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시장보고서
상품코드
1586376
비전 트랜스포머 시장 규모, 점유율, 동향, 산업 분석 보고서 : 제품별, 용도별, 산업별, 지역별 - 시장 예측(2024-2032년)Vision Transformers Market Size, Share, Trends, Industry Analysis Report: By Offering, Application, Vertical, and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2024-2032 |
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Polaris Market Research의 최신 조사에 따르면, 비전 트랜스포머 세계 시장 규모는 2032년까지 27억 8,366만 달러에 달할 것으로 예상됩니다. 이 조사 보고서는 현재 시장 역학에 대한 자세한 인사이트와 향후 시장 성장에 대한 분석을 제공합니다.
비전 트랜스포머(ViTs)는 이미지 처리 작업 전용으로 설계된 신경망 아키텍처의 일종으로, 원래 자연어 처리용으로 개발된 트랜스모델의 원리를 활용합니다. 기존의 컨볼루션 신경망에 비해 몇 가지 장점이 있어 컴퓨터 비전 기술에 큰 변화를 가져오고 있습니다.
비전 트랜스포머 세계 시장은 전 세계적으로 자율주행 차량이 점점 더 많이 수용되고 사용되고 있는 것에 의해 주도되고 있으며, ViT는 자율주행 차량의 환경을 해석하여 자동차의 안전성을 향상시키는 데 중요한 역할을 하고 있습니다. 보행자, 차량, 교통 표지판, 장애물 등의 실체를 정확하게 인식하고 분류하는 것을 용이하게 하기 때문에 자율주행차에서 ViT에 대한 요구가 증가하고 있습니다.
엣지 컴퓨팅의 인기가 높아짐에 따라 향후 몇 년 동안 비전 트랜스포머 세계 시장 확대가 가속화될 것으로 예상됩니다. 엣지 컴퓨팅은 데이터를 소스에서 가까운 곳에서 처리할 수 있게 하여 시각 데이터를 실시간으로 분석할 수 있게 해줍니다. 효율적인 아키텍처를 갖춘 비전 트랜스포머는 즉각적인 인사이트를 필요로 하는 이러한 작업에 적합하며, 이는 엣지 컴퓨팅의 채택을 촉진하고 있습니다.
비전 트랜스포머 시장 보고서 하이라이트
데이터 보안과 컴플라이언스에 대한 관심이 높아지면서 전문 서비스 분야는 예측 기간 동안 큰 폭의 성장이 예상됩니다.
헬스케어 및 생명과학 분야는 환자 데이터와 이미지를 더 잘 분석할 수 있는 능력으로 맞춤형 치료 계획과 정밀 의료 접근법을 지원하기 위해 2023년 비전 트랜스포머 시장을 주도했습니다.
비전 트랜스포머 세계 시장에서 북미는 2023년 비전 트랜스포머와 같은 복잡한 기술의 개발 및 통합을 촉진하는 고도로 숙련된 AI 및 데이터 과학 인력의 존재로 인해 2023년 가장 큰 매출 점유율을 차지했습니다.
아시아태평양 시장은 향후 몇 년간 견조한 성장세를 보일 것으로 예상됩니다. 많은 기술 기업 및 제조업체들이 AI 기반 솔루션을 자사 프로세스에 도입하여 효율성과 생산성을 향상시키고 있기 때문입니다. 또한, 정부 및 민간 부문의 AI 연구개발에 대한 막대한 투자가 이 지역의 혁신과 비전 전달 기술 개발을 촉진하고 있습니다.
세계 주요 시장 기업으로는 Amazon Web Services, Inc., Clarifai, Inc., Intel Corporation, Microsoft, NVIDIA Corporation, OpenAI, Google Inc., Qualcomm Technologies, Inc., Synopsys, Inc., Hugging Face, Datature, Apple Inc., viso.ai, V7Labs 등이 있습니다.
목차
제1장 소개
제2장 주요 요약
제3장 조사 방법
제4장 세계의 비전 트랜스포머 시장 인사이트
- 시장 현황
- 비전 트랜스포머 시장 역학
- 성장 촉진요인과 기회
- AR 및 VR의 인기 상승이 시장을 견인하고 있습니다.
- 자율주행차의 도입 확대가 시장을 견인
- 성장 억제요인과 과제
- 높은 설치 비용이 비전 트랜스포머 시장 성장을 저해하고 있습니다.
- 성장 촉진요인과 기회
- PESTEL 분석
- 비전 트랜스포머 시장 용도 동향
- 밸류체인 분석
- COVID-19의 영향 분석
제5장 세계의 비전 트랜스포머 시장 : 제공별
- 주요 조사 결과
- 소개
- 솔루션
- 전문 서비스
제6장 세계의 비전 트랜스포머 시장 : 용도별
- 주요 조사 결과
- 소개
- 영상 분류
- 영상 캡션
- 영상 세분화
- 물체 검출
- 기타
제7장 세계의 비전 트랜스포머 시장 : 업계별
- 주요 조사 결과
- 소개
- 소매업과 E-Commerce
- 미디어와 엔터테인먼트
- 자동차
- 정부와 방위
- 헬스케어와 생명과학
- 기타
제8장 세계의 비전 트랜스포머 시장 : 지역별
- 주요 조사 결과
- 소개
- 비전 트랜스포머 시장 평가 : 지역, 2019-2032년
- 북미
- 북미 : 제공별, 2019-2032년
- 북미 : 용도별, 2019-2032년
- 북미 : 업계별, 2019-2032년
- 미국
- 캐나다
- 유럽
- 유럽 : 제공별, 2019-2032년
- 유럽 : 용도별, 2019-2032년
- 유럽 : 업계별, 2019-2032년
- 영국
- 프랑스
- 독일
- 이탈리아
- 스페인
- 네덜란드
- 러시아
- 기타 유럽
- 아시아태평양
- 아시아태평양 : 제공별, 2019-2032년
- 아시아태평양 : 용도별, 2019-2032년
- 아시아태평양 : 업계별, 2019-2032년
- 중국
- 인도
- 말레이시아
- 일본
- 인도네시아
- 한국
- 호주
- 기타 아시아태평양
- 중동 및 아프리카
- 중동 및 아프리카 : 제공별, 2019-2032년
- 중동 및 아프리카 : 용도별, 2019-2032년
- 중동 및 아프리카 : 업계별, 2019-2032년
- 사우디아라비아
- 아랍에미리트
- 이스라엘
- 남아프리카공화국
- 기타 중동 및 아프리카
- 라틴아메리카
- 라틴아메리카 : 제공별, 2019-2032년
- 라틴아메리카 : 용도별, 2019-2032년
- 라틴아메리카 : 업계별, 2019-2032년
- 멕시코
- 브라질
- 아르헨티나
- 기타 라틴아메리카
제9장 경쟁 상황
- 확대와 인수 분석
- 확대
- 인수
- 제휴/협업/합의/공개
제10장 기업 개요
- Amazon Web Services, Inc.
- Clarifai, Inc.
- Intel Corporation
- Microsoft
- NVIDIA Corporation
- OpenAI
- Google Inc.
- Qualcomm Technologies, Inc.
- Synopsys, Inc.
- Hugging Face
- Datature
- Apple Inc.
- viso.ai
- V7Labs
The global vision transformers market size is expected to reach USD 2,783.66 million by 2032, according to a new study by Polaris Market Research. The report "Vision Transformers Market Size, Share, Trends, Industry Analysis Report: By Offering [Solution (Hardware and Software) and Professional Services (Consulting; Deployment & Integration; and Training, Support, & Maintenance)], Application, Vertical, and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2024-2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.
Vision transformers (ViTs) are a type of neural network architecture designed specifically for image processing tasks, leveraging the principles of transformer models originally developed for natural language processing. They represent a significant shift in computer vision methodologies, offering several advantages over traditional convolutional neural networks.
The global vision transformer market is being driven by the rising acceptance and use of autonomous vehicles worldwide. ViTs play a crucial role in improving vehicle safety by interpreting the environment for autonomous vehicles. They facilitate precise recognition and categorization of entities such as pedestrians, other vehicles, traffic signs, and obstacles, leading to a higher requirement for ViTs in autonomous vehicles.
The growing popularity of edge computing is projected to propel the global vision transformer market expansion in the coming years. Edge computing allows data to be processed closer to the source, enabling real-time analysis of visual data. Vision transformers, with their efficient architecture, are well-suited for these tasks that require immediate insights, thereby boosting their adoption in edge computing.
Vision Transformers Market Report Highlights
By offering, the professional services segment is expected to experience substantial growth rate during the forecast period due to the growing focus on data security and compliance.
The healthcare & life sciences segment, by vertical, dominated the vision transformers market in 2023, owing to their ability to conduct better analysis of patient data and imaging, supporting personalized treatment plans and precision medicine approaches.
In the global vision transformers market, North America accounted for the largest revenue share in 2023 due to the presence of a highly skilled workforce in AI and data science, which facilitated the development and integration of complex technologies such as vision transformers.
The market in Asia Pacific is expected to grow at a robust pace in the coming years owing to the existence of numerous technology companies and manufacturers that are increasingly incorporating AI-driven solutions into their processes, enhancing efficiency and productivity. Additionally, significant investments from governments and private sectors in AI research and development are fostering innovation and the deployment of vision transformer technologies in the region.
A few global key market players are Amazon Web Services, Inc.; Clarifai, Inc.; Intel Corporation; Microsoft; NVIDIA Corporation; OpenAI; Google Inc.; Qualcomm Technologies, Inc.; Synopsys, Inc.; Hugging Face; Datature; Apple Inc.; viso.ai; and V7Labs.
Polaris Market Research has segmented the vision transformers market report on the basis of offering, application, verticals, and region:
By Offering Outlook (Revenue - USD Million, 2019-2032)
- Solution
- Hardware
- Software
- Professional Services
- Consulting
- Deployment & Integration
- Training, Support, & Maintenance
By Application Outlook (Revenue - USD Million, 2019-2032)
- Image Classification
- Image Captioning
- Image Segmentation
- Image Detection
- Other
By Vertical Outlook (Revenue - USD Million, 2019-2032)
- Retail & Ecommerce
- Media & Entertainment
- Automotive
- Government & Defense
- Healthcare & Life Sciences
- Other
By Regional Outlook (Revenue - USD Million, 2019-2032)
- North America
- US
- Canada
- Europe
- Germany
- France
- UK
- Italy
- Spain
- Netherlands
- Russia
- Rest of Europe
- Asia Pacific
- China
- Japan
- India
- Malaysia
- South Korea
- Indonesia
- Australia
- Rest of Asia Pacific
- Middle East & Africa
- Saudi Arabia
- UAE
- Israel
- South Africa
- Rest of Middle East & Africa
- Latin America
- Mexico
- Brazil
- Argentina
- Rest of Latin America
Table of Contents
1. Introduction
- 1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
- 1.2. Stakeholders
2. Executive Summary
- 2.1. Market Highlights
3. Research Methodology
- 3.1. Overview
- 3.1.1. Data Mining
- 3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources
4. Global Vision Transformers Market Insights
- 4.1. Vision Transformers Market - Market Snapshot
- 4.2. Vision Transformers Market Dynamics
- 4.2.1. Drivers and Opportunities
- 4.2.1.1. Increasing popularity of AR and VR is driving the market.
- 4.2.1.2. Growing adoption of autonomous vehicles propels the market
- 4.2.2. Restraints and Challenges
- 4.2.2.1. High installation cost is hindering the vision transformers market growth.
- 4.2.1. Drivers and Opportunities
- 4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
- 4.4. PESTEL Analysis
- 4.5. Vision Transformers Market Application Trends
- 4.6. Value Chain Analysis
- 4.7. COVID-19 Impact Analysis
5. Global Vision Transformers Market, by Offering
- 5.1. Key Findings
- 5.2. Introduction
- 5.2.1. Global Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 5.3. Solutions
- 5.3.1. Global Vision Transformers Market, by Solutions, by Hardware and Software, by Region, 2019-2032 (USD million)
- 5.4. Professional Services
- 5.4.1. Global Vision Transformers Market, by Professional Services, by Consulting, Deployment & Integration, and Training, Support, & Maintenance, by Region, 2019-2032 (USD million)
6. Global Vision Transformers Market, by Application
- 6.1. Key Findings
- 6.2. Introduction
- 6.2.1. Global Vision Transformers Market, by Application, 2019-2032 (USD million)
- 6.3. Image Classification
- 6.3.1. Global Vision Transformers Market, by Image Classification, by Region, 2019-2032 (USD million)
- 6.4. Image Captioning
- 6.4.1. Global Vision Transformers Market, by Image Captioning, by Region, 2019-2032 (USD million)
- 6.5. Image Segmentation
- 6.5.1. Global Vision Transformers Market, by Image Segmentation, by Region, 2019-2032 (USD million)
- 6.6. Object Detection
- 6.6.1. Global Vision Transformers Market, by Object Detection, by Region, 2019-2032 (USD million)
- 6.7. Other
- 6.7.1. Global Vision Transformers Market, by Other, by Region, 2019-2032 (USD million)
7. Global Vision Transformers Market, by Vertical
- 7.1. Key Findings
- 7.2. Introduction
- 7.2.1. Global Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 7.3. Retail & ecommerce
- 7.3.1. Global Vision Transformers Market, by Retail & ecommerce, by Region, 2019-2032 (USD million)
- 7.4. Media & Entertainment
- 7.4.1. Global Vision Transformers Market, by Media & Entertainment, by Region, 2019-2032 (USD million)
- 7.5. Automotive
- 7.5.1. Global Vision Transformers Market, by Automotive, by Region, 2019-2032 (USD million)
- 7.6. Government & Defense
- 7.6.1. Global Vision Transformers Market, by Government & Defense, by Region, 2019-2032 (USD million)
- 7.7. Healthcare & Life Sciences
- 7.7.1. Global Vision Transformers Market, by Healthcare & Life Sciences, by Region, 2019-2032 (USD million)
- 7.8. Other
- 7.8.1. Global Vision Transformers Market, by Other, by Region, 2019-2032 (USD million)
8. Global Vision Transformers Market, by Geography
- 8.1. Key Findings
- 8.2. Introduction
- 8.2.1. Vision Transformers Market Assessment, By Geography, 2019-2032 (USD million)
- 8.3. Vision Transformers Market - North America
- 8.3.1. North America: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.3.2. North America: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.3.3. North America: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.3.4. Vision Transformers Market - U.S.
- 8.3.4.1. US: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.3.4.2. US: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.3.4.3. US: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.3.5. Vision Transformers Market - Canada
- 8.3.5.1. Canada: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.3.5.2. Canada: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.3.5.3. Canada: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4. Vision Transformers Market - Europe
- 8.4.1. Europe: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.2. Europe: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.3. Europe: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.4. Vision Transformers Market - UK
- 8.4.4.1. UK: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.4.2. UK: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.4.3. UK: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.5. Vision Transformers Market - France
- 8.4.5.1. France: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.5.2. France: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.5.3. France: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.6. Vision Transformers Market - Germany
- 8.4.6.1. Germany: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.6.2. Germany: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.6.3. Germany: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.7. Vision Transformers Market - Italy
- 8.4.7.1. Italy: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.7.2. Italy: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.7.3. Italy: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.8. Vision Transformers Market - Spain
- 8.4.8.1. Spain: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.8.2. Spain: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.8.3. Spain: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.9. Vision Transformers Market - Netherlands
- 8.4.9.1. Netherlands: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.9.2. Netherlands: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.9.3. Netherlands: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.10. Vision Transformers Market - Russia
- 8.4.10.1. Russia: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.10.2. Russia: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.10.3. Russia: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.4.11. Vision Transformers Market - Rest of Europe
- 8.4.11.1. Rest of Europe: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.4.11.2. Rest of Europe: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.4.11.3. Rest of Europe: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5. Vision Transformers Market - Asia Pacific
- 8.5.1. Asia Pacific: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.2. Asia Pacific: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.3. Asia Pacific: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.4. Vision Transformers Market - China
- 8.5.4.1. China: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.4.2. China: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.4.3. China: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.5. Vision Transformers Market - India
- 8.5.5.1. India: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.5.2. India: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.5.3. India: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.6. Vision Transformers Market - Malaysia
- 8.5.6.1. Malaysia: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.6.2. Malaysia: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.6.3. Malaysia: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.7. Vision Transformers Market - Japan
- 8.5.7.1. Japan: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.7.2. Japan: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.7.3. Japan: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.8. Vision Transformers Market - Indonesia
- 8.5.8.1. Indonesia: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.8.2. Indonesia: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.8.3. Indonesia: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.9. Vision Transformers Market - South Korea
- 8.5.9.1. South Korea: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.9.2. South Korea: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.9.3. South Korea: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.10. Vision Transformers Market - Australia
- 8.5.10.1. Australia: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.10.2. Australia: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.10.3. Australia: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.5.11. Vision Transformers Market - Rest of Asia Pacific
- 8.5.11.1. Rest of Asia Pacific: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.5.11.2. Rest of Asia Pacific: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.5.11.3. Rest of Asia Pacific: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.6. Vision Transformers Market - Middle East & Africa
- 8.6.1. Middle East & Africa: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.6.2. Middle East & Africa: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.6.3. Middle East & Africa: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.6.4. Vision Transformers Market - Saudi Arabia
- 8.6.4.1. Saudi Arabia: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.6.4.2. Saudi Arabia: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.6.4.3. Saudi Arabia: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.6.5. Vision Transformers Market - UAE
- 8.6.5.1. UAE: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.6.5.2. UAE: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.6.5.3. UAE: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.6.6. Vision Transformers Market - Israel
- 8.6.6.1. Israel: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.6.6.2. Israel: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.6.6.3. Israel: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.6.7. Vision Transformers Market - South Africa
- 8.6.7.1. South Africa: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.6.7.2. South Africa: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.6.7.3. South Africa: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.6.8. Vision Transformers Market - Rest of Middle East & Africa
- 8.6.8.1. Rest of Middle East & Africa: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.6.8.2. Rest of Middle East & Africa: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.6.8.3. Rest of Middle East & Africa: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.7. Vision Transformers Market - Latin America
- 8.7.1. Latin America: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.7.2. Latin America: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.7.3. Latin America: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.7.4. Vision Transformers Market - Mexico
- 8.7.4.1. Mexico: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.7.4.2. Mexico: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.7.4.3. Mexico: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.7.5. Vision Transformers Market - Brazil
- 8.7.5.1. Brazil: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.7.5.2. Brazil: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.7.5.3. Brazil: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.7.6. Vision Transformers Market - Argentina
- 8.7.6.1. Argentina: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.7.6.2. Argentina: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.7.6.3. Argentina: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
- 8.7.7. Vision Transformers Market - Rest of Latin America
- 8.7.7.1. Rest of Latin America: Vision Transformers Market, by Offering, 2019-2032 (USD million)
- 8.7.7.2. Rest of Latin America: Vision Transformers Market, by Application, 2019-2032 (USD million)
- 8.7.7.3. Rest of Latin America: Vision Transformers Market, by Vertical, 2019-2032 (USD million)
9. Competitive Landscape
- 9.1. Expansion and Acquisition Analysis
- 9.1.1. Expansion
- 9.1.2. Acquisitions
- 9.2. Partnerships/Collaborations/Agreements/Exhibitions
10. Company Profiles
- 10.1. Amazon Web Services, Inc.
- 10.1.1. Company Overview
- 10.1.2. Financial Performance
- 10.1.3. Product Benchmarking
- 10.1.4. Recent Development
- 10.2. Clarifai, Inc.
- 10.2.1. Company Overview
- 10.2.2. Financial Performance
- 10.2.3. Product Benchmarking
- 10.2.4. Recent Development
- 10.3. Intel Corporation
- 10.3.1. Company Overview
- 10.3.2. Financial Performance
- 10.3.3. Product Benchmarking
- 10.3.4. Recent Development
- 10.4. Microsoft
- 10.4.1. Company Overview
- 10.4.2. Financial Performance
- 10.4.3. Product Benchmarking
- 10.4.4. Recent Development
- 10.5. NVIDIA Corporation
- 10.5.1. Company Overview
- 10.5.2. Financial Performance
- 10.5.3. Product Benchmarking
- 10.5.4. Recent Development
- 10.6. OpenAI
- 10.6.1. Company Overview
- 10.6.2. Financial Performance
- 10.6.3. Product Benchmarking
- 10.6.4. Recent Development
- 10.7. Google Inc.
- 10.7.1. Company Overview
- 10.7.2. Financial Performance
- 10.7.3. Product Benchmarking
- 10.7.4. Recent Development
- 10.8. Qualcomm Technologies, Inc.
- 10.8.1. Company Overview
- 10.8.2. Financial Performance
- 10.8.3. Product Benchmarking
- 10.8.4. Recent Development
- 10.9. Synopsys, Inc.
- 10.9.1. Company Overview
- 10.9.2. Financial Performance
- 10.9.3. Product Benchmarking
- 10.9.4. Recent Development
- 10.10. Hugging Face
- 10.10.1. Company Overview
- 10.10.2. Financial Performance
- 10.10.3. Product Benchmarking
- 10.10.4. Recent Development
- 10.11. Datature
- 10.11.1. Company Overview
- 10.11.2. Financial Performance
- 10.11.3. Product Benchmarking
- 10.11.4. Recent Development
- 10.12. Apple Inc.
- 10.12.1. Company Overview
- 10.12.2. Financial Performance
- 10.12.3. Product Benchmarking
- 10.12.4. Recent Development
- 10.13. viso.ai
- 10.13.1. Company Overview
- 10.13.2. Financial Performance
- 10.13.3. Product Benchmarking
- 10.13.4. Recent Development
- 10.14. V7Labs
- 10.14.1. Company Overview
- 10.14.2. Financial Performance
- 10.14.3. Product Benchmarking
- 10.14.4. Recent Development
