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컴퓨터 비전 시장의 AI – 2030년까지의 세계 예측

AI In Computer Vision Market – Global Forecast To 2030

컴퓨터 비전 시장의 AI – 오퍼링 (카메라, 프레임 그래버, 광학 장비, LED 조명, CPU, GPU, ASIC, FPGA, AI 비전 소프트웨어, AI 플랫폼), 기술 (기계 학습, GenAI), 기능 (교육, 추론), 애플리케이션 – 2030년까지의 세계 예측

AI in Computer Vision Market by Offering (Cameras, Frame Grabbers, Optics, LED Lighting, CPU, GPU, ASIC, FPGA, AI Vision Software, AI Platform), Technology (Machine Learning, GenAI), Function (Training, Inference), Application – Global Forecast to 2030

조사회사 MarketsandMarkets
출판년월 2024년12월
페이지 수 280
도표 수 309
라이센스 Single User License
가격 USD 4,950
구성 영문조사보고서

    주문/문의    조사회사/라이센스/납기안내

Report Overview

The global Al in computer vision market is projected to reach USD 63.48 billion in 2030 from USD 23.42 billion in 2025; it is expected to grow at a CAGR of 22.1% from 2025 to 2030. Growth rates in the market for AI in computer vision are accelerating with improvements in machine learning algorithms, increasing computational power, and expansion of high-quality image data.

컴퓨터 비전 시장의 AI는 2025년 234억 2,000만 달러에서 2030년에는 634억 8,000만 달러에 이를 것으로 예상됩니다. 에서 성장할 것으로 예상됩니다.컴퓨터 비전 시장의 AI의 성장률은 기계 학습 알고리즘의 개선, 계산 능력의 향상, 고품질 이미지 데이터의 확대에 의해 가속화되고 있습니다.

Industries such as health care, retail, manufacturing, and automotive are increasingly applying AI vision solutions to diagnostics, inventory management, quality control, and autonomous vehicles. However, with rising concerns regarding costs associated with implementation or data privacy, demands for increased automation and efficient operation as well as actionable analysis are driving this growth. Edge computing coupled with cloud services and 5G technology increases the adaptability and speed of AI vision solutions, further boosting the market growth.

컴퓨터 비전 시장의 AI – 2030년까지의 세계 예측
ai-in-computer-vision-market

“Machine learning segment is expected to dominate during the forecast period.”

Machine learning is the backbone to the success of AI-enabled computer vision. Modern techniques, such as deep learning and convolutional neural networks, enable AI to recognize patterns, detect objects, and interpret scenes in real-time. Its swift adoption is transforming various industries-from healthcare diagnostics, to quality control in manufacturing, to customer behavior analytics in retail-where no one will be relying on massive workforces. The increasing visual data from smartphones, sensors, and surveillance cameras, further accelerates the market growth in AI in computer vision. New breakthroughs in edge-based machine learning are enabling AI in computer vision to be faster, smarter, and more widely deployable, creating a window of opportunity across various industries.

continue to grow.

“Consumer electronics segment is expected to hold the largest market share in AI in computer vision market.”

The market for AI in computer vision in consumer electronics is expected to grow rapidly. This is because more and more AI technology is being integrated into smart devices. These include smartphones, wearables, and home appliances. With such capabilities, advanced applications such as facial recognition, object detection, augmented reality, and automated image processing enhance user experience. The increasing demand for such features as AR for gaming, facial recognition as an access method, and automation for smart homes can be considered as the factors that are responsible for pushing the growth of this market.

The high penetration of smart connected devices and the rapid growth of IoT further support this case in the acceptance of AI-based solutions and technologies in consumer electronics. Computer vision powered with AI gives new ways and insights to improve how devices from smartphones to robotic vacuums engage with end-users-more smartly and intuitively.

Growing investments alongside technological advancements are driving this industry. Phiar Technologies, Scandit, and others are creating augmented reality navigation solutions based on AI-enabled computer vision and simplification of data capture processes. Investors recognize the sustained, ever-expanding potential of consumer electronics, boosting advancements in AI. New opportunities will keep coming up for applying AI in consumer electronics therefore further solidifying its strong hold for the future of connected life.

“North America is projected to hold the second largest market share in the AI in computer vision market.”

In the North American region, AI in computer vision market holds a second-largest share because of rapid advancements in technology, a robust innovation ecosystem, and high-scale adoption across industries. Major investments in the US, including AI research institutes and rising collaborations between startups and high-tech companies, have promoted innovation and strengthened the AI infrastructure. Severed companies like Google, Microsoft, and Amazon have influenced the private sector in launching the initiatives to develop AI-based solutions in terms of industries related to healthcare, manufacturing, retail, and others. Within this important aspect, the Canadian government has a focus on responsible AI development and has given a considerable amount of funding for AI infrastructure development and AI research. Mexico is growing its use of AI technologies due to investment in manufacturing automation and cloud infrastructure, which enables small and medium-sized businesses to use AI-powered solutions to improve operational efficiency.

컴퓨터 비전 시장의 AI – 2030년까지의 세계 예측 region
ai-in-computer-vision-market-region

Moreover, strategic partnerships and initiatives like AI integration in Mexico’s manufacturing as well as advanced facility construction of AI computing components further develop the region’s capabilities. In this way, strong government and private sectors’ support for advanced computing resources fuels the AI in computer vision market in North America. Further market growth is facilitated by increased AI infrastructure adoption across industries as well as improvement in AI technologies.

  • By Company Type: Tier 1 – 45%, Tier 2 – 30%, and Tier 3 – 25%
  • By Designation: C-level Executives – 30%, Directors – 32%, and Others – 38%
  • By Region: North America– 32%, Europe – 20%, Asia Pacific– 43% and RoW- 5%

NVIDIA Corporation (US), Microsoft Corporation (US), Intel Corporation (US), Alphabet Inc. (US), Amazon.com, Inc. (US), Cognex Corporation (US), Qualcomm Technologies, Inc. (US), Sony Group Corporation (Japan), OMRON Corporation (Japan), KEYENCE CORPORATION (Japan), SICK AG (Germany), Teledyne Technologies (US), Texas Instruments Incorporated (US), Basler AG (Germany), Hailo Technologies Ltd. (Israel). are some of the key players in the AI in computer vision market.

컴퓨터 비전 시장의 AI – 2030년까지의 세계 예측 ecosystem
ai-in-computer-vision-market-ecosystem

The study includes an in-depth competitive analysis of these key players in the AI in computer vision market, as well as their company profiles, recent developments, and key market strategies.

Research Coverage

This research report categorizes the AI in computer vision market by various machine learning models (Supervised Learning, Unsupervised Learning, Reinforcement Learning), by use case (Object Detection, Image Recognition, Facial Recognition, Motion Analysis, and Machine Vision), by offering (Cameras, Frame Grabbers, Optics, LED Lighting, Processors, AI Vision Software, and AI Platforms), by technology (Machine Learning (Deep Learning, and Convolutional Neural Networks), and Generative AI), by function (Training, and Inference), by application (Quality Assurance & Inspection, Measurement, Identification, Predictive Maintenance, Positioning & Guidance), by end-user (Automotive, Consumer Electronics, Healthcare, retail, Security & Surveillance, Manufacturing, Agriculture, Transportation & Logistics, and Others), and by region (North America, Europe, Asia Pacific, and RoW). The report’s scope covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the AI in computer vision market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; new product & service launches, mergers and acquisitions; and recent developments associated with the AI in computer vision market. This report covers the competitive analysis of upcoming startups in the AI in computer vision market ecosystem.

Reasons to buy this report

The report will help market leaders and new entrants with information on the closest approximations of the revenue numbers for the overall AI in computer vision market and its subsegments. It will also 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 (Advancements in hardware such as GPUs, TPUs, and edge devices, Growing role of cloud computing in enhancing computer vision capabilities, Increasing adoption of edge computing), restraints (Data privacy and security concerns), opportunities (Rapid innovations in healthcare, Automation in manufacturing and industry 4.0), and challenges (High data storage and management costs, Integrating AI within existing systems) influencing the growth of the AI in computer vision market
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI in computer vision market
  • Market Development: The report provides comprehensive information about lucrative markets and analyses the AI in computer vision market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI in computer vision market
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players in the AI in computer vision market, such as NVIDIA Corporation (US), Microsoft Corporation (US), Intel Corporation (US), Alphabet Inc. (US), Amazon.com, Inc. (US), Cognex Corporation (US), Qualcomm Technologies, Inc. (US), Sony Group Corporation (Japan), OMRON Corporation (Japan), KEYENCE CORPORATION (Japan), SICK AG (Germany), Teledyne Technologies (US), Texas Instruments Incorporated (US), Basler AG (Germany), and Hailo Technologies Ltd. (Israel), among others in the AI in computer vision market.

Table of Contents

1               INTRODUCTION              27

1.1           STUDY OBJECTIVES       27

1.2           MARKET DEFINITION   27

1.3           STUDY SCOPE   28

1.3.1        INCLUSIONS AND EXCLUSIONS 28

1.3.2        MARKETS COVERED AND REGIONAL SCOPE      29

1.3.3        YEARS CONSIDERED      30

1.4           CURRENCY CONSIDERED            30

1.5           UNIT CONSIDERED        30

1.6           LIMITATIONS    30

1.7           MARKET STAKEHOLDERS            31

1.8           SUMMARY OF CHANGES               31

2               RESEARCH METHODOLOGY       33

2.1           RESEARCH DATA              33

2.1.1        SECONDARY DATA          34

2.1.1.1    List of major secondary sources         34

2.1.1.2    Key data from secondary sources       34

2.1.2        PRIMARY DATA 35

2.1.2.1    Key data from primary sources           35

2.1.2.2    Breakdown of primaries      36

2.1.3        SECONDARY AND PRIMARY RESEARCH 37

2.1.3.1    Key industry insights           38

2.2           MARKET SIZE ESTIMATION         38

2.2.1        BOTTOM-UP APPROACH              40

2.2.1.1    Approach to arrive at market size using bottom-up analysis

(demand side)       40

2.2.2        TOP-DOWN APPROACH                41

2.2.2.1    Approach to arrive at market size using top-down analysis

(supply side)         41

2.3           MARKET BREAKDOWN AND DATA TRIANGULATION                 42

2.4           RESEARCH ASSUMPTIONS           43

2.5           RISK ANALYSIS  43

2.6           RESEARCH LIMITATIONS             44

3               EXECUTIVE SUMMARY  45

4               PREMIUM INSIGHTS       49

4.1           ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI IN COMPUTER VISION MARKET      49

4.2           AI IN COMPUTER VISION MARKET IN NORTH AMERICA, BY COUNTRY AND VERTICAL     50

4.3           AI IN COMPUTER VISION MARKET IN ASIA PACIFIC, BY VERTICAL            50

4.4           AI IN COMPUTER VISION MARKET, BY COUNTRY                 51

5               MARKET OVERVIEW       52

5.1           INTRODUCTION              52

5.2           MARKET DYNAMICS       52

5.2.1        DRIVERS               53

5.2.1.1    Rapid advances in graphics processing units and edge devices                 53

5.2.1.2    Growing awareness about role of cloud platforms in enhancing computer vision capabilities                53

5.2.1.3    Rising emphasis on edge inferencing                 54

5.2.2        RESTRAINTS      54

5.2.2.1    Data privacy and security issues        54

5.2.3        OPPORTUNITIES              55

5.2.3.1    Increasing innovation in healthcare technology               55

5.2.3.2    Rapid digital transformation in manufacturing sector    55

5.2.4        CHALLENGES    56

5.2.4.1    High data storage and management costs        56

5.2.4.2    Complexities associated with integrating AI into existing technological infrastructure                 57

5.3           VALUE CHAIN ANALYSIS               57

5.4           ECOSYSTEM ANALYSIS  59

5.5           TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS            61

5.6           PRICING ANALYSIS          61

5.6.1        AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2024                 62

5.6.2        AVERAGE SELLING PRICE TREND, BY AI CAMERA, 2021–2023        63

5.6.3        AVERAGE SELLING PRICE TREND OF AI CAMERAS, BY REGION, 2021–2023           63

5.7           TECHNOLOGY ANALYSIS             64

5.7.1        KEY TECHNOLOGIES     64

5.7.1.1    Edge inferencing  64

5.7.1.2    Machine learning 64

5.7.2        COMPLEMENTARY TECHNOLOGIES       64

5.7.2.1    Natural language processing               64

5.7.2.2    Internet of Things (IoT)     65

5.7.3        ADJACENT TECHNOLOGIES       65

5.7.3.1    Cloud computing  65

5.8           PORTER’S FIVE FORCES ANALYSIS           65

5.8.1        INTENSITY OF COMPETITIVE RIVALRY 66

5.8.2        BARGAINING POWER OF SUPPLIERS       66

5.8.3        BARGAINING POWER OF BUYERS             66

5.8.4        THREAT OF SUBSTITUTES          67

5.8.5        THREAT OF NEW ENTRANTS      67

5.9           KEY STAKEHOLDERS AND BUYING CRITERIA     67

5.9.1        KEY STAKEHOLDERS IN BUYING PROCESS           67

5.9.2        BUYING CRITERIA           68

5.10         CASE STUDY ANALYSIS 69

5.10.1      NOTA LEVERAGES NVIDIA CORPORATION’S EDGE GPUS AND DEEP LEARNING SDKS TO OPTIMIZE TRAFFIC FLOW                 69

5.10.2      APP-TECHS INTEGRATES IRONYUN, INC.’S VAIDIO AI VISION PLATFORM TO ENHANCE CLIENT’S SECURITY SYSTEMS                 69

5.10.3      SOLOMON TECHNOLOGY CORPORATION IMPLEMENTS SOLVISION AI-POWERED VISUAL INSPECTION TOOL TO DETECT DEFECTS IN BEARING THREATS         70

5.10.4      VELUX ADOPTS SICK AG’S APPSPACE PLATFORM-INTEGRATED DEEP LEARNING TECHNOLOGY TO AUTOMATE COMPLEX INSPECTION TASKS  70

5.10.5      SOLOMON TECHNOLOGY CORPORATION IMPLEMENTS SOLVISION TOOL TO IMPROVE TABLET INSPECTION ACCURACY AND EFFICIENCY          71

5.11         INVESTMENT AND FUNDING SCENARIO               71

5.12         TRADE ANALYSIS             72

5.12.1      IMPORT SCENARIO (HS CODE 8471)        72

5.12.2      EXPORT SCENARIO (HS CODE 8471)        73

5.13         PATENT ANALYSIS          74

5.14         KEY CONFERENCES AND EVENTS, 2024–2025        79

5.15         REGULATORY LANDSCAPE         80

5.15.1      REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS             80

5.15.2      STANDARDS AND REGULATIONS             83

6               USE CASES OF AI IN COMPUTER VISION                85

6.1           INTRODUCTION              85

6.2           OBJECT DETECTION      85

6.3           IMAGE RECOGNITION   85

6.4           FACIAL RECOGNITION 86

6.5           MOTION ANALYSIS         86

6.6           MACHINE VISION             87

7               MACHINE LEARNING MODELS USED IN AI-BASED COMPUTER VISION        88

7.1           INTRODUCTION              88

7.2           SUPERVISED LEARNING                88

7.3           UNSUPERVISED LEARNING         88

7.4           REINFORCEMENT LEARNING     89

8               AI IN COMPUTER VISION MARKET, BY APPLICATION                 90

8.1           INTRODUCTION              91

8.2           QUALITY ASSURANCE & INSPECTION    92

8.2.1        RISING DEMAND FOR AUTOMATED QUALITY CHECKS TO DRIVE SEGMENTAL GROWTH             92

8.2.2        DEFECT DETECTION     93

8.2.3        SURFACE INSPECTION  93

8.2.4        CONTAINMENT DETECTION     94

8.2.5        PACKING & LABELLING INSPECTION     94

8.3           MEASUREMENT                94

8.3.1        ADVANCEMENTS IN 3D MEASUREMENT SYSTEMS TO DRIVE MARKET 94

8.3.2        3D MEASUREMENT & PROFILING             95

8.3.3        SITE MEASUREMENT & MONITORING   95

8.4           IDENTIFICATION             96

8.4.1        GROWING ADOPTION OF FACE RECOGNITION IN GOVERNMENT SERVICES TO ACCELERATE DEMAND     96

8.4.2        PERSON IDENTIFICATION           97

8.4.3        PRODUCT RECOGNITION            97

8.5           PREDICTIVE MAINTENANCE      97

8.5.1        ENHANCING EQUIPMENT RELIABILITY AND OPERATIONAL EFFICIENCY TO FUEL MARKET GROWTH                 97

8.5.2        MACHINE HEALTH MONITORING            98

8.5.3        WEAR & TEAR DETECTION          98

8.6           POSITIONING & GUIDANCE        99

8.6.1        GROWING ADOPTION OF ROBOTIC ARMS WITH AI-POWERED COMPUTER VISION SYSTEMS TO DRIVE MARKET                 99

8.6.2        ROBOTIC ARM GUIDANCE          100

8.6.3        AUTOMATED GUIDED VEHICLES             100

9               AI IN COMPUTER VISION MARKET, BY FUNCTION                 101

9.1           INTRODUCTION              102

9.2           TRAINING           103

9.2.1        RISING DEMAND FOR HIGH-QUALITY TRAINING DATA TO ACCELERATE MARKET GROWTH      103

9.3           INFERENCE        106

9.3.1        RISING INVESTMENTS IN AI HARDWARE AND INFERENCE SOLUTIONS TO STIMULATE MARKET GROWTH                 106

10            AI IN COMPUTER VISION MARKET, BY TECHNOLOGY                 111

10.1         INTRODUCTION              112

10.2         MACHINE LEARNING     113

10.2.1      DEEP LEARNING               114

10.2.1.1  Rising investments in deep learning research to foster market growth    114

10.2.2      CONVOLUTIONAL NEURAL NETWORKS                115

10.2.2.1  Rising demand for edge-based AI solutions to boost segmental growth    115

10.3         GENERATIVE AI                116

10.3.1      RISING NEED FOR PERSONALIZED AND CUSTOM CONTENT TO SUPPORT MARKET GROWTH        116

11            AI IN COMPUTER VISION MARKET, BY VERTICAL                 118

11.1         INTRODUCTION              119

11.2         AUTOMOTIVE   121

11.2.1      INTEGRATION OF AI IN ADVANCED DRIVER ASSISTANCE SYSTEMS TO BOOST DEMAND        121

11.2.2      ADAS     122

11.2.3      IN-VEHICLE MONITORING SYSTEMS      122

11.2.4      AUTONOMOUS VEHICLES           122

11.3         CONSUMER ELECTRONICS          122

11.3.1      INCREASING ADOPTION OF AUGMENTED REALITY IN CONSUMER ELECTRONICS TO DRIVE MARKET 122

11.3.2      SMARTPHONES AND TABLETS  123

11.3.3      SMART HOME DEVICES 123

11.3.4      AR/VR   124

11.4         HEALTHCARE    124

11.4.1      AI-DRIVEN PATIENT MONITORING AND OUTCOME PREDICTION TO ACCELERATE MARKET GROWTH           124

11.4.2      MEDICAL IMAGING        125

11.4.3      PATIENT MONITORING                125

11.4.4      SURGICAL ASSISTANCE 125

11.5         RETAIL 126

11.5.1      INCREASING FOCUS ON LOSS PREVENTION SOLUTIONS TO FUEL MARKET GROWTH       126

11.5.2      CUSTOMER EXPERIENCE MANAGEMENT              127

11.5.3      INVENTORY MANAGEMENT       127

11.6         SECURITY AND SURVEILLANCE 127

11.6.1      GROWING FOCUS OF RETAIL SECTOR ON INVENTORY MANAGEMENT AND CUSTOMER BEHAVIOR ANALYSIS TO DRIVE MARKET 127

11.6.2      CRIME DETECTION        128

11.6.3      INTRUSION DETECTION              128

11.6.4      LICENSE PLATE RECOGNITION 129

11.7         MANUFACTURING          129

11.7.1      INCREASING DEMAND FOR AUTOMATED ASSEMBLY LINE MONITORING SYSTEMS TO STIMULATE DEMAND                 129

11.7.2      QUALITY INSPECTION  130

11.7.3      PREDICTIVE MAINTENANCE      130

11.8         AGRICULTURE  130

11.8.1      GROWING DEMAND FOR AI-DRIVEN CROP MONITORING SOLUTIONS TO FUEL SEGMENT GROWTH                 130

11.8.2      CROP MONITORING       131

11.8.3      LIVESTOCK MANAGEMENT        131

11.8.4      PRECISION AGRICULTURE           132

11.9         TRANSPORTATION & LOGISTICS              132

11.9.1      GROWING NEED FOR AUTOMATION IN WAREHOUSING AND DISTRIBUTION HUBS TO BOOST SEGMENTAL GROWTH                 132

11.9.2      FLEET MANAGEMENT   133

11.9.3      DRIVER BEHAVIOR ANALYSIS    133

11.9.4      ROUTE OPTIMIZATION 133

11.9.5      INVENTORY TRACKING                 133

11.10       OTHER VERTICALS         134

12            AI IN COMPUTER VISION MARKET, BY OFFERING                 135

12.1         INTRODUCTION              136

12.2         CAMERAS             138

12.2.1      INCREASING INTEGRATION OF AI TECHNOLOGY IN CAMERAS TO DRIVE SEGMENTAL GROWTH        138

12.3         FRAME GRABBERS           138

12.3.1      INCREASING USE OF FRAME GRABBERS FOR REAL-TIME IMAGE PROCESSING TO BOOST DEMAND           138

12.4         OPTICS 139

12.4.1      GROWING IMPORTANCE OF ADVANCED OPTICS IN AUTONOMOUS VEHICLES TO ACCELERATE MARKET GROWTH                 139

12.5         LED LIGHTING 139

12.5.1      EXPANDING APPLICATIONS OF LED LIGHTING IN HEALTHCARE AND MANUFACTURING TO FUEL SEGMENTAL GROWTH             139

12.6         PROCESSORS     139

12.6.1      CPU        140

12.6.1.1  Rising integration of CPUs in edge AI devices to drive market                 140

12.6.2      GPU       141

12.6.2.1  Rapid image processing feature to support market growth                 141

12.6.3      ASIC       141

12.6.3.1  Growing role of ASICs in optimizing AI inference and training to stimulate market growth      141

12.6.4      FPGA     142

12.6.4.1  Surging adoption of FPGAs in edge computing to address latency-related challenges to fuel market growth            142

12.7         AI VISION SOFTWARE    142

12.7.1      INCREASING INVESTMENTS IN AI VISION STARTUPS TO DRIVE MARKET 142

12.8         AI PLATFORMS 143

12.8.1      RISING ADOPTION OF REAL-TIME DATA PROCESSING TECHNOLOGIES TO DRIVE SEGMENTAL GROWTH          143

13            AI IN COMPUTER VISION MARKET, BY REGION 144

13.1         INTRODUCTION              145

13.2         NORTH AMERICA             146

13.2.1      MACROECONOMIC OUTLOOK FOR NORTH AMERICA                 146

13.2.2      US           151

13.2.2.1  Increasing government-led investments and rising AI startups to drive market          151

13.2.3      CANADA               152

13.2.3.1  Strategic government investments in AI infrastructure to fuel market growth       152

13.2.4      MEXICO                153

13.2.4.1  Rising funding for AI infrastructure development to boost demand  153

13.3         EUROPE               154

13.3.1      MACROECONOMIC OUTLOOK FOR EUROPE      154

13.3.2      UK          159

13.3.2.1  Strong government support in AI sector to accelerate market growth    159

13.3.3      GERMANY           160

13.3.3.1  Rising number of AI startups to contribute to market growth                 160

13.3.4      FRANCE                161

13.3.4.1  Government investment in AI champions to fuel market growth                 161

13.3.5      ITALY    162

13.3.5.1  Innovative investments and collaborations between companies to drive market          162

13.3.6      REST OF EUROPE             162

13.4         ASIA PACIFIC     164

13.4.1      MACROECONOMIC OUTLOOK FOR ASIA PACIFIC                 164

13.4.2      CHINA  169

13.4.2.1  Government focus on building AI-based ecosystem to fuel market growth    169

13.4.3      JAPAN   170

13.4.3.1  Development of AI infrastructure and collaboration with tech giants to stimulate market growth     170

13.4.4      SOUTH KOREA  171

13.4.4.1  Innovation in AI software and hardware solutions to drive market growth    171

13.4.5      INDIA    172

13.4.5.1  Government-led AI policies and funding programs to support market growth       172

13.4.6      REST OF ASIA PACIFIC   173

13.5         ROW      174

13.5.1      MACROECONOMIC OUTLOOK FOR ROW              174

13.5.2      MIDDLE EAST   177

13.5.3      INCREASING INVESTMENTS IN DATA CENTERS AND AI RESEARCH PROJECTS TO SPIKE DEMAND            177

13.5.3.1  GCC countries      178

13.5.3.2  Rest of Middle East & Africa               178

13.5.4      AFRICA 179

13.5.4.1  Africa’s launch of continental AI strategy to fuel market growth                 179

13.5.5      SOUTH AMERICA             180

13.5.5.1  Growing number of AI-based computer vision startups to foster market growth       180

14            COMPETITIVE LANDSCAPE         181

14.1         OVERVIEW          181

14.2         KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020–2024                 181

14.3         REVENUE ANALYSIS, 2019–2023  183

14.4         MARKET SHARE ANALYSIS, 2023                 184

14.5         COMPANY VALUATION AND FINANCIAL METRICS                 186

14.6         BRAND/PRODUCT COMPARISON             187

14.7         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023                 188

14.7.1      STARS   188

14.7.2      EMERGING LEADERS     188

14.7.3      PERVASIVE PLAYERS      188

14.7.4      PARTICIPANTS 188

14.7.5      COMPANY FOOTPRINT: KEY PLAYERS, 2023         190

14.7.5.1  Company footprint               190

14.7.5.2  Region footprint   191

14.7.5.3  Offering footprint 192

14.7.5.4  Technology footprint           193

14.7.5.5  Function footprint                194

14.7.5.6  Application footprint            195

14.7.5.7  Vertical footprint  196

14.8         COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023        197

14.8.1      PROGRESSIVE COMPANIES         197

14.8.2      RESPONSIVE COMPANIES            197

14.8.3      DYNAMIC COMPANIES  197

14.8.4      STARTING BLOCKS         197

14.8.5      COMPETITIVE BENCHMARKING: KEY STARTUPS/SMES, 2023        199

14.8.5.1  Detailed list of startups/SMEs           199

14.8.5.2  Competitive benchmarking of key startups/SMEs          200

14.9         COMPETITIVE SCENARIO             201

14.9.1      PRODUCT LAUNCHES   201

14.9.2      DEALS  206

15            COMPANY PROFILES      208

15.1         KEY PLAYERS     208

15.1.1      NVIDIA CORPORATION 208

15.1.1.1  Business overview 208

15.1.1.2  Products/Solutions/Services offered 209

15.1.1.3  Recent developments           210

15.1.1.3.1                Product launches  210

15.1.1.4  MnM view              211

15.1.1.4.1                Key strengths/Right to win 211

15.1.1.4.2                Strategic choices   211

15.1.1.4.3                Weaknesses/Competitive threats       211

15.1.2      MICROSOFT CORPORATION      212

15.1.2.1  Business overview 212

15.1.2.2  Products/Solutions/Services offered 213

15.1.2.3  Recent developments           214

15.1.2.3.1                Product launches  214

15.1.2.3.2                Deals      215

15.1.2.4  MnM view              215

15.1.2.4.1                Key strengths/Right to win 215

15.1.2.4.2                Strategic choices   215

15.1.2.4.3                Weaknesses/Competitive threats       215

15.1.3      ALPHABET INC.                 216

15.1.3.1  Business overview 216

15.1.3.2  Products/Solutions/Services offered 217

15.1.3.3  MnM view              219

15.1.3.3.1                Key strengths/Right to win 219

15.1.3.3.2                Strategic choices   219

15.1.3.3.3                Weaknesses/Competitive threats       219

15.1.4      AMAZON.COM, INC.        220

15.1.4.1  Business overview 220

15.1.4.2  Products/Solutions/Services offered 221

15.1.4.3  Recent developments           222

15.1.4.3.1                Product launches  222

15.1.4.4  MnM view              223

15.1.4.4.1                Key strengths/Right to win 223

15.1.4.4.2                Strategic choices   223

15.1.4.4.3                Weaknesses/Competitive threats       223

15.1.5      INTEL CORPORATION   224

15.1.5.1  Business overview 224

15.1.5.2  Products/Solutions/Services offered 225

15.1.5.3  Recent developments           226

15.1.5.3.1                Product launches  226

15.1.5.4  MnM view              226

15.1.5.4.1                Key strengths/Right to win 226

15.1.5.4.2                Strategic choices   226

15.1.5.4.3                Weaknesses/Competitive threats       227

15.1.6      COGNEX CORPORATION              228

15.1.6.1  Business overview 228

15.1.6.2  Products/Solutions/Services offered 229

15.1.6.3  Recent developments           230

15.1.6.3.1                Product launches  230

15.1.7      QUALCOMM TECHNOLOGIES, INC.         231

15.1.7.1  Business overview 231

15.1.7.2  Products/Solutions/Services offered 232

15.1.7.3  Recent developments           233

15.1.7.3.1                Product launches  233

15.1.7.3.2                Deals      233

15.1.8      SONY GROUP CORPORATION    234

15.1.8.1  Business overview 234

15.1.8.2  Products/Solutions/Services offered 235

15.1.8.3  Recent developments           236

15.1.8.3.1                Product launches  236

15.1.9      OMRON CORPORATION                237

15.1.9.1  Business overview 237

15.1.9.2  Products/Solutions/Services offered 239

15.1.9.3  Recent developments           239

15.1.9.3.1                Product launches  239

15.1.9.3.2                Deals      240

15.1.10   KEYENCE CORPORATION             241

15.1.10.1                 Business overview 241

15.1.10.2                 Products/Solutions/Services offered 242

15.1.10.3                 Recent developments           243

15.1.10.3.1             Product launches  243

15.1.11   SICK AG                244

15.1.11.1                 Business overview 244

15.1.11.2                 Products/Solutions/Services offered 246

15.1.11.3                 Recent developments           247

15.1.11.3.1             Product launches  247

15.1.11.3.2             Deals      247

15.1.12   TELEDYNE TECHNOLOGIES INCORPORATED    248

15.1.12.1                 Business overview 248

15.1.12.2                 Products/Solutions/Services offered 250

15.1.12.3                 Recent developments           251

15.1.12.3.1             Product launches  251

15.1.12.3.2             Deals      251

15.1.13   TEXAS INSTRUMENTS INCORPORATED 252

15.1.13.1                 Business overview 252

15.1.13.2                 Products/Solutions/Services offered 254

15.1.13.3                 Recent developments           255

15.1.13.3.1             Product launches  255

15.1.13.3.2             Deals      255

15.1.14   BASLER AG          256

15.1.14.1                 Business overview 256

15.1.14.2                 Products/Solutions/Services offered 257

15.1.14.3                 Recent developments           258

15.1.14.3.1             Product launches  258

15.1.14.3.2             Deals      259

15.1.15   HAILO TECHNOLOGIES LTD      260

15.1.15.1                 Business overview 260

15.1.15.2                 Products/Solutions/Services offered 261

15.1.15.3                 Recent developments           261

15.1.15.3.1             Product launches  261

15.1.15.3.2             Deals      262

15.2         OTHER PLAYERS              263

15.2.1      SIGHTHOUND, INC.        263

15.2.2      NEURALA, INC. 264

15.2.3      DATAGEN TECHNOLOGIES         265

15.2.4      GRAPHCORE      266

15.2.5      ROBOTIC VISION TECHNOLOGIES INC. 267

15.2.6      CUREMETRIX, INC.          268

15.2.7      SNORKEL AI, INC.             269

15.2.8      AMP       270

15.2.9      VISO.AI 271

15.2.10   LANDINGAI        272

16            APPENDIX           273

16.1         DISCUSSION GUIDE        273

16.2         KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL                276

16.3         CUSTOMIZATION OPTIONS        278

16.4         RELATED REPORTS         278

16.5         AUTHOR DETAILS           279

LIST OF TABLES

TABLE 1                RISK ANALYSIS  43

TABLE 2                ROLE OF COMPANIES IN AI IN COMPUTER VISION ECOSYSTEM       60

TABLE 3                AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2024 (USD)  62

TABLE 4                PORTER’S FIVE FORCES ANALYSIS           65

TABLE 5                INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 VERTICALS               68

TABLE 6                KEY BUYING CRITERIA FOR TOP THREE VERTICALS         68

TABLE 7                IMPORT DATA FOR HS CODE 8471-COMPLIANT PRODUCTS, BY COUNTRY,

2019–2023 (USD MILLION)            73

TABLE 8                EXPORT DATA FOR HS CODE 8471-COMPLIANT PRODUCTS, BY COUNTRY,

2019–2023 (USD MILLION)            74

TABLE 9                LIST OF KEY PATENTS, 2020–2024              74

TABLE 10              LIST OF KEY CONFERENCES AND EVENTS, 2024–2025        79

TABLE 11              NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 80

TABLE 12              EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           81

TABLE 13              ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 82

TABLE 14              ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           82

TABLE 15              STANDARDS AND REGULATIONS IN NORTH AMERICA             83

TABLE 16              STANDARDS AND REGULATIONS IN EUROPE                 83

TABLE 17              STANDARDS AND REGULATIONS IN ASIA PACIFIC                84

TABLE 18              STANDARDS AND REGULATIONS IN ROW                 84

TABLE 19              AI IN COMPUTER VISION MARKET, BY APPLICATION, 2021–2024 (USD MILLION)              91

TABLE 20              AI IN COMPUTER VISION MARKET, BY APPLICATION, 2025–2030 (USD MILLION)              92

TABLE 21              QUALITY ASSURANCE & INSPECTION: AI IN COMPUTER VISION MARKET,

BY REGION, 2021–2024 (USD MILLION)   93

TABLE 22              QUALITY ASSURANCE & INSPECTION: AI IN COMPUTER VISION MARKET,

BY REGION, 2025–2030 (USD MILLION)   93

TABLE 23              MEASUREMENT: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            95

TABLE 24              MEASUREMENT: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            95

TABLE 25              IDENTIFICATION: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            96

TABLE 26              IDENTIFICATION: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            96

TABLE 27              PREDICTIVE MAINTENANCE: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            98

TABLE 28              PREDICTIVE MAINTENANCE: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            98

TABLE 29              POSITIONING & GUIDANCE: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            99

TABLE 30              POSITIONING & GUIDANCE: AI IN COMPUTER VISION MARKET, BY REGION,

BY REGION, 2025–2030 (USD MILLION)   99

TABLE 31              AI IN COMPUTER VISION MARKET, BY FUNCTION, 2021–2024 (USD MILLION)   102

TABLE 32              AI IN COMPUTER VISION MARKET, BY FUNCTION, 2025–2030 (USD MILLION)   102

TABLE 33              TRAINING: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            103

TABLE 34              TRAINING: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            104

TABLE 35              NORTH AMERICA: AI IN COMPUTER VISION MARKET FOR TRAINING, BY COUNTRY, 2021–2024 (USD MILLION)            104

TABLE 36              NORTH AMERICA: AI IN COMPUTER VISION MARKET FOR TRAINING, BY COUNTRY, 2025–2030 (USD MILLION)            104

TABLE 37              EUROPE: AI IN COMPUTER VISION MARKET FOR TRAINING, BY COUNTRY,

2021–2024 (USD MILLION)            104

TABLE 38              EUROPE: AI IN COMPUTER VISION MARKET FOR TRAINING, BY COUNTRY,

2025–2030 (USD MILLION)            105

TABLE 39              ASIA PACIFIC: AI IN COMPUTER VISION MARKET FOR TRAINING, BY COUNTRY, 2021–2024 (USD MILLION)            105

TABLE 40              ASIA PACIFIC: AI IN COMPUTER VISION MARKET FOR TRAINING, BY COUNTRY, 2025–2030 (USD MILLION)            105

TABLE 41              ROW: AI IN COMPUTER VISION MARKET FOR TRAINING, BY REGION,

2021–2024 (USD MILLION)            106

TABLE 42              ROW: AI IN COMPUTER VISION MARKET FOR TRAINING, BY REGION,

2025–2030 (USD MILLION)            106

TABLE 43              INFERENCE: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            107

TABLE 44              INFERENCE: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            107

TABLE 45              NORTH AMERICA: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY COUNTRY, 2021–2024 (USD MILLION)            107

TABLE 46              NORTH AMERICA: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY COUNTRY, 2025–2030 (USD MILLION)            108

TABLE 47              EUROPE: AI IN COMPUTER VISION MARKET FOR INFERENCE BY COUNTRY,

2021–2024 (USD MILLION)            108

TABLE 48              EUROPE: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY COUNTRY,

2025–2030 (USD MILLION)            108

TABLE 49              ASIA PACIFIC: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY COUNTRY, 2021–2024 (USD MILLION)            109

TABLE 50              ASIA PACIFIC: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY COUNTRY, 2025–2030 (USD MILLION)            109

TABLE 51              ROW: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY REGION,

2021–2024 (USD MILLION)            109

TABLE 52              ROW: AI IN COMPUTER VISION MARKET FOR INFERENCE, BY REGION,

2025–2030 (USD MILLION)            110

TABLE 53              AI IN COMPUTER VISION MARKET, BY TECHNOLOGY, 2021–2024 (USD MILLION)            112

TABLE 54              AI IN COMPUTER VISION MARKET, BY TECHNOLOGY, 2025–2030 (USD MILLION)            112

TABLE 55              MACHINE LEARNING: AI IN COMPUTER VISION MARKET, BY TYPE,

2021–2024 (USD MILLION)            113

TABLE 56              MACHINE LEARNING: AI IN COMPUTER VISION MARKET, BY TYPE,

2025–2030 (USD MILLION)            113

TABLE 57              MACHINE LEARNING: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            114

TABLE 58              MACHINE LEARNING: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            114

TABLE 59              DEEP LEARNING: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            115

TABLE 60              DEEP LEARNING: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            115

TABLE 61              CONVOLUTIONAL NEURAL NETWORKS: AI IN COMPUTER VISION MARKET,

BY REGION, 2021–2024 (USD MILLION)   116

TABLE 62              CONVOLUTIONAL NEURAL NETWORKS: AI IN COMPUTER VISION MARKET,

BY REGION, 2025–2030 (USD MILLION)   116

TABLE 63              GENERATIVE AI: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            117

TABLE 64              GENERATIVE AI: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            117

TABLE 65              AI IN COMPUTER VISION MARKET, BY VERTICAL, 2021–2024 (USD MILLION)     120

TABLE 66              AI IN COMPUTER VISION MARKET, BY VERTICAL, 2025–2030 (USD MILLION)     120

TABLE 67              AI IN COMPUTER VISION MARKET FOR AUTOMOTIVE, BY REGION,

2021–2024 (USD MILLION)            121

TABLE 68              AI IN COMPUTER VISION MARKET, FOR AUTOMOTIVE, BY REGION,

2025–2030 (USD MILLION)            121

TABLE 69              CONSUMER ELECTRONICS: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            123

TABLE 70              CONSUMER ELECTRONICS: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            123

TABLE 71              HEALTHCARE: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            124

TABLE 72              HEALTHCARE: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            125

TABLE 73              RETAIL: AI IN COMPUTER VISION MARKET, BY REGION, 2021–2024 (USD MILLION)          126

TABLE 74              RETAIL: AI IN COMPUTER VISION MARKET, BY REGION, 2025–2030 (USD MILLION)          126

TABLE 75              SECURITY & SURVEILLANCE: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            128

TABLE 76              SECURITY & SURVEILLANCE: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            128

TABLE 77              MANUFACTURING: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            129

TABLE 78              MANUFACTURING: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            130

TABLE 79              AGRICULTURE: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            131

TABLE 80              AGRICULTURE: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            131

TABLE 81              TRANSPORTATION & LOGISTICS: AI IN COMPUTER VISION MARKET, BY REGION, 2021–2024 (USD MILLION)            132

TABLE 82              TRANSPORTATION & LOGISTICS: AI IN COMPUTER VISION MARKET, BY REGION, 2025–2030 (USD MILLION)            133

TABLE 83              OTHER VERTICALS: AI IN COMPUTER VISION MARKET, BY REGION,

2021–2024 (USD MILLION)            134

TABLE 84              OTHER VERTICALS: AI IN COMPUTER VISION MARKET, BY REGION,

2025–2030 (USD MILLION)            134

TABLE 85              AI IN COMPUTER VISION MARKET, BY OFFERING, 2021–2024 (USD MILLION)     136

TABLE 86              AI IN COMPUTER VISION MARKET, BY OFFERING, 2025–2030 (USD MILLION)     137

TABLE 87              SHIPMENT DATA: AI IN COMPUTER VISION MARKET, BY OFFERING,

2021–2024 (THOUSAND UNITS)  137

TABLE 88              SHIPMENT DATA: AI IN COMPUTER VISION MARKET, BY OFFERING,

2025–2030 (THOUSAND UNITS)  137

TABLE 89              PROCESSORS: AI IN COMPUTER VISION MARKET, BY TYPE,

2021–2024 (USD MILLION)            140

TABLE 90              PROCESSORS: AI IN COMPUTER VISION MARKET, BY TYPE,

2025–2030 (USD MILLION)            140

TABLE 91              AI IN COMPUTER VISION MARKET, BY REGION, 2021–2024 (USD MILLION)            145

TABLE 92              AI IN COMPUTER VISION MARKET, BY REGION, 2025–2030 (USD MILLION)            146

TABLE 93              NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            148

TABLE 94              NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            148

TABLE 95              NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY VERTICAL,

2021–2024 (USD MILLION)            148

TABLE 96              NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY VERTICAL,

2025–2030 (USD MILLION)            149

TABLE 97              NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2021–2024 (USD MILLION)            149

TABLE 98              NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2025–2030 (USD MILLION)            149

TABLE 99              NORTH AMERICA: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING,

BY TYPE, 2021–2024 (USD MILLION)         150

TABLE 100            NORTH AMERICA: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING,

BY TYPE, 2025–2030 (USD MILLION)         150

TABLE 101            NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            150

TABLE 102            NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            150

TABLE 103            NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            151

TABLE 104            NORTH AMERICA: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            151

TABLE 105            US: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2021–2024 (USD MILLION)   152

TABLE 106            US: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2025–2030 (USD MILLION)   152

TABLE 107            CANADA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            153

TABLE 108            CANADA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            153

TABLE 109            MEXICO: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            154

TABLE 110            MEXICO: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            154

TABLE 111            EUROPE: AI IN COMPUTER VISION MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            156

TABLE 112            EUROPE: AI IN COMPUTER VISION MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            156

TABLE 113            EUROPE: AI IN COMPUTER VISION MARKET, BY VERTICAL,

2021–2024 (USD MILLION)            156

TABLE 114            EUROPE: AI IN COMPUTER VISION MARKET, BY VERTICAL,

2025–2030 (USD MILLION)            157

TABLE 115            EUROPE: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2021–2024 (USD MILLION)            157

TABLE 116            EUROPE: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2025–2030 (USD MILLION)            157

TABLE 117            EUROPE: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING, BY TYPE, 2021–2024 (USD MILLION)                 158

TABLE 118            EUROPE: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING, BY TYPE, 2025–2030 (USD MILLION)                 158

TABLE 119            EUROPE: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            158

TABLE 120            EUROPE: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            158

TABLE 121            EUROPE: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            159

TABLE 122            EUROPE: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            159

TABLE 123            UK: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2021–2024 (USD MILLION)   160

TABLE 124            UK: AI IN COMPUTER VISION MARKET, BY FUNCTION, 2025–2030 (USD MILLION)   160

TABLE 125            GERMANY: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            160

TABLE 126            GERMANY: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            161

TABLE 127            FRANCE: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            161

TABLE 128            FRANCE: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            161

TABLE 129            ITALY: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            162

TABLE 130            ITALY: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            162

TABLE 131            REST OF EUROPE: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            163

TABLE 132            REST OF EUROPE: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            163

TABLE 133            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            166

TABLE 134            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            166

TABLE 135            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY VERTICAL,

2021–2024 (USD MILLION)            166

TABLE 136            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY VERTICAL,

2025–2030 (USD MILLION)            167

TABLE 137            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2021–2024 (USD MILLION)            167

TABLE 138            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2025–2030 (USD MILLION)            167

TABLE 139            ASIA PACIFIC: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING,

BY TYPE, 2021–2024 (USD MILLION)         168

TABLE 140            ASIA PACIFIC: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING,

BY TYPE, 2025–2030 (USD MILLION)         168

TABLE 141            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            168

TABLE 142            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            168

TABLE 143            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            169

TABLE 144            ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            169

TABLE 145            CHINA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            170

TABLE 146            CHINA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            170

TABLE 147            JAPAN: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            170

TABLE 148            JAPAN: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            171

TABLE 149            SOUTH KOREA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            171

TABLE 150            SOUTH KOREA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            172

TABLE 151            INDIA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            172

TABLE 152            INDIA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            172

TABLE 153            REST OF ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            173

TABLE 154            REST OF ASIA PACIFIC: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            173

TABLE 155            ROW: AI IN COMPUTER VISION MARKET, BY REGION, 2021–2024 (USD MILLION)          174

TABLE 156            ROW: AI IN COMPUTER VISION MARKET, BY REGION, 2025–2030 (USD MILLION)          174

TABLE 157            ROW: AI IN COMPUTER VISION MARKET, BY VERTICAL, 2021–2024 (USD MILLION)     175

TABLE 158            ROW: AI IN COMPUTER VISION MARKET, BY VERTICAL, 2025–2030 (USD MILLION)     175

TABLE 159            ROW: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2021–2024 (USD MILLION)            175

TABLE 160            ROW: AI IN COMPUTER VISION MARKET, BY TECHNOLOGY,

2025–2030 (USD MILLION)            176

TABLE 161            ROW: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING, BY TYPE,

2021–2024 (USD MILLION)            176

TABLE 162            ROW: AI IN COMPUTER VISION MARKET FOR MACHINE LEARNING, BY TYPE,

2025–2030 (USD MILLION)            176

TABLE 163            ROW: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            176

TABLE 164            ROW: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            176

TABLE 165            ROW: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            177

TABLE 166            ROW: AI IN COMPUTER VISION MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            177

TABLE 167            MIDDLE EAST: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            178

TABLE 168            MIDDLE EAST: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            178

TABLE 169            AFRICA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            179

TABLE 170            AFRICA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            179

TABLE 171            SOUTH AMERICA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            180

TABLE 172            SOUTH AMERICA: AI IN COMPUTER VISION MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            180

TABLE 173            OVERVIEW OF STRATEGIES ADOPTED BY MAJOR COMPANIES,

JANUARY 2020–NOVEMBER 2024                 181

TABLE 174            AI IN COMPUTER VISION MARKET: DEGREE OF COMPETITION, 2023       184

TABLE 175            AI IN COMPUTER VISION MARKET: REGION FOOTPRINT       191

TABLE 176            AI IN COMPUTER VISION MARKET: OFFERING FOOTPRINT       192

TABLE 177            AI IN COMPUTER VISION MARKET: TECHNOLOGY FOOTPRINT        193

TABLE 178            AI IN COMPUTER VISION MARKET: FUNCTION FOOTPRINT       194

TABLE 179            AI IN COMPUTER VISION MARKET: APPLICATION FOOTPRINT         195

TABLE 180            AI IN COMPUTER VISION MARKET: VERTICAL FOOTPRINT       196

TABLE 181            AI IN COMPUTER VISION MARKET: LIST OF KEY STARTUPS/SMES              199

TABLE 182            AI IN COMPUTER VISION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES                 200

TABLE 183            AI IN COMPUTER VISION MARKET: PRODUCT LAUNCHES,

JANUARY 2020–NOVEMBER 2024                 201

TABLE 184            AI IN COMPUTER VISION MARKETS MARKET: DEALS,

JANUARY 2020–NOVEMBER 2024                 206

TABLE 185            NVIDIA CORPORATION: COMPANY OVERVIEW                 208

TABLE 186            NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    209

TABLE 187            NVIDIA CORPORATION: PRODUCT LAUNCHES                 210

TABLE 188            MICROSOFT CORPORATION: COMPANY OVERVIEW          212

TABLE 189            MICROSOFT CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    213

TABLE 190            MICROSOFT CORPORATION: PRODUCT LAUNCHES          214

TABLE 191            MICROSOFT CORPORATION: DEALS      215

TABLE 192            ALPHABET INC.: COMPANY OVERVIEW 216

TABLE 193            ALPHABET INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    217

TABLE 194            AMAZON.COM, INC.: COMPANY OVERVIEW                 220

TABLE 195            AMAZON.COM, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    221

TABLE 196            AMAZON.COM, INC.: PRODUCT LAUNCHES                 222

TABLE 197            INTEL CORPORATION: COMPANY OVERVIEW                 224

TABLE 198            INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    225

TABLE 199            INTEL CORPORATION: PRODUCT LAUNCHES                 226

TABLE 200            COGNEX CORPORATION: COMPANY OVERVIEW                 228

TABLE 201            COGNEX CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    229

TABLE 202            COGNEX CORPORATION: PRODUCT LAUNCHES                 230

TABLE 203            QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW          231

TABLE 204            QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    232

TABLE 205            QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES          233

TABLE 206            QUALCOMM TECHNOLOGIES, INC.: DEALS                 233

TABLE 207            SONY GROUP CORPORATION: COMPANY OVERVIEW          234

TABLE 208            SONY GROUP CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    235

TABLE 209            SONY GROUP CORPORATION: PRODUCT LAUNCHES          236

TABLE 210            OMRON CORPORATION: COMPANY OVERVIEW                 237

TABLE 211            OMRON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    239

TABLE 212            OMRON CORPORATION: PRODUCT LAUNCHES                 239

TABLE 213            OMRON CORPORATION: DEALS                240

TABLE 214            KEYENCE CORPORATION: COMPANY OVERVIEW          241

TABLE 215            KEYENCE CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    242

TABLE 216            KEYENCE CORPORATION: PRODUCT LAUNCHES          243

TABLE 217            SICK AG: COMPANY OVERVIEW 244

TABLE 218            SICK AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED             246

TABLE 219            SICK AG: PRODUCT LAUNCHES 247

TABLE 220            SICK AG: DEALS                247

TABLE 221            TELEDYNE TECHNOLOGIES INCORPORATED: COMPANY OVERVIEW   248

TABLE 222            TELEDYNE TECHNOLOGIES INCORPORATED:

PRODUCTS/SOLUTIONS/SERVICES OFFERED    250

TABLE 223            TELEDYNE TECHNOLOGIES INCORPORATED: PRODUCT LAUNCHES   251

TABLE 224            TELEDYNE TECHNOLOGIES: DEALS       251

TABLE 225            TEXAS INSTRUMENTS INCORPORATED: COMPANY OVERVIEW   252

TABLE 226            TEXAS INSTRUMENTS INCORPORATED: PRODUCTS/SOLUTIONS/SERVICES OFFERED    254

TABLE 227            TEXAS INSTRUMENTS INCORPORATED: PRODUCT LAUNCHES   255

TABLE 228            TEXAS INSTRUMENTS INCORPORATED: DEALS                 255

TABLE 229            BASLER AG: COMPANY OVERVIEW          256

TABLE 230            BASLER AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED             257

TABLE 231            BASLER AG: PRODUCT LAUNCHES          258

TABLE 232            BASLER AG: DEALS          259

TABLE 233            HAILO TECHNOLOGIES LTD: COMPANY OVERVIEW          260

TABLE 234            HAILO TECHNOLOGIES LTD: PRODUCTS/SOLUTIONS/SERVICES OFFERED    261

TABLE 235            HAILO TECHNOLOGIES LTD: PRODUCT LAUNCHES          261

TABLE 236            HAILO TECHNOLOGIES LTD: DEALS      262

TABLE 237            SIGHTHOUND, INC.: COMPANY OVERVIEW                 263

TABLE 238            NEURALA, INC.: COMPANY OVERVIEW  264

TABLE 239            DATAGEN TECHNOLOGIES: COMPANY OVERVIEW          265

TABLE 240            GRAPHCORE: COMPANY OVERVIEW       266

TABLE 241            ROBOTIC VISION TECHNOLOGIES INC.: COMPANY OVERVIEW   267

TABLE 242            CUREMETRIX, INC.: COMPANY OVERVIEW                 268

TABLE 243            SNORKEL AI, INC.: COMPANY OVERVIEW                 269

TABLE 244            AMP: COMPANY OVERVIEW        270

TABLE 245            VISO.AI: COMPANY OVERVIEW 271

TABLE 246            LANDINGAI: COMPANY OVERVIEW         272

LIST OF FIGURES

FIGURE 1              AI IN COMPUTER VISION MARKET: RESEARCH DESIGN                33

FIGURE 2              MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS                 39

FIGURE 3              MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 (SUPPLY-SIDE)—IDENTIFICATION OF REVENUE GENERATED BY COMPANIES FROM SALES OF

AI IN COMPUTER VISION SOLUTIONS    39

FIGURE 4              MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH              40

FIGURE 5              MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH                41

FIGURE 6              MARKET BREAKDOWN AND DATA TRIANGULATION             42

FIGURE 7              MACHINE LEARNING SEGMENT TO LEAD AI IN COMPUTER VISION MARKET FROM 2025 TO 2030              45

FIGURE 8              INFERENCE SEGMENT TO CAPTURE LARGER MARKET IN 2025                46

FIGURE 9              CONSUMER ELECTRONICS SEGMENT TO SECURE LARGEST MARKET SHARE BETWEEN 2025 AND 2030                 47

FIGURE 10            NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF AI IN COMPUTER VISION MARKET IN 2025      48

FIGURE 11            GROWING DEMAND FOR AUTOMATION ACROSS INDUSTRIES TO BOOST AI IN COMPUTER VISION PLATFORM ADOPTION 49

FIGURE 12            US AND CONSUMER ELECTRONICS VERTICAL TO HOLD LARGEST SHARE OF

NORTH AMERICAN AI IN COMPUTER VISION MARKET IN 2025                 50

FIGURE 13            CONSUMER ELECTRONICS VERTICAL TO ACCOUNT FOR LARGEST SHARE OF

AI IN COMPUTER VISION MARKET IN 2025            50

FIGURE 14            CHINA TO BE FASTEST-GROWING MARKET GLOBALLY FROM 2025 TO 2030  51

FIGURE 15            DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES    52

FIGURE 16            IMPACT ANALYSIS: DRIVERS      53

FIGURE 17            IMPACT ANALYSIS: RESTRAINTS               54

FIGURE 18            IMPACT ANALYSIS: OPPORTUNITIES     55

FIGURE 19            IMPACT ANALYSIS: CHALLENGES             56

FIGURE 20            VALUE CHAIN ANALYSIS               57

FIGURE 21            AI IN COMPUTER VISION ECOSYSTEM   59

FIGURE 22            TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS   61

FIGURE 23            AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2024                 62

FIGURE 24            AVERAGE SELLING PRICE TREND OF AI CAMERAS, 2021–2023       63

FIGURE 25            AVERAGE SELLING PRICE TREND OF AI CAMERAS, BY REGION, 2021–2023               63

FIGURE 26            PORTER’S FIVE FORCES ANALYSIS           66

FIGURE 27            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 VERTICALS               67

FIGURE 28            KEY BUYING CRITERIA FOR TOP THREE VERTICALS         68

FIGURE 29            INVESTMENT AND FUNDING SCENARIO, 2019–2023        71

FIGURE 30            IMPORT DATA FOR HS CODE 8471-COMPLIANT PRODUCTS FOR TOP 5 COUNTRIES, 2019–2023   72

FIGURE 31            EXPORT DATA FOR HS CODE 8471-COMPLIANT PRODUCTS FOR TOP 5 COUNTRIES, 2019–2023   73

FIGURE 32            PATENTS APPLIED AND GRANTED, 2013–2024                 78

FIGURE 33            QUALITY ASSURANCE AND INSPECTION TO HOLD LARGEST SHARE OF AI IN COMPUTER VISION MARKET IN 2030        91

FIGURE 34            INFERENCE SEGMENT TO ACCOUNT FOR MAJORITY OF MARKET SHARE IN 2030   102

FIGURE 35            MACHINE LEARNING SEGMENT TO ACCOUNT FOR LARGER MARKET

SHARE IN 2030   112

FIGURE 36            CONSUMER ELECTRONICS VERTICAL TO HOLD LARGEST SHARE OF

AI IN COMPUTER VISION MARKET IN 2030            119

FIGURE 37            AI VISION SOFTWARE SEGMENT TO DOMINATE AI IN COMPUTER VISION MARKET THROUGHOUT FORECAST PERIOD                136

FIGURE 38            ASIA PACIFIC TO DOMINATE AI IN COMPUTER VISION MARKET DURING FORECAST PERIOD    145

FIGURE 39            NORTH AMERICA: AI IN COMPUTER VISION MARKET SNAPSHOT       147

FIGURE 40            EUROPE: AI IN COMPUTER VISION MARKET SNAPSHOT          155

FIGURE 41            ASIA PACIFIC: AI IN COMPUTER VISION MARKET SNAPSHOT       165

FIGURE 42            REVENUE ANALYSIS OF KEY PLAYERS IN AI IN COMPUTER VISION MARKET,

2019–2023              183

FIGURE 43            MARKET SHARE ANALYSIS OF MAJOR PLAYERS, 2023        185

FIGURE 44            COMPANY VALUATION, 2024      186

FIGURE 45            FINANCIAL METRICS (EV/EBITDA), 2024                 187

FIGURE 46            BRAND/PRODUCT COMPARISON             187

FIGURE 47            AI IN COMPUTER VISION MARKET: COMPANY EVALUATION MATRIX

(KEY PLAYERS), 2023       189

FIGURE 48            AI IN COMPUTER VISION MARKET: COMPANY FOOTPRINT       190

FIGURE 49            AI IN COMPUTER VISION MARKET: COMPANY EVALUATION MATRIX (SMES/STARTUPS), 2023 198

FIGURE 50            NVIDIA CORPORATION: COMPANY SNAPSHOT                 209

FIGURE 51            MICROSOFT CORPORATION: COMPANY SNAPSHOT          213

FIGURE 52            ALPHABET INC.: COMPANY SNAPSHOT 217

FIGURE 53            AMAZON.COM, INC.: COMPANY SNAPSHOT                 221

FIGURE 54            INTEL CORPORATION: COMPANY SNAPSHOT                 225

FIGURE 55            COGNEX CORPORATION: COMPANY SNAPSHOT          229

FIGURE 56            QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT          232

FIGURE 57            SONY GROUP CORPORATION: COMPANY SNAPSHOT          235

FIGURE 58            OMRON CORPORATION: COMPANY SNAPSHOT                 238

FIGURE 59            KEYENCE CORPORATION: COMPANY SNAPSHOT          242

FIGURE 60            SICK AG: COMPANY SNAPSHOT                 245

FIGURE 61            TELEDYNE TECHNOLOGIES INCORPORATED: COMPANY SNAPSHOT   249

FIGURE 62            TEXAS INSTRUMENTS INCORPORATED: COMPANY SNAPSHOT   253

FIGURE 63            BASLER AG: COMPANY SNAPSHOT          257


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