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市場調查報告書
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1574881

視覺變壓器市場規模、佔有率、趨勢分析報告：按報價、按應用、按最終用途、按地區、細分市場預測，2024-2030 年

Vision Transformers Market Size, Share & Trends Analysis Report By Offering (Solutions, Professional Services), By Application (Image Classification, Image Captioning, Object Detection), By End Use, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

視覺變壓器市場規模與趨勢：

2023年全球視覺變壓器市場規模預估為2.175億美元，預估2024年至2030年複合年成長率為33.6%。

視覺變壓器(ViTs) 是變壓器架構的擴展，最初在自然語言處理 (NLP) 領域取得了成功。由於其對視覺資料的適應性，人們對將 ViT 與深度學習框架整合以實現更高級的 AI 應用產生了極大的興趣。由於視覺轉換器在處理複雜視覺任務方面的卓越性能、人工智慧和硬體的進步以及在醫療保健、汽車和消費電子等各個行業的應用不斷增加，市場對視覺變壓器的需求不斷成長。

向邊緣運算的轉變，即資料處理發生在更靠近資料來源的地方，產生了對高效、強大的視覺模型的需求。 Vision 變壓器針對邊緣部署進行了最佳化，可以即時處理視覺資料，從而減少對雲端基礎的運算的需求。在許多延遲和功耗至關重要的應用中，例如無人機和監控系統，視覺轉換器提供必要的處理能力，同時保持能源效率。

對擴增實境(AR)、虛擬實境 (VR) 和元宇宙應用的需求正在不斷增加。視覺變壓器可以處理這些應用程式所需的複雜影像處理任務，因此可用於創建更身臨其境和響應靈敏的視覺體驗。人工智慧和機器學習的持續研究導致視覺變壓器模型不斷改進。更有效率的架構、更好的學習方法和預訓練模型等創新使 ViT 更易於使用且更強大。人工智慧專用硬體（包括為深度學習任務設計的自訂晶片）的興起正在進一步提高視覺變壓器的效率和性能，推動其在資料中心和邊緣設備中的採用。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章 視覺變壓器市場變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場規模及成長前景
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 行業機會
    • 產業挑戰
  • 視覺變壓器市場分析工具
    • 波特的分析
    • PESTEL分析

第 4 章 視覺變壓器市場：產品估算與趨勢分析

  • 細分儀表板
  • 視覺變壓器市場：2023 年和 2030 年產品變化分析
  • 解決方案
  • 專業服務

第5章視覺變壓器市場：應用估算與趨勢分析

  • 細分儀表板
  • 視覺變壓器市場：2023 年和 2030 年應用變化分析
  • 影像分類
  • 圖片標題
  • 影像分割
  • 物體偵測
  • 其他

第6章視覺變壓器市場：最終用途估計與趨勢分析

  • 細分儀表板
  • 視覺變壓器市場：2023 年和 2030 年最終用途變化分析
  • 零售/電子商務
  • 媒體和娛樂
  • 車
  • 政府和國防
  • 醫療保健和生命科學
  • 其他

第7章視覺變壓器市場：區域估計與趨勢分析

  • 2023 年和 2030 年視覺變壓器市場佔有率（按地區）
  • 北美洲
    • 透過提供，2017-2030
    • 按申請，2017-2030
    • 按最終用途分類，2017-2030
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 透過提供，2017-2030
    • 按申請，2017-2030
    • 按最終用途分類，2017-2030
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 透過提供，2017-2030
    • 按申請，2017-2030
    • 按最終用途分類，2017-2030
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 透過提供，2017-2030
    • 按申請，2017-2030
    • 按最終用途分類，2017-2030
    • 巴西
  • 中東和非洲
    • 透過提供，2017-2030
    • 按申請，2017-2030
    • 按最終用途分類，2017-2030
    • 阿拉伯聯合大公國
    • 南非
    • 沙烏地阿拉伯

第8章 競爭格局

  • 主要市場參與企業的最新趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司市場佔有率分析
  • 企業熱力圖分析
  • 策略規劃
    • 擴張
    • 併購
    • 夥伴關係與協作
    • 新產品發布
    • 研究與開發
  • 公司簡介
    • Amazon Web Services
    • Clarifai, Inc.
    • Google
    • Hugging Face
    • Intel Corporation
    • Meta
    • Microsoft
    • NVIDIA Corporation
    • OpenAI
    • Qualcomm Technologies, Inc.
Product Code: GVR-4-68040-448-3

Vision Transformers Market Size & Trends:

The global vision transformers market size was valued at USD 217.5 million in 2023 and is expected to grow at a CAGR of 33.6% from 2024 to 2030. Vision Transformer (ViTs) is an extension of the transformer architecture, originally successful in natural language processing (NLP). Their adaptability to visual data has led to significant interest in integrating ViTs with deep learning frameworks for more advanced AI applications. The market demand for vision transformers is growing due to their superior performance in handling complex visual tasks, advancements in AI and hardware, and increasing application across various industries, such as healthcare, automotive, and consumer electronics.

The shift toward edge computing, where data processing occurs closer to the data source, created a demand for efficient and powerful vision models. Vision transformers are being optimized for edge deployment, where they can process visual data in real-time, reducing the need for cloud-based computation. In numerous applications such as drones and surveillance systems, where latency and power consumption are crucial, Vision transformers provide the necessary processing power while maintaining energy efficiency.

The demand for augmented reality (AR), virtual reality (VR), and metaverse applications is increasing. Vision transformers are being used to create more immersive and responsive visual experiences, as they can handle complex image-processing tasks required for these applications. Ongoing research in AI and machine learning is leading to continuous improvements in vision transformer models. Innovations such as more efficient architectures, better training methods, and pre-trained models are making ViTs more accessible and powerful. The rise of AI-specific hardware, including custom chips designed for deep learning tasks, further enhances the efficiency and performance of Vision Transformers, driving their adoption in both data centers and edge devices.

Global Vision Transformers Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global vision transformers market report based on offering, application, end use, and region.

  • Offering Outlook (Revenue, USD Million, 2017 - 2030)
  • Solutions
    • Hardware
    • Software
  • Professional Services
    • Consulting
    • Deployment & Integration
    • Training, Support, & Maintenance
  • Application Outlook (Revenue, USD Million, 2017 - 2030)
  • Image Classification
  • Image Captioning
  • Image Segmentation
  • Object Detection
  • Others
  • End Use Outlook (Revenue, USD Million, 2017 - 2030)
  • Retail & E-commerce
  • Media & Entertainment
  • Automotive
  • Government & Defence
  • Healthcare & Life Sciences
  • Others
  • Regional Outlook (Revenue, USD Million, 2017 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • MEA
    • UAE
    • South Africa
    • KSA

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Vision Transformers Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Increasing demand for automation
      • 3.4.1.2. Integration of AI capabilities
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. High cost of installation
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
  • 3.5. Vision Transformers Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. Vision Transformers Market: Offering Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Vision Transformers Market: Offering Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Solutions
    • 4.3.1. Solutions Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 4.3.2. Hardware
      • 4.3.2.1. Hardware Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 4.3.3. Software
      • 4.3.3.1. Software Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Professional Services
    • 4.4.1. Professional Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 4.4.2. Consulting
      • 4.4.2.1. Consulting Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 4.4.3. Deployment & Integration
      • 4.4.3.1. Deployment & Integration Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 4.4.4. Training, Support, & Maintenance
      • 4.4.4.1. Training, Support, & Maintenance Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Vision Transformers Market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Vision Transformers Market: Application Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Image Classification
    • 5.3.1. Image Classification Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Image Captioning
    • 5.4.1. Image Captioning Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.5. Image Segmentation
    • 5.5.1. Image Segmentation Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.6. Object Detection
    • 5.6.1. Object Detection Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.7. Others
    • 5.7.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Vision Transformers Market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Vision Transformers Market: End Use Movement Analysis, 2023 & 2030 (USD Million)
  • 6.3. Retail & E-commerce
    • 6.3.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Media & Entertainment
    • 6.4.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Automotive
    • 6.5.1. Automotive Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. Government & Defense
    • 6.6.1. Government & Defense Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.7. Healthcare & Life Sciences
    • 6.7.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.8. Others
    • 6.8.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Vision Transformers Market: Regional Estimates & Trend Analysis

  • 7.1. Vision Transformers Market Share, By Region, 2023 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.2.2. North America Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.2.3. North America Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 7.2.4. North America Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.2.5. U.S.
      • 7.2.5.1. U.S. Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.5.2. U.S. Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.5.3. U.S. Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.2.5.4. U.S. Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.2.6. Canada
      • 7.2.6.1. Canada Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.6.2. Canada Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.6.3. Canada Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.2.6.4. Canada Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.2.7. Mexico
      • 7.2.7.1. Mexico Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.7.2. Mexico Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.7.3. Mexico Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.2.7.4. Mexico Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.3.2. Europe Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.3.3. Europe Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 7.3.4. Europe Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.3.5. U.K.
      • 7.3.5.1. U.K. Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.5.2. U.K. Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.5.3. U.K. Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.3.5.4. U.K. Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.3.6. Germany
      • 7.3.6.1. Germany Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.6.2. Germany Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.6.3. Germany Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.3.6.4. Germany Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.3.7. France
      • 7.3.7.1. France Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.7.2. France Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.7.3. France Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.3.7.4. France Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.2. Asia Pacific Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.4.3. Asia Pacific Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 7.4.4. Asia Pacific Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.4.5. China
      • 7.4.5.1. China Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.5.2. China Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.5.3. China Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.4.5.4. China Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.4.6. Japan
      • 7.4.6.1. Japan Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.6.2. Japan Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.6.3. Japan Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.4.6.4. Japan Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.4.7. India
      • 7.4.7.1. India Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.7.2. India Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.7.3. India Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.4.7.4. India Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.4.8. Australia
      • 7.4.8.1. Australia Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.8.2. Australia Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.8.3. Australia Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.4.8.4. Australia Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.4.9. South Korea
      • 7.4.9.1. South Korea Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.9.2. South Korea Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.9.3. South Korea Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.4.9.4. South Korea Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.5.2. Latin America Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.5.3. Latin America Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 7.5.4. Latin America Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.5.5. Brazil
      • 7.5.5.1. Brazil Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.5.5.2. Brazil Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.5.5.3. Brazil Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.5.5.4. Brazil Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.6.2. Middle East & Africa Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.6.3. Middle East & Africa Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 7.6.4. Middle East & Africa Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.6.5. UAE
      • 7.6.5.1. UAE Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.5.2. UAE Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.5.3. UAE Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.6.5.4. UAE Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.6.6. South Africa
      • 7.6.6.1. South Africa Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.6.2. South Africa Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.6.3. South Africa Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.6.6.4. South Africa Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)
    • 7.6.7. KSA
      • 7.6.7.1. KSA Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.7.2. KSA Vision Transformers Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.7.3. KSA Vision Transformers Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
      • 7.6.7.4. KSA Vision Transformers Market Estimates and Forecasts, By End Use, 2017 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis by Key Market Participants
  • 8.2. Company Categorization
  • 8.3. Company Market Positioning
  • 8.4. Company Market Share Analysis
  • 8.5. Company Heat Map Analysis
  • 8.6. Strategy Mapping
    • 8.6.1. Expansion
    • 8.6.2. Mergers & Acquisition
    • 8.6.3. Partnerships & Collaborations
    • 8.6.4. New Product Launches
    • 8.6.5. Research And Development
  • 8.7. Company Profiles
    • 8.7.1. Amazon Web Services
      • 8.7.1.1. Participant's Overview
      • 8.7.1.2. Financial Performance
      • 8.7.1.3. Product Benchmarking
      • 8.7.1.4. Recent Developments
    • 8.7.2. Clarifai, Inc.
      • 8.7.2.1. Participant's Overview
      • 8.7.2.2. Financial Performance
      • 8.7.2.3. Product Benchmarking
      • 8.7.2.4. Recent Developments
    • 8.7.3. Google
      • 8.7.3.1. Participant's Overview
      • 8.7.3.2. Financial Performance
      • 8.7.3.3. Product Benchmarking
      • 8.7.3.4. Recent Developments
    • 8.7.4. Hugging Face
      • 8.7.4.1. Participant's Overview
      • 8.7.4.2. Financial Performance
      • 8.7.4.3. Product Benchmarking
      • 8.7.4.4. Recent Developments
    • 8.7.5. Intel Corporation
      • 8.7.5.1. Participant's Overview
      • 8.7.5.2. Financial Performance
      • 8.7.5.3. Product Benchmarking
      • 8.7.5.4. Recent Developments
    • 8.7.6. Meta
      • 8.7.6.1. Participant's Overview
      • 8.7.6.2. Financial Performance
      • 8.7.6.3. Product Benchmarking
      • 8.7.6.4. Recent Developments
    • 8.7.7. Microsoft
      • 8.7.7.1. Participant's Overview
      • 8.7.7.2. Financial Performance
      • 8.7.7.3. Product Benchmarking
      • 8.7.7.4. Recent Developments
    • 8.7.8. NVIDIA Corporation
      • 8.7.8.1. Participant's Overview
      • 8.7.8.2. Financial Performance
      • 8.7.8.3. Product Benchmarking
      • 8.7.8.4. Recent Developments
    • 8.7.9. OpenAI
      • 8.7.9.1. Participant's Overview
      • 8.7.9.2. Financial Performance
      • 8.7.9.3. Product Benchmarking
      • 8.7.9.4. Recent Developments
    • 8.7.10. Qualcomm Technologies, Inc.
      • 8.7.10.1. Participant's Overview
      • 8.7.10.2. Financial Performance
      • 8.7.10.3. Product Benchmarking
      • 8.7.10.4. Recent Development

List of Tables

  • Table 1 Vision Transformers - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global vision transformers market, 2017 - 2030 (USD Million)
  • Table 3 Global vision transformers market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 4 Global vision transformers market estimates and forecast by application, 2017 - 2030 (USD Million)
  • Table 5 Global vision transformers market estimates and forecast by end use, 2017 - 2030 (USD Million)
  • Table 6 Global vision transformers market estimates and forecasts by region, 2017 - 2030 (USD Million)
  • Table 7 Vision transformers market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 8 Vision transformers market estimates and forecast by solutions, 2017 - 2030 (USD Million)
  • Table 9 Vision transformers market estimates and forecast by professional services, 2017 - 2030 (USD Million)
  • Table 10 Vision transformers market estimates and forecast by solutions, 2017 - 2030 (USD Million)
  • Table 11 Vision transformers market estimates and forecast by hardware, 2017 - 2030 (USD Million)
  • Table 12 Vision transformers market estimates and forecast by software, 2017 - 2030 (USD Million)
  • Table 13 Vision transformers market estimates and forecast by professional services, 2017 - 2030 (USD Million)
  • Table 14 Vision transformers market estimates and forecast by consulting, 2017 - 2030 (USD Million)
  • Table 15 Vision transformers market estimates and forecast by deployment & integration, 2017 - 2030 (USD Million)
  • Table 16 Vision transformers market estimates and forecast by training, support & maintenance, 2017 - 2030 (USD Million)
  • Table 17 Vision transformers market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 18 Vision transformers market estimates and forecast by image classification, 2017 - 2030 (USD Million)
  • Table 19 Vision transformers market estimates and forecast by image captioning, 2017 - 2030 (USD Million)
  • Table 20 Vision transformers market estimates and forecast by image segmentation, 2017 - 2030 (USD Million)
  • Table 21 Vision transformers market estimates and forecast by object detection, 2017 - 2030 (USD Million)
  • Table 22 Vision transformers market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 23 Vision transformers market estimates and forecast by end use, 2017 - 2030 (USD Million)
  • Table 24 Vision transformers market estimates and forecast by retail & e-commerce, 2017 - 2030 (USD Million)
  • Table 25 Vision transformers market estimates and forecast by media & entertainment, 2017 - 2030 (USD Million)
  • Table 26 Vision transformers market estimates and forecast by automotive, 2017 - 2030 (USD Million)
  • Table 27 Vision transformers market estimates and forecast by government & defense, 2017 - 2030 (USD Million)
  • Table 28 Vision transformers market estimates and forecast by healthcare & life sciences 2017 - 2030 (USD Million)
  • Table 29 Vision transformers market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 30 North America vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 31 North America vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 32 North America vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 33 North America vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 34 US vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 35 US vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 36 US vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 37 US vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 38 Canada vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 39 Canada vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 40 Canada vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 41 Canada vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 42 Mexico vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 43 Mexico vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 44 Mexico vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 45 Mexico vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 46 Europe vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 47 Europe vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 48 Europe vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 49 Europe vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 50 UK vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 51 UK vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 52 UK vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 53 UK vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 54 Germany vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 55 Germany vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 56 Germany vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 57 Germany vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 58 France vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 59 France vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 60 France vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 61 France vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 62 Asia Pacific vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 63 Asia Pacific vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 64 Asia Pacific vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 65 Asia Pacific vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 66 China vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 67 China vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 68 China vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 69 China vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 70 India vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 71 India vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 72 India vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 73 India vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 74 Japan vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 75 Japan vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 76 Japan vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 77 Japan vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 78 South Korea vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 79 South Korea vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 80 South Korea vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 81 South Korea vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 82 Australia vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 83 Australia vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 84 Australia vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 85 Australia vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 86 Latin America vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 87 Latin America vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 88 Latin America vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 89 Latin America vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 90 Brazil vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 91 Brazil vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 92 Brazil vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 93 Brazil vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 94 MEA vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 95 MEA vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 96 MEA vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 97 MEA vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 98 South Africa vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 99 South Africa vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 100 South Africa vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 101 South Africa vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 102 UAE vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 103 UAE vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 104 UAE vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 105 UAE vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)
  • Table 106 KSA vision transformers market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 107 KSA vision transformers market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 108 KSA vision transformers market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 109 KSA vision transformers market estimates and forecasts, by end use, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Vision Transformers Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot (1/2)
  • Fig. 9 Segment Snapshot (2/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 Vision Transformers- Market Size and Growth Prospects (USD Million)
  • Fig. 12 Vision Transformers Market: Industry Value Chain Analysis
  • Fig. 13 Vision Transformers Market: Market Dynamics
  • Fig. 14 Vision Transformers Market: PORTER's Analysis
  • Fig. 15 Vision Transformers Market: PESTEL Analysis
  • Fig. 16 Vision Transformers Market Share by Offering, 2023 & 2030 (USD Million)
  • Fig. 17 Vision Transformers Market, by Offering: Key Takeaways
  • Fig. 18 Vision Transformers Market, by Offering: Market Share, 2023 & 2030
  • Fig. 19 Solutions Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 20 Professional Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 21 Vision Transformers Market Share by Application, 2023 & 2030 (USD Million)
  • Fig. 22 Vision Transformers Market, by Application: Key Takeaways
  • Fig. 23 Vision Transformers Market, by Application: Market Share, 2023 & 2030
  • Fig. 24 Image Classification Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 25 Image Captioning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 26 Image Segmentation Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 27 Object Detection Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 28 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 29 Vision Transformers Market Share by End Use, 2023 & 2030 (USD Million)
  • Fig. 30 Vision Transformers Market, by End Use: Key Takeaways
  • Fig. 31 Vision Transformers Market, by End Use: Market Share, 2023 & 2030
  • Fig. 32 Retail & E-commerce Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 33 Media & Entertainment Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 34 Automotive Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 35 Government & Defense Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 36 Healthcare & Life Sciences Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 37 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 38 Vision Transformers Market Revenue, by Region, 2023 & 2030 (USD Million)
  • Fig. 39 Regional Marketplace: Key Takeaways
  • Fig. 40 Regional Marketplace: Key Takeaways
  • Fig. 41 North America Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 42 US Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 43 Canada Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 44 Mexico Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 45 Europe Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 UK Vision Transformers Market Estimates and Forecasts, 2017 - 2030) (USD Million)
  • Fig. 47 Germany Vision Transformers Market Estimates and Forecasts, (2017 - 2030) (USD Million)
  • Fig. 48 France Vision Transformers Market Estimates and Forecasts, (2017 - 2030) (USD Million)
  • Fig. 49 Asia Pacific Vision Transformers Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 50 China Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Japan Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 India Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 Australia Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 54 South Korea Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 55 Latin America Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 56 Brazil Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 57 MEA Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 58 UAE Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 59 South Africa Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 60 KSA Vision Transformers Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 61 Key Company Categorization
  • Fig. 62 Company Market Positioning
  • Fig. 63 Key Company Market Share Analysis, 2023
  • Fig. 64 Strategic Framework