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市场调查报告书
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1392220

全球愿景变压器市场研究报告 - 2023 年至 2030 年产业分析、规模、份额、成长、趋势与预测

Global Vision Transformers Market Research Report - Industry Analysis, Size, Share, Growth, Trends and Forecast 2023 to 2030
出版日期: | 出版商: Value Market Research | 英文 235 Pages | 商品交期: 最快1-2个工作天内

价格

预计到 2030 年，全球视觉变压器市场的市场规模将从 2022 年的 14 亿美元达到近 158.5 亿美元，2023-2030 年研究期间CAGR为 35.4%。

视觉变压器 (ViT) 是一类主要为电脑视觉任务设计的神经网路架构，利用最初为自然语言处理 (NLP) 引入的变压器架构。与电脑视觉中常用的传统卷积神经网路 (CNN) 不同，ViT 依靠自註意力机制和转换器区块来进行特征提取和从视觉资料中学习。

市场动态：

视觉变压器市场是由推动其在电脑视觉领域的采用和进步的几个关键因素所推动的。 ViT 表现出令人印象深刻的效能，在准确性方面可与传统的捲积神经网路 (CNN) 相媲美，并且在影像分类、物件侦测和分割等各种任务中表现出色。它们跨应用程式的适应性以及透过自註意力机制理解图像中的全局背景的熟练程度有助于其市场吸引力。在无需更改架构的情况下处理不同资料集和图像大小的可扩展性和效率使得 ViT 在实际应用中非常实用。基于变压器的架构的持续研究工作和不断增强进一步增强了它们的功能和性能。硬体的进步，包括变压器模型的专用加速器，促进了高效的培训和部署。 ViT 广泛应用于医疗保健、自动驾驶汽车、农业等行业，从而激发了对其开发和实施的兴趣和投资。随着电脑视觉新用例的出现，视觉转换器将自己定位为具有竞争力的解决方案，推动其融入不同的行业和应用，并促进市场的成长。

研究报告涵盖波特五力模型、市场吸引力分析和价值链分析。这些工具有助于清晰地了解行业结构并评估全球范围内的竞争吸引力。此外，这些工具还对全球视觉变压器市场的每个细分市场进行了包容性评估。视觉变压器产业的成长和趋势为这项研究提供了整体方法。

区域分析：

本节涵盖区域前景，重点介绍北美、欧洲、亚太地区、拉丁美洲以及中东和非洲视觉变压器市场当前和未来的需求。此外，该报告重点关注所有主要地区各个应用领域的需求、估计和预测。

该研究报告还涵盖了市场主要参与者的全面概况以及对全球竞争格局的深入了解。视觉变形金刚市场的主要参与者包括Google（美国）、OpenAI（美国）、Meta（美国）。 AWS（美国）、NVIDIA Corporation（美国）、LeewayHertz（美国）、Synopsys（美国）、Hugging Face（美国）、Microsoft（美国）、Qualcomm（美国）、Intel（美国）、Clarifai（美国）、Quadric（美国） ）、Viso.al（瑞士）、Deci（以色列）和 V7 Labs（英国）。本节包含竞争格局的整体视图，包括各种策略发展，例如关键併购、未来产能、合作伙伴关係、财务概况、合作、新产品开发、新产品发布和其他发展。

如果您有任何客製化要求，请写信给我们。我们的研究团队可以根据您的需求提供客製化报告。

目录

第一章：前言

  • 报告说明
    • 客观的
    • 目标受众
    • 独特的销售主张 (USP) 和产品
  • 研究范围
  • 研究方法论
    • 市场研究过程
    • 市场研究方法论

第 2 章：执行摘要

  • 市集亮点
  • 全球市场概况

第 3 章：愿景变革者 - 产业分析

  • 简介 - 市场动态
  • 市场驱动因素
  • 市场限制
  • 机会
  • 产业动态
  • 波特五力分析
  • 市场吸引力分析
    • 按产品提供的市场吸引力分析
    • 市场吸引力分析：依应用分类
    • 按垂直领域分類的市场吸引力分析
    • 市场吸引力分析：按地区

第 4 章：价值链分析

  • 价值链分析
  • 原料分析
    • 原料清单
    • 原料厂商清单
    • 主要原物料价格走势
  • 潜在买家名单
  • 行销管道
    • 直效行销
    • 间接行销
    • 行销通路发展趋势

第 5 章：全球愿景变形金刚市场分析：依产品分类

  • 按产品分类概览
  • 历史和预测数据
  • 按产品分析
  • 解决方案（硬体、软体）
  • 专业服务（咨询、部署和整合、培训、支援和维护）

第 6 章：全球愿景变压器市场分析：按应用分类

  • 概述：按应用
  • 历史和预测数据
  • 分析：按应用
  • 影像分类
  • 图片字幕
  • 影像分割
  • 物体侦测
  • 其他应用

第 7 章：全球愿景变形金刚市场分析：按垂直领域

  • 按垂直领域概述
  • 历史和预测数据
  • 垂直分析
  • 零售与电子商务
  • 媒体与娱乐
  • 汽车
  • 政府与国防
  • 医疗保健与生命科学
  • 其他垂直领域

第 8 章：全球愿景变形金刚市场分析：依地理位置

  • 区域展望
  • 介绍
  • 北美销售分析
    • 概览、历史与预测资料销售分析
    • 北美按细分市场销售分析
    • 北美按国家销售分析
    • 美国销售分析
    • 加拿大销售分析
    • 墨西哥销售分析
  • 欧洲销售分析
    • 概览、历史与预测资料销售分析
    • 欧洲按细分市场销售分析
    • 欧洲按国家销售分析
    • 英国销售分析
    • 法国销售分析
    • 德国销售分析
    • 义大利销售分析
    • 俄罗斯销售分析
    • 欧洲其他地区销售分析
  • 亚太地区销售分析
    • 概览、历史与预测资料销售分析
    • 亚太地区按细分市场销售分析
    • 亚太地区国家/地区销售分析
    • 中国销售分析
    • 印度销售分析
    • 日本销售分析
    • 韩国销售分析
    • 澳洲销售分析
    • 东南亚销售分析
    • 亚太地区其他地区销售分析
  • 拉丁美洲销售分析
    • 概览、历史与预测资料销售分析
    • 拉丁美洲按细分市场销售分析
    • 拉丁美洲按国家销售分析
    • 巴西销售分析
    • 阿根廷销售分析
    • 秘鲁销售分析
    • 智利销售分析
    • 拉丁美洲其他地区销售分析
  • 中东和非洲销售分析
    • 概览、历史与预测资料销售分析
    • 中东和非洲按细分市场销售分析
    • 中东和非洲国家销售分析
    • 沙乌地阿拉伯销售分析
    • 阿联酋销售分析
    • 以色列销售分析
    • 南非销售分析
    • 中东其他地区和非洲销售分析

第 9 章：Vision Transformers 公司的竞争格局

  • 视觉变压器市场竞争
  • 伙伴关係/协作/协议
  • 併购
  • 新产品发布
  • 其他发展

第 10 章：公司简介

  • 公司股份分析
  • 市场集中度
  • Google (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • OpenAI (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Meta (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • AWS (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • NVIDIA Corporation (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • LeewayHertz (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Synopsys (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Hugging Face (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Microsoft (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Qualcomm (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Intel (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Clarifai (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Quadric (US)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Viso.al (Switzerland)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • Deci (Israel)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展
  • V7 Labs (UK)
    • 公司简介
    • 公司收入
    • 产品
    • 最近的发展

注意 - 在公司概况中，财务详细资讯和近期发展视情况而定，或者如果是私人公司，则可能不包括在内

Product Code: VMR112112906

The global demand for Vision Transformers Market is presumed to reach the market size of nearly USD 15.85 BN by 2030 from USD 1.4 BN in 2022 with a CAGR of 35.4% under the study period 2023 - 2030.

Vision transformers (ViT) are a class of neural network architectures designed primarily for computer vision tasks, leveraging the transformer architecture originally introduced for natural language processing (NLP). Unlike traditional convolutional neural networks (CNNs) commonly used in computer vision, ViTs rely on self-attention mechanisms and transformer blocks for feature extraction and learning from visual data.

MARKET DYNAMICS:

The Vision transformers market is driven by several key factors propelling their adoption and advancement in computer vision. ViTs exhibit impressive performance, rivaling traditional convolutional neural networks (CNNs) in accuracy and excelling in various tasks like image classification, object detection, and segmentation. Their adaptability across applications and proficiency in understanding the global context within images through self-attention mechanisms contribute to their market appeal. Scalability and efficiency in handling diverse datasets and image sizes without architectural changes make ViTs practical for real-world applications. Ongoing research efforts and continuous enhancements in transformer-based architectures further bolster their capabilities and performance. Advancements in hardware, including specialized accelerators for transformer models, facilitate efficient training and deployment. ViTs find applications across industries like healthcare, autonomous vehicles, agriculture, and more, driving interest and investment in their development and implementation. As novel use cases for computer vision emerge, vision transformers position themselves as competitive solutions, propelling their integration into diverse industries and applications and fostering the growth of the market.

The research report covers Porter's Five Forces Model, Market Attractiveness Analysis, and Value Chain analysis. These tools help to get a clear picture of the industry's structure and evaluate the competition attractiveness at a global level. Additionally, these tools also give an inclusive assessment of each segment in the global market of vision transformers. The growth and trends of vision transformers industry provide a holistic approach to this study.

MARKET SEGMENTATION:

This section of the vision transformers market report provides detailed data on the segments at country and regional level, thereby assisting the strategist in identifying the target demographics for the respective product or services with the upcoming opportunities.

By Offering

  • Solution (Hardware, Software)
  • Professional Service (Consulting, Deployment & Integration, Training, Support, & Maintenance)

By Application

  • Image Classification
  • Image Captioning
  • Image Segmentation
  • Object Detection
  • Other Applications

By Vertical

  • Retail & Ecommerce
  • Media & Entertainment
  • Automotive
  • Government & Defense
  • Healthcare & Life Sciences
  • Other Verticals

REGIONAL ANALYSIS:

This section covers the regional outlook, which accentuates current and future demand for the Vision Transformers market across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. Further, the report focuses on demand, estimation, and forecast for individual application segments across all the prominent regions.

The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the Vision Transformers market include Google (US), OpenAI (US), Meta (US). AWS (US), NVIDIA Corporation (US), LeewayHertz (US), Synopsys (US), Hugging Face (US), Microsoft (US), Qualcomm (US), Intel (US), Clarifai (US), Quadric (US), Viso.al (Switzerland), Deci (Israel), and V7 Labs (UK). This section consists of a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.

In case you have any custom requirements, do write to us. Our research team can offer a customized report as per your need.

TABLE OF CONTENTS

1 . PREFACE

  • 1.1. Report Description
    • 1.1.1. Objective
    • 1.1.2. Target Audience
    • 1.1.3. Unique Selling Proposition (USP) & offerings
  • 1.2. Research Scope
  • 1.3. Research Methodology
    • 1.3.1. Market Research Process
    • 1.3.2. Market Research Methodology

2 . EXECUTIVE SUMMARY

  • 2.1. Highlights of Market
  • 2.2. Global Market Snapshot

3 . VISION TRANSFORMERS - INDUSTRY ANALYSIS

  • 3.1. Introduction - Market Dynamics
  • 3.2. Market Drivers
  • 3.3. Market Restraints
  • 3.4. Opportunities
  • 3.5. Industry Trends
  • 3.6. Porter's Five Force Analysis
  • 3.7. Market Attractiveness Analysis
    • 3.7.1 Market Attractiveness Analysis By Offering
    • 3.7.2 Market Attractiveness Analysis By Application
    • 3.7.3 Market Attractiveness Analysis By Vertical
    • 3.7.4 Market Attractiveness Analysis By Region

4 . VALUE CHAIN ANALYSIS

  • 4.1. Value Chain Analysis
  • 4.2. Raw Material Analysis
    • 4.2.1. List of Raw Materials
    • 4.2.2. Raw Material Manufactures List
    • 4.2.3. Price Trend of Key Raw Materials
  • 4.3. List of Potential Buyers
  • 4.4. Marketing Channel
    • 4.4.1. Direct Marketing
    • 4.4.2. Indirect Marketing
    • 4.4.3. Marketing Channel Development Trend

5 . GLOBAL VISION TRANSFORMERS MARKET ANALYSIS BY OFFERING

  • 5.1 Overview by Offering
  • 5.2 Historical and Forecast Data
  • 5.3 Analysis by Offering
  • 5.4 Solution (Hardware, Software) Historic and Forecast Sales by Regions
  • 5.5 Professional Service (Consulting, Deployment & Integration, Training, Support, & Maintenance) Historic and Forecast Sales by Regions

6 . GLOBAL VISION TRANSFORMERS MARKET ANALYSIS BY APPLICATION

  • 6.1 Overview by Application
  • 6.2 Historical and Forecast Data
  • 6.3 Analysis by Application
  • 6.4 Image Classification Historic and Forecast Sales by Regions
  • 6.5 Image Captioning Historic and Forecast Sales by Regions
  • 6.6 Image Segmentation Historic and Forecast Sales by Regions
  • 6.7 Object Detection Historic and Forecast Sales by Regions
  • 6.8 Other Applications Historic and Forecast Sales by Regions

7 . GLOBAL VISION TRANSFORMERS MARKET ANALYSIS BY VERTICAL

  • 7.1 Overview by Vertical
  • 7.2 Historical and Forecast Data
  • 7.3 Analysis by Vertical
  • 7.4 Retail & Ecommerce Historic and Forecast Sales by Regions
  • 7.5 Media & Entertainment Historic and Forecast Sales by Regions
  • 7.6 Automotive Historic and Forecast Sales by Regions
  • 7.7 Government & Defense Historic and Forecast Sales by Regions
  • 7.8 Healthcare & Life Sciences Historic and Forecast Sales by Regions
  • 7.9 Other Verticals Historic and Forecast Sales by Regions

8 . GLOBAL VISION TRANSFORMERS MARKET ANALYSIS BY GEOGRAPHY

  • 8.1. Regional Outlook
  • 8.2. Introduction
  • 8.3. North America Sales Analysis
    • 8.3.1. Overview, Historic and Forecast Data Sales Analysis
    • 8.3.2. North America By Segment Sales Analysis
    • 8.3.3. North America By Country Sales Analysis
    • 8.3.4. United State Sales Analysis
    • 8.3.5. Canada Sales Analysis
    • 8.3.6. Mexico Sales Analysis
  • 8.4. Europe Sales Analysis
    • 8.4.1. Overview, Historic and Forecast Data Sales Analysis
    • 8.4.2. Europe by Segment Sales Analysis
    • 8.4.3. Europe by Country Sales Analysis
    • 8.4.4. United Kingdom Sales Analysis
    • 8.4.5. France Sales Analysis
    • 8.4.6. Germany Sales Analysis
    • 8.4.7. Italy Sales Analysis
    • 8.4.8. Russia Sales Analysis
    • 8.4.9. Rest Of Europe Sales Analysis
  • 8.5. Asia Pacific Sales Analysis
    • 8.5.1. Overview, Historic and Forecast Data Sales Analysis
    • 8.5.2. Asia Pacific by Segment Sales Analysis
    • 8.5.3. Asia Pacific by Country Sales Analysis
    • 8.5.4. China Sales Analysis
    • 8.5.5. India Sales Analysis
    • 8.5.6. Japan Sales Analysis
    • 8.5.7. South Korea Sales Analysis
    • 8.5.8. Australia Sales Analysis
    • 8.5.9. South East Asia Sales Analysis
    • 8.5.10. Rest Of Asia Pacific Sales Analysis
  • 8.6. Latin America Sales Analysis
    • 8.6.1. Overview, Historic and Forecast Data Sales Analysis
    • 8.6.2. Latin America by Segment Sales Analysis
    • 8.6.3. Latin America by Country Sales Analysis
    • 8.6.4. Brazil Sales Analysis
    • 8.6.5. Argentina Sales Analysis
    • 8.6.6. Peru Sales Analysis
    • 8.6.7. Chile Sales Analysis
    • 8.6.8. Rest of Latin America Sales Analysis
  • 8.7. Middle East & Africa Sales Analysis
    • 8.7.1. Overview, Historic and Forecast Data Sales Analysis
    • 8.7.2. Middle East & Africa by Segment Sales Analysis
    • 8.7.3. Middle East & Africa by Country Sales Analysis
    • 8.7.4. Saudi Arabia Sales Analysis
    • 8.7.5. UAE Sales Analysis
    • 8.7.6. Israel Sales Analysis
    • 8.7.7. South Africa Sales Analysis
    • 8.7.8. Rest Of Middle East And Africa Sales Analysis

9 . COMPETITIVE LANDSCAPE OF THE VISION TRANSFORMERS COMPANIES

  • 9.1. Vision Transformers Market Competition
  • 9.2. Partnership/Collaboration/Agreement
  • 9.3. Merger And Acquisitions
  • 9.4. New Product Launch
  • 9.5. Other Developments

10 . COMPANY PROFILES OF VISION TRANSFORMERS INDUSTRY

  • 10.1. Company Share Analysis
  • 10.2. Market Concentration Rate
  • 10.3. Google (US)
    • 10.3.1. Company Overview
    • 10.3.2. Company Revenue
    • 10.3.3. Products
    • 10.3.4. Recent Developments
  • 10.4. OpenAI (US)
    • 10.4.1. Company Overview
    • 10.4.2. Company Revenue
    • 10.4.3. Products
    • 10.4.4. Recent Developments
  • 10.5. Meta (US)
    • 10.5.1. Company Overview
    • 10.5.2. Company Revenue
    • 10.5.3. Products
    • 10.5.4. Recent Developments
  • 10.6. AWS (US)
    • 10.6.1. Company Overview
    • 10.6.2. Company Revenue
    • 10.6.3. Products
    • 10.6.4. Recent Developments
  • 10.7. NVIDIA Corporation (US)
    • 10.7.1. Company Overview
    • 10.7.2. Company Revenue
    • 10.7.3. Products
    • 10.7.4. Recent Developments
  • 10.8. LeewayHertz (US)
    • 10.8.1. Company Overview
    • 10.8.2. Company Revenue
    • 10.8.3. Products
    • 10.8.4. Recent Developments
  • 10.9. Synopsys (US)
    • 10.9.1. Company Overview
    • 10.9.2. Company Revenue
    • 10.9.3. Products
    • 10.9.4. Recent Developments
  • 10.10. Hugging Face (US)
    • 10.10.1. Company Overview
    • 10.10.2. Company Revenue
    • 10.10.3. Products
    • 10.10.4. Recent Developments
  • 10.11. Microsoft (US)
    • 10.11.1. Company Overview
    • 10.11.2. Company Revenue
    • 10.11.3. Products
    • 10.11.4. Recent Developments
  • 10.12. Qualcomm (US)
    • 10.12.1. Company Overview
    • 10.12.2. Company Revenue
    • 10.12.3. Products
    • 10.12.4. Recent Developments
  • 10.13. Intel (US)
    • 10.13.1. Company Overview
    • 10.13.2. Company Revenue
    • 10.13.3. Products
    • 10.13.4. Recent Developments
  • 10.14. Clarifai (US)
    • 10.14.1. Company Overview
    • 10.14.2. Company Revenue
    • 10.14.3. Products
    • 10.14.4. Recent Developments
  • 10.15. Quadric (US)
    • 10.15.1. Company Overview
    • 10.15.2. Company Revenue
    • 10.15.3. Products
    • 10.15.4. Recent Developments
  • 10.16. Viso.al (Switzerland)
    • 10.16.1. Company Overview
    • 10.16.2. Company Revenue
    • 10.16.3. Products
    • 10.16.4. Recent Developments
  • 10.17. Deci (Israel)
    • 10.17.1. Company Overview
    • 10.17.2. Company Revenue
    • 10.17.3. Products
    • 10.17.4. Recent Developments
  • 10.18. V7 Labs (UK)
    • 10.18.1. Company Overview
    • 10.18.2. Company Revenue
    • 10.18.3. Products
    • 10.18.4. Recent Developments

Note - in company profiling, financial details and recent development are subject to availability or might not be covered in case of private companies

LIST OF TABLES

  • Market Snapshot
  • Drivers : Impact Analysis
  • Restraints : Impact Analysis
  • List of Raw Material
  • List of Raw Material Manufactures
  • List of Potential Buyers
  • Analysis by Offering (USD MN)
  • Solution (Hardware, Software) Market Sales by Geography (USD MN)
  • Professional Service (Consulting, Deployment & Integration, Training, Support, & Maintenance) Market Sales by Geography (USD MN)
  • Analysis Market by Application (USD MN)
  • Image Classification Market Sales by Geography (USD MN)
  • Image Captioning Market Sales by Geography (USD MN)
  • Image Segmentation Market Sales by Geography (USD MN)
  • Object Detection Market Sales by Geography (USD MN)
  • Other Applications Market Sales by Geography (USD MN)
  • Analysis by Vertical (USD MN)
  • Retail & Ecommerce Market Sales by Geography (USD MN)
  • Media & Entertainment Market Sales by Geography (USD MN)
  • Automotive Market Sales by Geography (USD MN)
  • Government & Defense Market Sales by Geography (USD MN)
  • Healthcare & Life Sciences Market Sales by Geography (USD MN)
  • Other Verticals Market Sales by Geography (USD MN)
  • Global Vision Transformers Market Sales by Geography (USD MN)
  • North America Market Analysis (USD MN)
  • United State Market Analysis (USD MN)
  • Canada Market Analysis (USD MN)
  • Mexico Market Analysis (USD MN)
  • Europe Market Analysis (USD MN)
  • Europe Market Estimate by Country (USD MN)
  • United Kingdom Market Analysis (USD MN)
  • France Market Analysis (USD MN)
  • Germany Market Analysis (USD MN)
  • Italy Market Analysis (USD MN)
  • Russia Market Analysis (USD MN)
  • Spain Market Analysis (USD MN)
  • Rest of Europe Market Analysis (USD MN)
  • Asia Pacific Market Analysis (USD MN)
  • China Market Analysis (USD MN)
  • Japan Market Analysis (USD MN)
  • India Market Analysis (USD MN)
  • South Korea Market Analysis (USD MN)
  • Australia Market Analysis (USD MN)
  • South East Asia Market Analysis (USD MN)
  • Rest of Asia Pacific Market Analysis (USD MN)
  • Latin America Market Analysis (USD MN)
  • Brazil Market Analysis (USD MN)
  • Argentina Market Analysis (USD MN)
  • Peru Market Analysis (USD MN)
  • Chile Market Analysis (USD MN)
  • Rest of Latin America Market Analysis (USD MN)
  • Middle East & Africa Market Analysis (USD MN)
  • Saudi Arabia Market Analysis (USD MN)
  • UAE Market Analysis (USD MN)
  • Israel Market Analysis (USD MN)
  • South Africa Market Analysis (USD MN)
  • Rest of Middle East and Africa Market Analysis (USD MN)
  • Partnership/Collaboration/Agreement
  • Mergers And Acquisition

LIST OF FIGURES

  • Research Scope of Vision Transformers Report
  • Market Research Process
  • Market Research Methodology
  • Global Vision Transformers Market Size, by Region (USD MN)
  • Porters Five Forces Analysis
  • Market Attractiveness Analysis by Offering
  • Market Attractiveness Analysis by Application
  • Market Attractiveness Analysis by Vertical
  • Market Attractiveness Analysis by Region
  • Value Chain Analysis
  • Global Market Analysis by Offering (USD MN)
  • Solution (Hardware, Software) Market Sales by Geography (USD MN)
  • Professional Service (Consulting, Deployment & Integration, Training, Support, & Maintenance) Market Sales by Geography (USD MN)
  • Global Market Analysis by Application (USD MN)
  • Image Classification Market Sales by Geography (USD MN)
  • Image Captioning Market Sales by Geography (USD MN)
  • Image Segmentation Market Sales by Geography (USD MN)
  • Object Detection Market Sales by Geography (USD MN)
  • Other Applications Market Sales by Geography (USD MN)
  • Global Market Analysis by Vertical (USD MN)
  • Retail & Ecommerce Market Sales by Geography (USD MN)
  • Media & Entertainment Market Sales by Geography (USD MN)
  • Automotive Market Sales by Geography (USD MN)
  • Government & Defense Market Sales by Geography (USD MN)
  • Healthcare & Life Sciences Market Sales by Geography (USD MN)
  • Other Verticals Market Sales by Geography (USD MN)
  • Global Market Sales (USD MN)
  • North America Market Sales (USD MN)
  • Europe Market Sales (USD MN)
  • Asia Pacific Market Sales (USD MN)
  • Latin America Market Sales (USD MN)
  • Middle East & Africa Market Sales (USD MN)
  • Recent Development in Industry
  • Top Company Market Share Analysis

Kindly note that the above listed are the basic tables and figures of the report and are not limited to the TOC.