.COM, INC.: COMPANY SNAPSHOT 188 FIGURE 52 IBM: COMPANY SNAPSHOT 192 FIGURE 53 ORACLE: COMPANY SNAPSHOT 195 FIGURE 54 COGNEX CORPORATION: COMPANY SNAPSHOT 198 FIGURE 55 CONTEXTVISION: COMPANY SNAPSHOT 200 FIGURE 56 GE HEALTHCARE: COMPANY SNAPSHOT 203

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