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 |
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.

“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.

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.

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