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ヴィジョン・トランスフォーマーの世界市場

Vision Transformers

出版日
ページ情報
英文 163 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
ヴィジョン・トランスフォーマーの世界市場
出版日: 2025年01月27日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 163 Pages
納期: 即日から翌営業日
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概要

ヴィジョン・トランスフォーマーの世界市場は2030年までに17億米ドルに達する見込み

2024年に3億1,380万米ドルと推定されるヴィジョン・トランスフォーマーの世界市場は、2024年から2030年にかけてCAGR 32.8％で成長し、2030年には17億米ドルに達すると予測されます。本レポートで分析しているセグメントの1つであるヴィジョン・トランスフォーマーソリューションは、CAGR 29.7％を記録し、分析期間終了時には11億米ドルに達すると予測されています。ヴィジョン・トランスフォーマーサービス分野の成長率は、分析期間中CAGR 41.1％と推定されます。

米国市場は8,250万米ドルと推定、中国はCAGR 31.2％で成長予測

米国のヴィジョン・トランスフォーマー市場は、2024年に8,250万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024-2030年のCAGR31.2％を引きずる形で、2030年までに2億5,980万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ29.5％と28.6％と予測されています。欧州では、ドイツがCAGR約23.0%で成長すると予測されています。

世界のヴィジョン・トランスフォーマー市場- 主要動向と促進要因のまとめ

ヴィジョン・トランスフォーマーとは何か、機械学習アプリケーションをどのように再構築しているのか？

ヴィジョン・トランスフォーマー（ViTs）は、自然言語処理で伝統的に使用されてきた変換器ベースのアーキテクチャを採用し、視覚データを分析・処理することで、コンピュータビジョンの分野で画期的な進化を遂げています。ViTは、長年コンピュータ・ビジョンのタスクを支配してきた畳み込みニューラルネットワーク（CNN）とは異なり、画像をパッチに分解し、それらをシーケンスとして処理することで、世界な依存関係とコンテキストをより効果的に捉えます。このアプローチにより、画像認識、物体検出、セマンティックセグメンテーションなどのタスクにおいて、より高い精度と柔軟性を実現できます。

ヴィジョン・トランスフォーマーの採用拡大により、画像解析やパターン認識に依存する業界に革命が起こりつつあります。リアルタイムの視覚情報を処理する必要のある自律走行車から、正確な診断を必要とする医療用画像処理システムまで、ViTsはイノベーションを実現する重要な手段であることが証明されつつあります。最先端の性能とスケーラビリティを提供することで、小売分析、ロボット工学、監視などの分野で複雑化するデータセットやアプリケーションにも対応しています。従来のモデルを凌駕する可能性を秘めたヴィジョン・トランスフォーマーは、広範なAIランドスケープにおいて極めて重要なテクノロジーとして位置づけられています。

ヴィジョン・トランスフォーマーはAIと機械学習の進歩をどのように促進していますか？

ヴィジョン・トランスフォーマーの革新的な能力は、その革新的なアーキテクチャに深く根ざしています。局所的な受容野に大きく依存するCNNとは異なり、ViTは画像全体をシーケンスとして処理するため、画像の異なる部分間の文脈や関係を理解することができます。この全体的なアプローチは、顔認識、シーン理解、異常検出など、空間的関係が重要なタスクにおける性能を大幅に向上させる。

ViTのもう一つの重要な利点は、手作業による特徴抽出への依存を最小限に抑えながら、大規模なデータセットを処理できることです。生の画像データから直接学習することで、前処理やドメイン固有の専門知識の必要性を減らし、業界を超えた高い適応性を実現しています。トランスフォーマーアーキテクチャと、事前に学習されたモデルや転移学習技術との統合は、その採用をさらに加速し、拡張現実、仮想現実、スマート製造などのアプリケーションへの迅速な導入を可能にします。さらに、ハードウェアアクセラレーションと分散コンピューティングの進歩により、学習と推論のプロセスが最適化され、ViTsが実世界でより利用しやすく、効率的になっています。

ヴィジョン・トランスフォーマー市場の進化を形作る動向とは？

ヴィジョン・トランスフォーマーの急速な進化と多様な分野での採用には、いくつかの重要な動向があります。顕著な動向の一つは、複雑なビジュアルタスクをリアルタイムで処理できる堅牢なAIソリューションに対する需要の高まりです。ヴィジョン・トランスフォーマーは、自律走行ナビゲーション、ヘルスケア診断、産業オートメーションなどの高度なアプリケーションで優れたパフォーマンスを発揮することで、この需要に応えています。エッジデバイスやIoTエコシステムとシームレスに統合するその能力は、分散型リアルタイムコンピューティングシナリオでの関連性をさらに高めています。

もう一つの重要な動向は、マルチモーダルAIシステムへの注目が高まっていることです。そこでは、ヴィジョン・トランスフォーマーが自然言語処理や音声分析と組み合わされ、全体的でコンテキストを認識したソリューションが生み出されています。例えば、視覚データとテキストデータを組み合わせて顧客の行動を分析するスマートリテールで利用されています。持続可能性とエネルギー効率に優れたAIを重視する傾向が強まっていることも市場を形成しており、研究開発者は計算コストとエネルギー消費量を低減するためにビジョン・トランス・アーキテクチャの最適化に取り組んでいます。こうした動向は、AIを取り巻く新たな課題や機会に対応するViTの汎用性と変革の可能性を裏付けています。

ヴィジョン・トランスフォーマー市場の成長を促進する要因とは？

ヴィジョン・トランスフォーマー市場の成長は、AI研究の進歩、アプリケーションの拡大、計算能力の向上など、いくつかの要因によってもたらされています。主な要因の1つは、ヘルスケアなどの業界において、腫瘍の検出や放射線解析のような精度が重要な作業において、より正確でスケーラブルなコンピュータビジョンソリューションが必要とされていることです。大規模で多様なデータセットを処理できるViTの能力は、高い精度と汎化を必要とするアプリケーションにとって不可欠なものとなっています。

また、スマートシティや自律システムなど、リアルタイムの視覚処理が不可欠なデータリッチ環境の普及も重要な推進力となっています。ヴィジョン・トランスフォーマーは、ダイナミックで複雑なシナリオにおいて優れた性能を発揮するため、こうした需要に応えることができます。また、既存のAIフレームワークへのViTsの統合や、転移学習技術との互換性も、あらゆる規模の企業での採用に拍車をかけています。さらに、強力なハードウェアアクセラレータやクラウドベースのAIサービスが利用可能になりつつあることで、ViTsへの参入障壁が下がり、より幅広い開発者や組織がViTsにアクセスできるようになっています。これらの要因が総合的に、AI主導型イノベーションの未来を形成する上で、ヴィジョン・トランスフォーマーの計り知れない可能性を浮き彫りにしています。

セグメント

提供（ヴィジョン・トランスフォーマーソリューション、ヴィジョン・トランスフォーマーサービス）、用途（画像分類用途、画像キャプション用途、物体検出用途、その他用途）、最終用途（ヘルスケア＆ライフサイエンス最終用途、メディア＆エンターテイメント最終用途、小売＆eコマース最終用途、自動車最終用途、その他最終用途）

調査対象企業の例（注目の27社）

  • 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

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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