Vision Transformers Market by Offering (Solutions, Professional Services), Application (Image Segmentation, Object Detection, Image Captioning), Vertical (Media & Entertainment, Retail & eCommerce, Automotive) and Region - Global Forecast to 2028

Vision Transformers Market by Offering (Solutions, Professional Services), Application (Image Segmentation, Object Detection, Image Captioning), Vertical (Media & Entertainment, Retail & eCommerce, Automotive) and Region - Global Forecast to 2028



The market size of the vision transformers market is projected to grow from USD 0.2 billion in 2023 to USD 1.2 billion by 2028 at a CAGR of 34.2% during the forecast period. The vision transformers market represents an exciting frontier in AI and computer vision, potentially transforming industries and improving image understanding and analysis.

“As per solution, the hardware segment holds the highest CAGR during the forecast period.”

The vision transformation market by solution bifurcates into hardware and software. During the forecast period, 2023-2028, the hardware segment holds the highest CAGR. Hardware plays a critical role in enabling the efficient execution of computationally intensive tasks related to computer vision. Hardware often includes specialized processing units, such as Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs), which help accelerate the training and inference of deep learning models, including vision transformers. These processing units are optimized for handling large-scale matrix operations, making them essential for the high computational demands of vision transformers. Central Processing Units (CPUs) are also crucial hardware components, mainly for handling various tasks in the computer vision pipeline.

“As per vertical, the automotive vertical holds the highest CAGR during the forecast period.”

The verticals studied in the report are retail & e-commerce, automotive, government & defense, media & entertainment, healthcare & life sciences, and other verticals (education & agriculture). During the forecast period, 2023-2028, the automotive vertical segment holds the highest CAGR. The automotive vertical is experiencing a significant transformation by adopting vision transformers in the market. Vision transformers, a class of neural network architecture, play a pivotal role in enhancing vehicle perception, safety, and automation. Vision transformers are at the forefront of autonomous driving technology, enabling vehicles to perceive and interpret their surroundings. They process sensor data, including images from cameras, LiDAR, and radar, to make real-time driving decisions. Vision transformers are essential for ADAS features, such as adaptive cruise control, lane-keeping, automatic emergency braking, and parking assistance, enhancing vehicle safety.

“As per region, Europe holds the second-largest market share during the forecast period.”

The vision transformers market includes an analysis of five regions. Europe holds the second-largest market share in 2023 and will have similar dominance over the forecast period. Europe has diverse business needs, as several large retailers and manufacturing companies demand robust and scalable IT infrastructure solutions. The region has always been a challenging market for cloud providers due to the stringent regulations and security standards about user data privacy. Europe has been at the forefront of data protection regulations, particularly implementing the General Data Protection Regulation (GDPR). GDPR emphasizes the need for data privacy, security, and protection of individuals’ data. The region has well-established providers of image sensors and image-processing algorithms, software for machine vision products designed for industrial applications. The automation level and the adoption rate of machine vision products are rapidly increasing, particularly in deep learning and neural networks, which have enabled machines to recognize and interpret images and video data with greater accuracy and speed.

The breakup of the profiles of the primary respondents is below:

By Company: Tier I: 30%, Tier II: 45%, and Tier III: 25%

By Designation: C-Level Executives: 50%, Director Level: 35%, and Others: 15%

By Region: North America: 50%, Asia Pacific: 15%, Europe: 30%, Rest of World: 5%

Note: Others include sales managers, marketing managers, and product managers

Note: The rest of the World consists of the Middle East & Africa, and Latin America

Note: Tier 1 companies have revenues of more than USD 100 million; tier 2 companies’ revenue ranges from USD 10 million to USD 100 million; and tier 3 companies’ revenue is less than 10 million

Source: Secondary Literature, Expert Interviews, and MarketsandMarkets Analysis

The key technology vendors in the market include Google (US), OpenAI (US), Meta (US), AWS (US), NVIDIA Corporation (US), LeewayHertz (US), Synopsys (US), Hugging Face (US), Microsoft (US), Qualcomm (US), Intel (US), Clarifai (US), Quadric (US), Viso.ai (Switzerland), Deci (Israel), and V7 Labs (UK). Most key players have adopted partnerships and product developments to cater to the demand for vision transformers.

Research coverage:

The market study covers the vision transformers market across segments. The study aims to estimate the market size and the growth potential of the vision transformers market across different market segments, including offering, application, verticals, and region analysis. It includes an in-depth competitive intelligence analysis of the key players in the market, company profiles, observations related to products, services, business offerings, recent developments, and key market strategies.

Reasons to buy this report:

The report provides insights on the following pointers:

Analysis of key drivers (Need for image recognition in the automotive industry, Transfer learning plays a crucial role in the adoption of ViTs, Technology advancements boost the demand for image recognition among CPG and retail companies, Growing impact of AI in machine vision, Attention mechanism drives the market growth), restraints (Concerns related to high computational intensity and resource requirements, High installation cost of image recognition solutions, Data annotation and privacy concerns), opportunities (Increase in the demand for big data analytics, Integration of AI capabilities with image recognition solutions, Development of machine learning about vision technology)and challenges (Challenge related to large scale data requirements, Regulatory compliance challenge) influencing the growth of the vision transformers market.

Product Development/Innovation: Detailed insights on the latest technologies in the vision transformers market

Market Development: In-depth information about lucrative markets – the report analyses the vision transformers market across various regions.

Market Diversification: Comprehensive information about new products & services, recent developments, untapped geographies, and investments in the vision transformers market.

Competitive Assessment: Detailed assessment of growth strategies, market shares, and solution offerings of leading players. The critical technology vendors in the market include Google (US), OpenAI (US), Meta (US), AWS (US), and NVIDIA Corporation (US), among others, in the vision transformers market.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
    • STUDY SCOPE
      • MARKET SEGMENTATION
      • INCLUSIONS & EXCLUSIONS
      • REGIONS COVERED
    • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2018-2022
    • STAKEHOLDERS
    • RECESSION IMPACT
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
      • MARKET SIZE ESTIMATION METHODOLOGIES
    • MARKET BREAKUP AND DATA TRIANGULATION
    • IMPACT OF RECESSION ON GLOBAL VISION TRANSFORMERS MARKET
    • RESEARCH ASSUMPTIONS
    • LIMITATIONS AND RISK ASSESSMENT
  • EXECUTIVE SUMMARY
    • Table VISION TRANSFORMERS MARKET SIZE AND GROWTH, 2022-2028 (USD MILLION, Y-O-Y GROWTH)
  • PREMIUM INSIGHTS
    • OPPORTUNITIES FOR PLAYERS IN VISION TRANSFORMERS MARKET
    • VISION TRANSFORMERS MARKET, BY OFFERING
    • VISION TRANSFORMERS MARKET, BY APPLICATION
    • VISION TRANSFORMERS MARKET, BY VERTICAL
    • VISION TRANSFORMERS MARKET: REGIONAL SCENARIO
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • CASE STUDY ANALYSIS
      • PUBLIC SECTOR COMPANY DEPLOYED DECI'S AUTO NAC ENGINE TO ACCELERATE PRODUCT DEVELOPMENT
      • LEEWAYHERTZ TEAMED UP WITH WINE COMPANY TO HELP CUSTOMERS MAKE INFORMED CHOICES ABOUT BUYING WINE
      • HYUNDAI DEPLOYED AMAZON SAGEMAKER'S SOLUTIONS TO OPTIMIZE TRAINING AND DEVELOPMENT
      • GENMAB ADOPTED V7'S SOLUTIONS TO STREAMLINE DATA ANNOTATION PROCESSES
      • CELGENE ADOPTED AMAZON SAGEMAKER AND NVIDIA GPUS TO ACCELERATE ALGORITHM DEVELOPMENT, ALLOWING RESEARCHERS TO FOCUS ON CORE TASKS
    • SUPPLY CHAIN ANALYSIS
    • ECOSYSTEM ANALYSIS
    • TECHNOLOGY ANALYSIS
      • KEY TECHNOLOGIES
      • COMPLEMENTARY TECHNOLOGIES
      • ADJACENT TECHNOLOGIES
    • PRICING ANALYSIS
      • AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY SOLUTION
      • INDICATIVE PRICING ANALYSIS OF VISION TRANSFORMER VENDORS, BY SOLUTION
        • Table INDICATIVE PRICING ANALYSIS OF GOOGLE, BY SOLUTION
        • Table INDICATIVE PRICING ANALYSIS OF HUGGING FACE, BY SOLUTION
    • PATENT ANALYSIS
      • Table TOP 10 PATENT APPLICANTS (US)
    • PORTER'S FIVE FORCES ANALYSIS
      • Table IMPACT OF PORTER'S FIVE FORCES ON VISION TRANSFORMERS MARKET
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • TARIFF AND REGULATORY LANDSCAPE
      • TARIFF ANALYSIS
        • Table MFN TARIFFS FOR HS CODE: 8471 EXPORTED BY US, 2022
        • Table MFN TARIFFS FOR HS CODE: 8471 EXPORTED BY AUSTRALIA, 2022
        • Table MFN TARIFFS FOR HS CODE: 8471 EXPORTED BY CANADA, 2022
      • REGULATIONS, BY REGION
        • Table NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TRADE ANALYSIS
      • Table IMPORT DATA, BY COUNTRY, 2018-2022 (USD MILLION)
      • Table EXPORT DATA, BY COUNTRY, 2018-2022 (USD MILLION)
    • TRENDS/DISRUPTIONS IMPACTING BUYERS
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP VERTICALS
    • VISION TRANSFORMERS MARKET: BUSINESS MODEL ANALYSIS
      • SUBSCRIPTION BUSINESS MODEL
      • SERVICE BUSINESS MODEL
    • KEY CONFERENCES & EVENTS
      • Table KEY CONFERENCES & EVENTS, 2023-2024
  • VISION TRANSFORMERS MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERINGS: VISION TRANSFORMERS MARKET DRIVERS
        • Table VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
    • SOLUTIONS
      • Table VISION TRANSFORMERS MARKET, BY SOLUTION, 2022-2028 (USD MILLION)
      • Table SOLUTIONS: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
      • SOFTWARE
        • Table SOFTWARE: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
      • HARDWARE
        • Table HARDWARE: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • PROFESSIONAL SERVICES
      • Table VISION TRANSFORMERS MARKET, BY PROFESSIONAL SERVICE, 2022-2028 (USD MILLION)
      • Table PROFESSIONAL SERVICES: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
      • CONSULTING
        • Table CONSULTING: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
      • DEPLOYMENT & INTEGRATION
        • Table DEPLOYMENT & INTEGRATION: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
      • TRAINING, SUPPORT, AND MAINTENANCE
        • Table TRAINING, SUPPORT, AND MAINTENANCE: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
  • VISION TRANSFORMERS MARKET, BY APPLICATION
    • INTRODUCTION
      • APPLICATIONS: VISION TRANSFORMERS MARKET DRIVERS
        • Table VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
    • IMAGE CLASSIFICATION
      • INCREASING ADOPTION OF IMAGE CLASSIFICATION ACROSS VARIOUS INDUSTRIES AND SECTORS TO BOOST GROWTH
      • SINGLE-LABEL IMAGE CLASSIFICATION
      • FINE-GRAINED IMAGE CLASSIFICATION
      • MULTI-LABEL CLASSIFICATION
      • OTHERS
        • Table IMAGE CLASSIFICATION: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • IMAGE CAPTIONING
      • IMAGE CAPTIONING HAS POTENTIAL TO REVOLUTIONIZE UTILIZATION OF VISUAL CONTENT ACROSS INDUSTRIES
      • FEATURE EXTRACTION
      • MULTI-MODAL FUSION
      • OTHERS
        • Table IMAGE CAPTIONING: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • IMAGE SEGMENTATION
      • USE OF IMAGE SEGMENTATION IN WIDE RANGE OF APPLICATIONS, SUCH AS OBJECT DETECTION, MEDICAL IMAGING, AND AUTONOMOUS VEHICLES, TO DRIVE MARKET
      • SEMANTIC SEGMENTATION
      • INSTANCE SEGMENTATION
      • OTHERS
        • Table IMAGE SEGMENTATION: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • OBJECT DETECTION
      • PRECISION AND EFFICIENCY OF VISION TRANSFORMER ARCHITECTURES TO DRIVE THEIR USE FOR OBJECT DETECTION
      • SINGLE SHOT DETECTORS (SSDS)
      • REGION-BASED CONVOLUTIONAL NEURAL NETWORKS (R-CNN)
      • OTHERS
        • Table OBJECT DETECTION: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • OTHER APPLICATIONS
      • Table OTHER APPLICATIONS: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
  • VISION TRANSFORMERS MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICALS: VISION TRANSFORMERS MARKET DRIVERS
        • Table VISION TRANSFORMERS MARKET, BY VERTICAL, 2022-2028 (USD MILLION)
    • RETAIL & ECOMMERCE
      • NEED FOR RETAILERS TO USE VISION TRANSFORMERS TO COLLECT AND ANALYZE DATA ON CUSTOMER BEHAVIOR TO BOOST MARKET
      • VISUAL SEARCH & RECOMMENDATION
      • VIRTUAL TRY-ON & FITTING ROOMS
      • AUTOMATED PRODUCT TAGGING & CATALOGING
      • OTHERS
        • Table RETAIL & ECOMMERCE: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • MEDIA & ENTERTAINMENT
      • DEMAND FOR OPTIMIZED CONTENT CREATION, MANAGEMENT, AND DELIVERY TO BOOST MARKET EXPANSION
      • CONTENT RECOMMENDATION
      • CONTENT MODERATION
      • VIDEO SUMMARIZATION & HIGHLIGHT EXTRACTION
      • OTHERS
        • Table MEDIA & ENTERTAINMENT: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • AUTOMOTIVE
      • INCREASING NEED TO IMPROVE ROAD SAFETY AND REDUCE MISHAPS TO DRIVE USE OF COMPUTER VISION SOLUTIONS
      • AUTONOMOUS DRIVING & ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS)
      • PEDESTRIAN & CYCLIST DETECTION
      • OTHERS
        • Table AUTOMOTIVE: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • GOVERNMENT & DEFENSE
      • RISING NEED TO IMPROVE SITUATIONAL AWARENESS, SECURITY, AND OPERATIONAL EFFICIENCY TO DRIVE ADOPTION OF VISION TRANSFORMERS IN GOVERNMENT AND DEFENSE SECTORS
      • BORDER SECURITY & SURVEILLANCE
      • AERIAL & SATELLITE IMAGE ANALYSIS
      • OBJECT DETECTION & TRACKING
      • OTHERS
        • Table GOVERNMENT & DEFENSE: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • HEALTHCARE & LIFE SCIENCES
      • VISION TRANSFORMERS ENHANCE MEDICAL ROBOTICS APPLICATIONS BY PROVIDING REAL-TIME VISUAL FEEDBACK AND GUIDANCE DURING PROCEDURES
      • MEDICAL IMAGE ANALYSIS
      • DISEASE DETECTION & CLASSIFICATION
      • DRUG DISCOVERY & DRUG DEVELOPMENT
      • OTHERS
        • Table HEALTHCARE & LIFE SCIENCES: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • OTHER VERTICALS
      • Table OTHER VERTICALS: VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
  • VISION TRANSFORMERS MARKET, BY REGION
    • INTRODUCTION
      • Table VISION TRANSFORMERS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: VISION TRANSFORMERS MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: VISION TRANSFORMERS MARKET, BY SOLUTION, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: VISION TRANSFORMERS MARKET, BY PROFESSIONAL SERVICE, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: VISION TRANSFORMERS MARKET, BY VERTICAL, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: VISION TRANSFORMERS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
      • US
        • Table US: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table US: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • CANADA
        • Table CANADA: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table CANADA: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
    • EUROPE
      • EUROPE: VISION TRANSFORMERS MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table EUROPE: VISION TRANSFORMERS MARKET, BY SOLUTION, 2022-2028 (USD MILLION)
        • Table EUROPE: VISION TRANSFORMERS MARKET, BY PROFESSIONAL SERVICE, 2022-2028 (USD MILLION)
        • Table EUROPE: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table EUROPE: VISION TRANSFORMERS MARKET, BY VERTICAL, 2022-2028 (USD MILLION)
        • Table EUROPE: VISION TRANSFORMERS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
      • UK
        • Table UK: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table UK: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • GERMANY
        • Table GERMANY: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table GERMANY: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • FRANCE
        • Table FRANCE: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table FRANCE: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • ITALY
        • Table ITALY: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table ITALY: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: VISION TRANSFORMERS MARKET DRIVERS
      • ASIA PACIFIC: RECESSION IMPACT
        • Table ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY SOLUTION, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY PROFESSIONAL SERVICE, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY VERTICAL, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
      • CHINA
        • Table CHINA: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table CHINA: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • JAPAN
        • Table JAPAN: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table JAPAN: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • INDIA
        • Table INDIA: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table INDIA: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
    • REST OF THE WORLD (ROW)
      • EXTENSIVE USE OF VISION TRANSFORMERS IN AGRICULTURE AND TO ADDRESS SECURITY CHALLENGES TO SPUR GROWTH
      • ROW: VISION TRANSFORMERS MARKET DRIVERS
      • ROW: RECESSION IMPACT
        • Table ROW: VISION TRANSFORMERS MARKET, BY OFFERING, 2022-2028 (USD MILLION)
        • Table ROW: VISION TRANSFORMERS MARKET, BY SOLUTION, 2022-2028 (USD MILLION)
        • Table ROW: VISION TRANSFORMERS MARKET, BY PROFESSIONAL SERVICE, 2022-2028 (USD MILLION)
        • Table ROW: VISION TRANSFORMERS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table ROW: VISION TRANSFORMERS MARKET, BY VERTICAL, 2022-2028 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • INTRODUCTION
    • KEY PLAYER STRATEGIES/RIGHT TO WIN
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY VISION TRANSFORMER VENDORS
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table VISION TRANSFORMERS MARKET: INTENSITY OF COMPETITIVE RIVALRY
    • BRAND COMPARISON/VENDOR PRODUCT LANDSCAPE
      • Table BRAND COMPARISON/VENDOR PRODUCT LANDSCAPE
    • GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS
    • COMPANY EVALUATION MATRIX
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT
        • Table COMPANY FOOTPRINT, BY REGION
        • Table COMPANY FOOTPRINT, BY OFFERING
        • Table OVERALL COMPANY FOOTPRINT
    • VALUATION AND FINANCIAL METRICS OF VISION TRANSFORMER VENDORS
    • KEY MARKET DEVELOPMENTS
      • PRODUCT LAUNCHES & ENHANCEMENTS
        • Table VISION TRANSFORMERS MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, 2022-2023
      • DEALS
        • Table VISION TRANSFORMERS MARKET: DEALS, 2022-2023
  • COMPANY PROFILES
    • INTRODUCTION
    • MAJOR PLAYERS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
      • OPENAI
        • Table OPENAI: COMPANY OVERVIEW
        • Table OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table OPENAI: DEALS
      • META
        • Table META: COMPANY OVERVIEW
        • Table META: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table META: PRODUCT LAUNCHES AND ENHANCEMENTS
      • AWS
        • Table AWS: COMPANY OVERVIEW
        • Table AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AWS: DEALS
      • NVIDIA CORPORATION
        • Table NVIDIA CORPORATION: BUSINESS OVERVIEW
        • Table NVIDIA CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
        • Table NVIDIA CORPORATION: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table NVIDIA CORPORATION: DEALS
      • LEEWAYHERTZ
        • Table LEEWAYHERTZ: BUSINESS OVERVIEW
        • Table LEEWAYHERTZ: PRODUCTS/SERVICES OFFERED
      • SYNOPSYS
        • Table SYNOPSYS: BUSINESS OVERVIEW
        • Table SYNOPSYS: PRODUCTS/SERVICES OFFERED
        • Table SYNOPSYS: PRODUCT LAUNCHES & ENHANCEMENTS
      • HUGGING FACE
        • Table HUGGING FACE: BUSINESS OVERVIEW
        • Table HUGGING FACE: PRODUCTS/SERVICES OFFERED
        • Table HUGGING FACE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table HUGGING FACE: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • QUALCOMM
        • Table QUALCOMM: BUSINESS OVERVIEW
        • Table QUALCOMM: PRODUCTS/SOLUTIONS OFFERED
        • Table QUALCOMM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table QUALCOMM: DEALS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: PRODUCTS/SOLUTIONS OFFERED
        • Table INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table INTEL: DEALS
    • OTHER PLAYERS
      • CLARIFAI
      • QUADRIC
      • VISO.AI
      • DECI
      • V7 LABS
  • ADJACENT & RELATED MARKETS
    • INTRODUCTION
      • RELATED MARKETS
      • LIMITATIONS
    • GENERATIVE AI MARKET
      • Table GENERATIVE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY OFFERING, 2023-2030 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY SERVICE, 2019-2022 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY SERVICE, 2023-2030 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY DATA MODALITY, 2019-2022 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY DATA MODALITY, 2023-2030 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table GENERATIVE AI MARKET, BY REGION, 2023-2030 (USD MILLION)
    • AI IN COMPUTER VISION MARKET
      • Table AI IN COMPUTER VISION MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY HARDWARE TYPE, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY HARDWARE TYPE, 2023-2028 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY SOFTWARE TYPE, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY SOFTWARE TYPE, 2023-2028 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY FUNCTION, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY FUNCTION, 2023-2028 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY END-USE INDUSTRY, 2023-2028 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table AI IN COMPUTER VISION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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