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비전 트랜스포머 시장 규모, 점유율 및 동향 분석 보고서 : 제품별, 용도별, 최종 용도별, 지역별, 부문별 예측(2024-2030년)

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

발행일: | 리서치사: Grand View Research | 페이지 정보: 영문 100 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

비전 트랜스포머 시장 규모와 동향 :

비전 트랜스포머 세계 시장 규모는 2023년 2억 1,750만 달러로 평가되었고, 2024년부터 2030년까지 연평균 33.6% 성장할 것으로 예상됩니다.

비전 트랜스포머(ViTs)는 원래 자연어 처리(NLP)에서 성공한 트랜스포머 아키텍처를 확장한 것입니다. 시각 데이터에 대한 적응성으로 인해 보다 진보된 AI 용도를 위해 딥러닝 프레임워크와 통합하는 데 큰 관심이 집중되고 있습니다. 비전 트랜스포머에 대한 시장 수요는 복잡한 시각적 작업을 처리하는 뛰어난 성능, AI 및 하드웨어의 발전, 헬스케어, 자동차, 가전 등 다양한 산업 분야에서의 적용 증가로 인해 확대되고 있습니다.

데이터 처리가 데이터 소스 근처에서 이루어지는 엣지 컴퓨팅으로의 전환은 효율적이고 강력한 비전 모델에 대한 수요를 창출했습니다. 비전 트랜스포머는 시각 데이터를 실시간으로 처리할 수 있는 엣지 배치에 최적화되어 있어 클라우드 기반 컴퓨팅의 필요성을 줄여줍니다. 비전 트랜스포머는 드론, 감시 시스템 등 대기 시간과 전력 소비가 중요한 수많은 용도에서 에너지 효율을 유지하면서 필요한 처리 능력을 제공합니다.

증강현실(AR), 가상현실(VR) 및 메타버스 용도에 대한 수요가 증가하고 있습니다. 비전 트랜스포머는 이러한 용도에 필요한 복잡한 이미지 처리 작업을 처리할 수 있기 때문에 보다 몰입감 있고 반응성이 뛰어난 시각적 경험을 제공하기 위해 사용되고 있으며, AI와 머신러닝 분야의 지속적인 연구는 비전 트랜스포머 모델의 지속적인 개선으로 이어지고 있습니다. 비전 트랜스포머 모델의 지속적인 개선으로 이어지고 있습니다. 보다 효율적인 아키텍처, 더 나은 학습 방법, 사전 학습된 모델과 같은 혁신을 통해 ViT는 더욱 유용하고 강력해지고 있습니다. 딥러닝 작업을 위해 설계된 맞춤형 칩을 포함한 AI 전용 하드웨어의 등장은 비전 트랜스포머의 효율성과 성능을 더욱 향상시켜 데이터센터와 엣지 디바이스 모두에서 채택을 촉진하고 있습니다.

목차

제1장 조사 방법과 범위

제2장 주요 요약

제3장 비전 트랜스포머시장 변수, 동향, 범위

  • 시장 서론/계통 전망
  • 시장 규모와 성장 전망
  • 업계 밸류체인 분석
  • 시장 역학
    • 시장 성장 촉진요인 분석
    • 시장 성장 억제요인 분석
    • 업계 기회
    • 업계 과제
  • 비전 트랜스포머시장 분석 툴
    • Porter의 Five Forces 분석
    • PESTEL 분석

제4장 비전 트랜스포머시장 : 제공 추정·동향 분석

  • 부문 대시보드
  • 비전 트랜스포머시장 : 제공 변동 분석, 2023년 및 2030년
  • 솔루션
  • 전문 서비스

제5장 비전 트랜스포머시장 : 용도 추정·동향 분석

  • 부문 대시보드
  • 비전 트랜스포머시장 : 용도 변동 분석, 2023년 및 2030년
  • 영상 분류
  • 영상 캡션
  • 영상 세분화
  • 물체 탐지
  • 기타

제6장 비전 트랜스포머시장 : 최종 용도 추정·동향 분석

  • 부문 대시보드
  • 비전 트랜스포머시장 : 최종 용도 변동 분석, 2023년 및 2030년
  • 소매 및 E-Commerce
  • 미디어 및 엔터테인먼트
  • 자동차
  • 정부 및 방위
  • 헬스케어 및 생명과학
  • 기타

제7장 비전 트랜스포머시장 : 지역 추정·동향 분석

  • 비전 트랜스포머시장 점유율, 지역별, 2023년 및 2030년
  • 북미
    • 제공별, 2017년-2030년
    • 용도별, 2017년-2030년
    • 최종 용도별, 2017년-2030년
    • 미국
    • 캐나다
    • 멕시코
  • 유럽
    • 제공별, 2017년-2030년
    • 용도별, 2017년-2030년
    • 최종 용도별, 2017년-2030년
    • 영국
    • 독일
    • 프랑스
  • 아시아태평양
    • 제공별, 2017년-2030년
    • 용도별, 2017년-2030년
    • 최종 용도별, 2017년-2030년
    • 중국
    • 일본
    • 인도
    • 호주
    • 한국
  • 라틴아메리카
    • 제공별, 2017년-2030년
    • 용도별, 2017년-2030년
    • 최종 용도별, 2017년-2030년
    • 브라질
  • 중동 및 아프리카
    • 제공 내용별, 2017년-2030년
    • 용도별, 2017년-2030년
    • 최종 용도별, 2017년-2030년
    • 아랍에미리트(UAE)
    • 남아프리카공화국
    • 사우디아라비아

제8장 경쟁 구도

  • 주요 시장 진출기업의 최근 동향과 영향 분석
  • 기업 분류
  • 기업의 시장 포지셔닝
  • 기업의 시장 점유율 분석
  • 기업 히트맵 분석
  • 전략 매핑
    • 확대
    • 인수합병(M&A)
    • 파트너십과 협업
    • 신제품 발매
    • 연구개발
  • 기업 개요
    • Amazon Web Services
    • Clarifai, Inc.
    • Google
    • Hugging Face
    • Intel Corporation
    • Meta
    • Microsoft
    • NVIDIA Corporation
    • OpenAI
    • Qualcomm Technologies, Inc.
LSH 24.11.04

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
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