세계의 비전 트랜스포머 시장 : 제공, 용도, 산업별 - 전망(2025-2030년)

The Vision Transformers Market was valued at USD 408.36 million in 2023, expected to reach USD 507.27 million in 2024, and is projected to grow at a CAGR of 24.57%, to USD 1,901.27 million by 2030.

Vision Transformers (ViTs) represent a significant advancement in computer vision, leveraging transformer models originally designed for NLP to process image data, thus providing exceptional accuracy and efficiency in image recognition tasks. The necessity of ViTs arises from their ability to process entire images simultaneously, rather than sequentially or in sections, which results in improved feature recognition and computational efficiency. Their applications are diverse, encompassing sectors such as healthcare for medical imaging analysis, automotive for autonomous vehicle navigation, and consumer electronics in smart devices. End-use scope extends to industries focusing on enhanced visual data interpretation such as security and surveillance, retail analytics, and entertainment media. Market insights suggest that ViTs are propelled by technological advancements in AI and deep learning, coupled with increasing data availability and computational power. The rise in demand for efficient AI solutions that can manage and interpret large volumes of visual data is a key growth driver. Emerging opportunities include the integration of ViTs with IoT devices to enable real-time data processing and analytics. However, challenges such as the high computational cost, data privacy concerns, and the need for substantial datasets for training can hinder market growth. Furthermore, the rapid pace of technological change requires continuous innovation to stay competitive. Areas of innovation include improving model efficiency, reducing computational requirements, and enhancing interpretability of AI outputs. Research is also focusing on domain-specific adaptations of ViTs to cater to bespoke industry needs. Companies can gain a competitive edge by investing in R&D to address limitations and explore collaborative partnerships to harness the complete potential of ViTs. The market is dynamic with a strong potential for growth, driven by ongoing research and wider adoption across various sectors, emphasizing the need for strategic planning and agile adaptation to evolving technologies.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Vision Transformers Market

The Vision Transformers Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Demand for improved performance in image recognition and computer vision tasks
  • Significant applications in transfer learning
  • Expanding use in the automotive sector worldwide
• Market Restraints
  • High cost of vision transformers
• Market Opportunities
  • Technological advancements in vision transformers
  • Emerging applications of vision transformers in healthcare
• Market Challenges
  • Technical and interoperability issues associated with vision transformers

Porter's Five Forces: A Strategic Tool for Navigating the Vision Transformers Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Vision Transformers Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Vision Transformers Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Vision Transformers Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Vision Transformers Market

A detailed market share analysis in the Vision Transformers Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Vision Transformers Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Vision Transformers Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Vision Transformers Market

A strategic analysis of the Vision Transformers Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Vision Transformers Market, highlighting leading vendors and their innovative profiles. These include Amazon Web Services, Inc., Apple Inc., Cognex Corporation, Delta Electronics, Inc., Denso Corporation, General Electric Company, Google LLC by Alphabet Inc., Infineon Technologies AG, Intel Corporation, International Business Machines Corporation, MediaTek Inc., Meta Platforms, Inc., Microsoft Corporation, NVIDIA Corporation, Omron Corporation, Oracle Corporation, Qualcomm Technologies, Inc., Samsung Electronics, SAS Institute Inc., Teledyne FLIR LLC, and Texas Instruments Incorporated.

Market Segmentation & Coverage

This research report categorizes the Vision Transformers Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Offering, market is studied across Professional Service and Solution. The Professional Service is further studied across Consulting, Deployment & Integration, and Training, Support, & Maintenance. The Solution is further studied across Hardware and Software.
• Based on Application, market is studied across Image Captioning, Image Classification, Image Segmentation, and Object Detection.
• Based on Vertical, market is studied across Automotive, Government & Defense, Healthcare & Life Sciences, Media & Entertainment, and Retail & eCommerce.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Demand for improved performance in image recognition and computer vision tasks
    • 5.1.1.2. Significant applications in transfer learning
    • 5.1.1.3. Expanding use in the automotive sector worldwide
  • 5.1.2. Restraints
    • 5.1.2.1. High cost of vision transformers
  • 5.1.3. Opportunities
    • 5.1.3.1. Technological advancements in vision transformers
    • 5.1.3.2. Emerging applications of vision transformers in healthcare
  • 5.1.4. Challenges
    • 5.1.4.1. Technical and interoperability issues associated with vision transformers
• 5.2. Market Segmentation Analysis
  • 5.2.1. Offering: Significant penetration of professional services
  • 5.2.2. Application: Utilization of vision transformers for object detection
  • 5.2.3. Vertical: Expanding applications of vision transformers in automotive sector
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Vision Transformers Market, by Offering

• 6.1. Introduction
• 6.2. Professional Service
  • 6.2.1. Consulting
  • 6.2.2. Deployment & Integration
  • 6.2.3. Training, Support, & Maintenance
• 6.3. Solution
  • 6.3.1. Hardware
  • 6.3.2. Software

7. Vision Transformers Market, by Application

• 7.1. Introduction
• 7.2. Image Captioning
• 7.3. Image Classification
• 7.4. Image Segmentation
• 7.5. Object Detection

8. Vision Transformers Market, by Vertical

• 8.1. Introduction
• 8.2. Automotive
• 8.3. Government & Defense
• 8.4. Healthcare & Life Sciences
• 8.5. Media & Entertainment
• 8.6. Retail & eCommerce

9. Americas Vision Transformers Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Vision Transformers Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Vision Transformers Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
  • 12.3.1. Researchers from China Introduce DualToken-ViT: A Fusion of CNNs and Vision Transformers for Enhanced Image Processing Efficiency and Accuracy
  • 12.3.2. Quadric Announces Vision Transformer Support for Chimera GPNPUs
  • 12.3.3. Google Scales Vision Transformers to 22 Billion Parameters
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Amazon Web Services, Inc.
• 2. Apple Inc.
• 3. Cognex Corporation
• 4. Delta Electronics, Inc.
• 5. Denso Corporation
• 6. General Electric Company
• 7. Google LLC by Alphabet Inc.
• 8. Infineon Technologies AG
• 9. Intel Corporation
• 10. International Business Machines Corporation
• 11. MediaTek Inc.
• 12. Meta Platforms, Inc.
• 13. Microsoft Corporation
• 14. NVIDIA Corporation
• 15. Omron Corporation
• 16. Oracle Corporation
• 17. Qualcomm Technologies, Inc.
• 18. Samsung Electronics
• 19. SAS Institute Inc.
• 20. Teledyne FLIR LLC
• 21. Texas Instruments Incorporated