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市場調查報告書
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1644261

願景變壓器全球市場

Vision Transformers
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 163 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球視覺變壓器市場規模預計將達到 17 億美元

2024 年全球視覺變壓器市場規模估計為 3.138 億美元，預計到 2030 年將達到 17 億美元，2024 年至 2030 年的複合年成長率為 32.8%。視覺變壓器解決方案是報告中分析的細分市場之一，預計複合年成長率為 29.7%，在分析期結束時達到 11 億美元。在分析期內，視覺變壓器服務部門的複合年成長率預計為 41.1%。

美國市場規模估計為 8,250 萬美元，中國市場預計複合年成長率為 31.2%

預計 2024 年美國視覺變壓器市值將達 8,250 萬美元。中國是世界第二大經濟體，預計到 2030 年市場規模將達到 2.598 億美元，2024-2030 年分析期間的複合年成長率為 31.2%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為 29.5% 和 28.6%。在歐洲，預計德國的複合年成長率約為 23.0%。

全球視覺變壓器市場 - 主要趨勢與促進因素摘要

什麼是 Vision 變壓器，它如何重塑機器學習應用？

Vision 變壓器(ViTs) 透過採用傳統上在自然語言處理中使用的基於變壓器的架構來分析和處理視覺資料，代表了電腦視覺領域的突破。與多年來一直主導電腦視覺任務的卷積類神經網路(CNN) 不同，ViT 將影像分解為區塊並將其作為序列進行處理，從而更有效地捕捉全球範圍內的依賴關係和上下文。這種方法可以提高影像識別、物件偵測和語義分割等任務的準確性和靈活性。

Vision 變壓器的廣泛應用正在徹底改變依賴影像分析和模式識別的產業。從需要處理即時視覺資訊的自動駕駛汽車到需要準確診斷的醫學影像處理系統，ViT 已被證明是創新的關鍵推動因素。它提供尖端的性能和可擴展性，以處理零售分析、機器人和監控等領域日益複雜的資料和應用程式。 Vision 變壓器具有超越傳統模型的潛力，被定位為更廣泛的 AI 領域中的關鍵技術。

Vision 變壓器如何加速人工智慧和機器學習的進步？

Vision 變壓器的創新能力深植於其革命性的架構。與嚴重依賴局部感受野的 CNN 不同，ViT 將整個影像作為一個序列進行處理，從而讓它能夠理解影像不同部分之間的上下文和關係。這種整體方法顯著提高了空間關係很重要的任務的效能，例如臉部辨識、場景理解和異常檢測。

ViT 的另一個主要優勢是它能夠處理大型資料，同時最大限度地減少對手動特徵提取的依賴。透過直接從原始影像資料中學習，它減少了預處理和特定領域專業知識的需求，使其在各個行業中具有很強的適應性。 變壓器架構及其與預訓練模型和遷移學習技術的整合將進一步加速其應用，從而能夠在擴增實境、虛擬實境和智慧製造等應用中快速部署。此外，硬體加速和分散式運算的進步正在最佳化學習和推理過程，使得 ViT 在現實世界中更容易存取和更有效率。

哪些趨勢會影響視覺變壓器市場的發展？

Vision 變壓器的快速發展及其在各個領域的應用受到以下幾個關鍵趨勢的推動：一個突出的趨勢是對能夠即時處理複雜視覺任務的強大 AI 解決方案的需求不斷成長。 Vision 變壓器透過在自動導航、醫療診斷和工業自動化等先進應用中提供卓越的性能來滿足這一需求。它與邊緣設備和物聯網生態系統無縫整合的能力使其在分散式即時運算場景中更加適用。

另一個重要趨勢是人們對多模態人工智慧系統的關注度日益增加。在這裡，視覺變壓器與自然語言處理和語音分析相結合，創造出整體的、情境感知的解決方案。例如，它用於智慧零售，結合視覺和資料資料分析客戶行為。對永續性和節能人工智慧的日益重視也在塑造市場，研究人員致力於最佳化視覺變壓器架構，以降低運算成本和能源消費量。這些趨勢強調了 ViT 的多功能性和變革潛力，以應對 AI 面臨的新挑戰和機會。

哪些因素推動了視覺變壓器市場的成長？

視覺變壓器市場的成長受到多種因素的推動，包括人工智慧研究的進步、應用的不斷擴大和運算能力的不斷提升。主要促進因素之一是醫療保健等行業需要更準確、更可擴展的電腦視覺解決方案，以完成腫瘤檢測和放射學分析等精確度關鍵任務。 ViT 處理大型和多樣化資料集的能力使其成為需要高精度和泛化能力的應用程式必不可少的。

另一個關鍵促進因素是資料豐富的環境（如智慧城市和自主系統）的興起，其中即時視覺處理至關重要。 Vision 變壓器能夠在動態和複雜場景中提供卓越的效能，從而滿足這些需求。此外，ViTs 與現有 AI 框架的整合以及與遷移學習技術的兼容性正在刺激其在各種規模的企業中的應用。此外，強大的硬體加速器和雲端基礎的AI 服務的日益普及，降低了 ViT 的進入門檻，使更廣泛的開發人員和組織能夠使用它。總的來說，這些因素凸顯了 Vision 變壓器在塑造人工智慧主導創新的未來方面的巨大潛力。

部分

產品（視覺變壓器解決方案、視覺變壓器服務）、應用（影像分類應用、影像字幕應用程式、物件偵測應用、其他應用）、最終用途（醫療保健和生命科學最終用途、媒體和娛樂最終用途、零售和電子商務最終用途、汽車最終用途、其他最終用途）

受訪公司範例（27家值得關注的公司）

  • Amazon Web Services, Inc.
  • Brainchip Inc.
  • Clarifai, Inc.
  • Google LLC
  • Meta Platforms Technologies, LLC
  • NVIDIA Corporation
  • OpenAI
  • Qualcomm Technologies, Inc.
  • The Hackett Group, Inc
  • viso.ai AG

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
Product Code: MCP33304

Global Vision Transformers Market to Reach US$1.7 Billion by 2030

The global market for Vision Transformers estimated at US$313.8 Million in the year 2024, is expected to reach US$1.7 Billion by 2030, growing at a CAGR of 32.8% over the analysis period 2024-2030. Vision Transformers Solutions, one of the segments analyzed in the report, is expected to record a 29.7% CAGR and reach US$1.1 Billion by the end of the analysis period. Growth in the Vision Transformers Services segment is estimated at 41.1% CAGR over the analysis period.

The U.S. Market is Estimated at US$82.5 Million While China is Forecast to Grow at 31.2% CAGR

The Vision Transformers market in the U.S. is estimated at US$82.5 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$259.8 Million by the year 2030 trailing a CAGR of 31.2% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 29.5% and 28.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 23.0% CAGR.

Global Vision Transformers Market - Key Trends & Drivers Summarized

What Are Vision Transformers, and How Are They Reshaping Machine Learning Applications?

Vision Transformers (ViTs) represent a groundbreaking evolution in the field of computer vision, employing transformer-based architectures traditionally used in natural language processing to analyze and process visual data. Unlike convolutional neural networks (CNNs), which have dominated computer vision tasks for years, ViTs break down images into patches and process them as sequences, capturing global dependencies and context more effectively. This approach allows for higher accuracy and flexibility in tasks such as image recognition, object detection, and semantic segmentation.

The growing adoption of vision transformers is revolutionizing industries that rely on image analysis and pattern recognition. From autonomous vehicles that need to process real-time visual information to medical imaging systems requiring precise diagnosis, ViTs are proving to be a critical enabler of innovation. By offering state-of-the-art performance and scalability, they are also addressing the increasing complexity of datasets and applications in fields such as retail analytics, robotics, and surveillance. Their potential to outperform traditional models is positioning them as a pivotal technology in the broader AI landscape.

How Are Vision Transformers Driving Advancements in AI and Machine Learning?

The transformative capabilities of vision transformers are deeply rooted in their innovative architecture, which emphasizes self-attention mechanisms and positional embeddings. Unlike CNNs, which rely heavily on local receptive fields, ViTs process entire images as sequences, enabling them to understand context and relationships between different parts of an image. This holistic approach significantly enhances their performance in tasks where spatial relationships are critical, such as facial recognition, scene understanding, and anomaly detection.

Another key advantage of ViTs is their ability to handle large datasets with minimal reliance on handcrafted feature extraction. By learning directly from raw image data, they reduce the need for pre-processing and domain-specific expertise, making them highly adaptable across industries. The integration of transformer architectures with pre-trained models and transfer learning techniques further accelerates their adoption, allowing for rapid deployment in applications such as augmented reality, virtual reality, and smart manufacturing. Additionally, advancements in hardware acceleration and distributed computing are optimizing the training and inference processes, making ViTs more accessible and efficient for real-world use.

What Trends Are Shaping the Evolution of the Vision Transformers Market?

Several key trends are driving the rapid evolution and adoption of vision transformers across diverse sectors. One prominent trend is the increasing demand for robust AI solutions capable of handling complex visual tasks in real-time. Vision transformers are meeting this demand by delivering superior performance in high-stakes applications such as autonomous navigation, healthcare diagnostics, and industrial automation. Their ability to integrate seamlessly with edge devices and IoT ecosystems is further amplifying their relevance in decentralized and real-time computing scenarios.

Another significant trend is the rising focus on multimodal AI systems, where vision transformers are being combined with natural language processing and audio analysis to create holistic, context-aware solutions. For instance, they are being used in smart retail to analyze customer behavior through a combination of visual and textual data. The growing emphasis on sustainability and energy-efficient AI is also shaping the market, with researchers and developers working to optimize vision transformer architectures for lower computational costs and energy consumption. These trends underscore the versatility and transformative potential of ViTs in addressing emerging challenges and opportunities in the AI landscape.

What Factors Are Driving the Growth of the Vision Transformers Market?

The growth in the vision transformers market is driven by several factors, including advancements in AI research, expanding applications, and increasing computational capabilities. One of the primary drivers is the need for more accurate and scalable computer vision solutions in industries such as healthcare, where precision is critical for tasks like tumor detection and radiology analysis. The ability of ViTs to process large, diverse datasets is making them indispensable for applications requiring high accuracy and generalization.

Another critical driver is the proliferation of data-rich environments, such as smart cities and autonomous systems, where real-time visual processing is essential. Vision transformers are uniquely positioned to meet these demands due to their superior performance in dynamic and complex scenarios. The integration of ViTs into existing AI frameworks and their compatibility with transfer learning techniques are also fueling their adoption across enterprises of all sizes. Additionally, the increasing availability of powerful hardware accelerators and cloud-based AI services is reducing the barriers to entry, making ViTs accessible to a broader range of developers and organizations. These factors collectively highlight the immense potential of vision transformers in shaping the future of AI-driven innovation.

SCOPE OF STUDY:

The report analyzes the Vision Transformers market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Offering (Vision Transformers Solutions, Vision Transformers Services); Application (Image Classification Application, Image Captioning Application, Object Detection Application, Other Applications); End-Use (Healthcare & Life Science End-Use, Media & Entertainment End-Use, Retail & E-Commerce End-Use, Automotive End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 27 Featured) -

  • Amazon Web Services, Inc.
  • Brainchip Inc.
  • Clarifai, Inc.
  • Google LLC
  • Meta Platforms Technologies, LLC
  • NVIDIA Corporation
  • OpenAI
  • Qualcomm Technologies, Inc.
  • The Hackett Group, Inc
  • viso.ai AG

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Economic Frontiers: Trends, Trials & Transformations
    • Vision Transformers - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Demand for Computer Vision Applications Fuels Growth in Vision Transformers
    • Advancements in Deep Learning Propel Adoption of Vision Transformer Architectures
    • Focus on Real-Time Image Recognition Drives Development of Vision Transformers
    • Integration with AI Models Expands Applications of Vision Transformers Across Industries
    • Growth in Autonomous Vehicles Highlights Demand for Vision Transformer Solutions
    • Emergence of Edge AI Technologies Boosts Performance of Vision Transformers
    • Focus on Medical Imaging Drives Adoption of Vision Transformers in Healthcare
    • Advancements in Natural Language Processing Enhance Multimodal Capabilities of Vision Transformers
    • Rising Use in Surveillance and Security Systems Expands Vision Transformer Applications
    • Emergence of Zero-Shot and Few-Shot Learning Boosts the Utility of Vision Transformers
    • Advancements in Hardware Accelerators Enhance Efficiency of Vision Transformer Models
    • Increased Use in Retail and E-Commerce Expands Demand for Vision Transformer-Based Analytics
    • Focus on Explainable AI Enhances Adoption of Vision Transformers in Critical Applications
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Vision Transformers Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Vision Transformers by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Vision Transformers by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Vision Transformers Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Vision Transformers Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Vision Transformers Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Vision Transformers Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Automotive End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Healthcare & Life Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Healthcare & Life Science End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Media & Entertainment End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Media & Entertainment End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Retail & E-Commerce End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Retail & E-Commerce End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Image Classification Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Image Classification Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Image Captioning Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Image Captioning Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Object Detection Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Object Detection Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 26: USA Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 27: USA 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 28: USA Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: Canada 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Canada 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Japan 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Japan 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 44: China Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: China 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 46: China Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: China 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Vision Transformers by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 51: Europe 6-Year Perspective for Vision Transformers by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Europe 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 58: France Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: France 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 60: France Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 64: Germany Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Germany 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 70: Italy Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Italy 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 76: UK Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: UK 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 78: UK Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 82: Rest of Europe Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Rest of Europe 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Vision Transformers Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 88: Asia-Pacific Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Asia-Pacific 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 94: Rest of World Recent Past, Current & Future Analysis for Vision Transformers by Offering - Vision Transformers Solutions and Vision Transformers Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Rest of World 6-Year Perspective for Vision Transformers by Offering - Percentage Breakdown of Value Sales for Vision Transformers Solutions and Vision Transformers Services for the Years 2025 & 2030
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Vision Transformers by End-Use - Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of World 6-Year Perspective for Vision Transformers by End-Use - Percentage Breakdown of Value Sales for Automotive End-Use, Other End-Uses, Healthcare & Life Science End-Use, Media & Entertainment End-Use and Retail & E-Commerce End-Use for the Years 2025 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Vision Transformers by Application - Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of World 6-Year Perspective for Vision Transformers by Application - Percentage Breakdown of Value Sales for Image Classification Application, Image Captioning Application, Object Detection Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION