Table of Content

1 INTRODUCTION 
    1.1 OBJECTIVES OF THE STUDY 
    1.2 MARKET DEFINITION 
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 MARKET SCOPE 
           1.3.1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
           1.3.3 YEARS CONSIDERED FOR THE STUDY
    1.4 CURRENCY CONSIDERED 
    1.5 STAKEHOLDERS 
    1.6 RECESSION IMPACT 
2 RESEARCH METHODOLOGY 
    2.1 RESEARCH APPROACH 
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION 
    2.3 MARKET SIZE ESTIMATION 
    2.4 MARKET FORECAST 
    2.5 RESEARCH ASSUMPTIONS 
    2.6 LIMITATIONS OF THE STUDY 
    2.7 IMPACT OF RECESSION ON THE GLOBAL VISION TRANSFORMERS MARKET 
3 EXECUTIVE SUMMARY 
4 PREMIUM INSIGHTS 
    4.1 BRIEF OVERVIEW OF THE VISION TRANSFORMERS MARKET 
    4.2 VISION TRANSFORMERS MARKET, BY OFFERING, 2023 VS 2028 
    4.3 VISION TRANSFORMERS MARKET, BY APPLICATION, 2023 VS 2028 
    4.4 VISION TRANSFORMERS MARKET, BY VERTICAL, 2023 VS 2028 
    4.5 VISION TRANSFORMERS MARKET: REGIONAL SCENARIO, 2023 VS 2028 
5 MARKET OVERVIEW AND INDUSTRY TRENDS 
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           5.2.1 DRIVERS
           5.2.2 RESTRAINTS
           5.2.3 OPPORTUNITIES
           5.2.4 CHALLENGES
    5.3 CASE STUDY ANALYSIS 
           5.3.1 CASE STUDY 1
           5.3.2 CASE STUDY 2
           5.3.3 CASE STUDY 3
           5.3.4 CASE STUDY 4
           5.3.5 CASE STUDY 5
    5.4 VALUE CHAIN ANALYSIS 
    5.5 ECOSYSTEM ANALYSIS 
    5.6 PORTER’S FIVE FORCES ANALYSIS 
    5.7 PRICING ANALYSIS 
           5.7.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOLUTION
           5.7.2 AVERAGE SELLING PRICE TREND, BY REGION
    5.8 TECHNOLOGY ANALYSIS 
           5.8.1 KEY TECHNOLOGY
                    5.8.1.1 NLP
                    5.8.1.2 Computer Vision
           5.8.2 COMPLEMENTARY TECHNOLOGY
                    5.8.2.1 Cloud
                    5.8.2.2 IoT
                    5.8.2.3 Big Data
           5.8.3 ADJACENT TECHNOLOGY
                    5.8.3.1 Deep Learning Models
                               5.8.3.1.1 Transformers
                               5.8.3.1.2 LLMs
                    5.8.3.2 Machine Learning
                    5.8.3.3 Generative AI
    5.9 PATENT ANALYSIS 
    5.10 TRENDS/DISRUPTIONS IMPACTING BUYERS 
    5.11 TARIFF AND REGULATORY LANDSCAPE 
           5.11.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
           5.11.2 REGULATIONS BY REGION
    5.12 TRADE ANALYSIS 
    5.13 KEY STAKEHOLDERS & BUYING CRITERIA 
           5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS
           5.13.2 BUYING CRITERIA
    5.14 KEY CONFERENCES AND EVENTS (2023-2024) 
    5.15 BUSINESS MODEL ANALYSIS 
           5.15.1 SUBSCRIPTION MODEL
           5.15.2 SERVICE MODEL
6 VISION TRANSFORMERS MARKET, BY OFFERING 
    6.1 INTRODUCTION 
           6.1.1 OFFERING: VISION TRANSFORMERS MARKET DRIVERS
    6.2 SOLUTION 
           6.2.1 HARDWARE
           6.2.2 SOFTWARE
                    6.2.2.1 Standalone ViT software packages
                    6.2.2.2 ViT libraries and frameworks
    6.3 PROFESSIONAL SERVICE 
           6.3.1 CONSULTING
           6.3.2 DEPLOYMENT & INTEGRATION
           6.3.3 TRAINING, SUPPORT, & MAINTENANCE
7 VISION TRANSFORMERS MARKET, BY APPLICATION 
    7.1 INTRODUCTION 
           7.1.1 APPLICATION: VISION TRANSFORMERS MARKET DRIVERS
    7.2 IMAGE CLASSIFICATION  
           7.2.1 SINGLE-LABEL IMAGE CLASSIFICATION 
           7.2.2 FINE-GRAINED IMAGE CLASSIFICATION 
           7.2.3 MULTI-LABEL CLASSIFICATION
           7.2.4 OTHERS (MEDICAL IMAGE CLASSIFICATION, EMOTION RECOGNITION)
    7.3 IMAGE CAPTIONING 
           7.3.1 FEATURE EXTRACTION
           7.3.2 MULTI-MODAL FUSION
           7.3.3 OTHERS (ATTENTION MECHANISM, CONTEXTUAL UNDERSTANDING)
    7.4 IMAGE SEGMENTATION 
           7.4.1 SEMANTIC SEGMENTATION
                    7.4.1.1 Pixel-wise semantic segmentation
                    7.4.1.2 Instance segmentation
           7.4.2 INSTANCE SEGMENTATION
           7.4.3 OTHERS (PANOPTIC, INTERACTIVE, AND VIDEO SEGMENTATION)
    7.5 OBJECT DETECTION 
           7.5.1 SINGLE SHOT DETECTORS (SSD)
           7.5.2 REGION-BASED CONVOLUTIONAL NEURAL NETWORKS (R-CNN)
           7.5.3 OTHERS (YOU ONLY LOOK ONCE [YOLO] AND CENTERNET)
    7.6 OTHER APPLICATIONS (VIDEO ANALYSIS, IMAGE GENERATION, & MULTI-MODAL TASKS) 
8 VISION TRANSFORMERS MARKET, BY VERTICAL 
    8.1 INTRODUCTION 
           8.1.1 VERTICAL: VISION TRANSFORMERS MARKET DRIVERS
    8.2 RETAIL & ECOMMERCE 
           8.2.1 VISUAL SEARCH & RECOMMENDATION
           8.2.2 VIRTUAL TRY-ON & FITTING ROOMS
           8.2.3 AUTOMATED PRODUCT TAGGING & CATALOGING
           8.2.4 OTHERS (INVENTORY MANAGEMENT & DEMAND FORECASTING AND VISUAL QUALITY CONTROL)
    8.3 MEDIA & ENTERTAINMENT 
           8.3.1 CONTENT RECOMMENDATION
           8.3.2 CONTENT MODERATION
           8.3.3 VIDEO SUMMARIZATION & HIGHLIGHT EXTRACTION
           8.3.4 OTHERS (SUBTITLING & CLOSED CAPTIONING AND ENHANCED VISUAL EFFECTS & CGI)
    8.4 AUTOMOTIVE 
           8.4.1 AUTONOMOUS DRIVING & ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS)
           8.4.2 PEDESTRIAN & CYCLIST DETECTION
           8.4.3 OTHERS (OBJECT DETECTION & COLLISION AVOIDANCE AND PARKING ASSISTANCE)
    8.5 GOVERNMENT & DEFENSE 
           8.5.1 BORDER SECURITY & SURVEILLANCE
           8.5.2 AERIAL & SATELLITE IMAGE ANALYSIS
           8.5.3 OBJECT DETECTION & TRACKING
           8.5.4 OTHERS (FACE RECOGNITION, THREAT DETECTION)
    8.6 HEALTHCARE & LIFE SCIENCES 
           8.6.1 MEDICAL IMAGE ANALYSIS
           8.6.2 DISEASE DETECTION & CLASSIFICATION
           8.6.3 DRUG DISCOVERY & DRUG DEVELOPMENT
           8.6.4 OTHERS (PATHOLOGY & HISTOPATHOLOGY EXAMINATION, SURGICAL GUIDANCE & NAVIGATION)
    8.7 OTHER VERTICALS (AGRICULTURE, EDUCATION) 
9 VISION TRANSFORMERS MARKET, BY REGION 
    9.1 INTRODUCTION 
    9.2 NORTH AMERICA 
           9.2.1 NORTH AMERICA: MARKET DRIVERS
           9.2.2 NORTH AMERICA: RECESSION IMPACT
           9.2.3 UNITED STATES
           9.2.4 CANADA
    9.3 EUROPE 
           9.3.1 EUROPE: MARKET DRIVERS
           9.3.2 EUROPE: RECESSION IMPACT
           9.3.3 UNITED KINGDOM
           9.3.4 GERMANY
           9.3.5 FRANCE
           9.3.6 REST OF EUROPE
    9.4 ASIA PACIFIC 
           9.4.1 ASIA PACIFIC: MARKET DRIVERS
           9.4.2 ASIA PACIFIC: RECESSION IMPACT
           9.4.3 CHINA
           9.4.4 JAPAN
           9.4.5 INDIA
           9.4.6 REST OF ASIA PACIFIC
    9.5 REST OF THE WORLD 
           9.5.1 REST OF THE WORLD: MARKET DRIVERS
           9.5.2 REST OF THE WORLD: RECESSION IMPACT
10 COMPETITIVE LANDSCAPE 
     10.1 INTRODUCTION 
     10.2 KEY PLAYER STRATEGIES/RIGHT TO WIN  
     10.3 REVENUE ANALYSIS 
     10.4 COMPANY FINANCIAL METRICS 
     10.5 GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS 
     10.6 MARKET SHARE ANALYSIS 
     10.7 PRODUCT/BRAND COMPARISON 
     10.8 COMPANY EVALUATION MATRIX 
             10.8.1 STARS
             10.8.2 EMERGING LEADERS
             10.8.3 PERVASIVE PLAYERS
             10.8.4 PARTICIPANTS
             10.8.5 COMPANY FOOTPRINT
     10.9 RANKING OF KEY PLAYERS 
     10.10 KEY MARKET DEVELOPMENTS 
               10.10.1 NEW LAUNCHES
               10.10.2 DEALS
               10.10.3 OTHERS
11 COMPANY PROFILES 
             11.1.1 AWS
             11.1.2 NVIDIA
             11.1.3 GOOGLE
             11.1.4 META
             11.1.5 OPENAI
             11.1.6 VISO.AI
             11.1.7 LEEWAYHERTZ
             11.1.8 SYNOPSYS
             11.1.9 QUADRIC
             11.1.10 DECI
             11.1.11 HUGGING FACE
             11.1.12 CLARIFAI
             11.1.13 V7 LABS
             11.1.14 MICROSOFT
             11.1.15 QUALCOMM
             11.1.16 INTEL
12 ADJACENT MARKETS 
     12.1 INTRODUCTION TO ADJACENT MARKETS 
     12.2 LIMITATIONS 
     12.3 VISION TRANSFORMERS MARKET ECOSYSTEM AND ADJACENT MARKETS 
     12.4 ADJACENT MARKET 1 
     12.5 ADJACENT MARKET 2 
13 APPENDIX 
     13.1 DISCUSSION GUIDE 
     13.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     13.3 AVAILABLE CUSTOMIZATIONS 
     13.4 RELATED REPORTS 
     13.5 AUTHOR DETAILS