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市场调查报告书
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1338891

深度学习市场、份额、市场规模、趋势、行业分析报告：按解决方案、按硬体、按最终用途、按地区、按细分市场、预测，2023-2032 年

Deep Learning Market Share, Size, Trends, Industry Analysis Report, By Solution; By Hardware; By Application (Image Recognition, Voice Recognition); By End-use; By Region; Segment Forecast, 2023- 2032
出版日期: | 出版商: Polaris Market Research | 英文 116 Pages | 商品交期: 最快1-2个工作天内

价格

根据Polaris Market Research的最新研究，到2032年，全球深度学习市场规模预计将达到17,272.4亿美元。 该报告提供了对当前市场动态的详细洞察，并对未来市场成长进行了分析。

深度学习已成为自然语言处理、语音辨识和自动驾驶汽车等新兴技术的重要组成部分。 这种增长归因于多种因素，包括数据可用性的提高以及 GPU 和 FPGA 等硬体的进步。 此外，对智慧决策系统的需求、大数据分析的成长以及基于云端的技术的日益采用也促进了全球市场的显着成长。

2021 年 5 月，Google Cloud 发表了 Vertex AI 平台。 该平台旨在透过提供预先建置的工具和工作流程来简化开发和部署机器学习模型的过程。 这项公告符合Google不断努力加强其人工智慧和机器学习能力并保持市场竞争力的努力。

此外，基于云端的深度学习平台以及与软体解决方案的整合正在进一步加速市场扩张。 主要驱动因素之一是数据可用性的增加，这使得深度学习演算法变得更加准确和有效。 数据可用性、先进硬体开发以及金融和零售等各行业的应用预计将继续推动市场成长。

深度学习市场报告亮点

由于开发者可用的软体工具数量不断增加以及全球市场的整体体验价值不断增加，软体产业将在 2022 年占据全球市场的大部分份额。

图形处理单元 (GPU) 领域在 2022 年占据全球市场主导地位，具有高记忆体频宽和吞吐量。 它还提高了市场表现，从而促进未来市场的成长。

在视觉搜寻和脸部辨识等各种功能的推动下，影像辨识领域预计在研究期间将以最快的复合年增长率成长。

由于高效可靠的性能对大规模运算能力的广泛需求，汽车产业以可观的收入份额引领市场。

由于北美地区深度学习和影像辨识领域的整合不断扩大，2022年北美地区将主导全球市场。

目录

第一章简介

第 2 章执行摘要

第三章研究方法

第四章全球深度学习市场洞察

  • 深度学习 - 产业概况
  • 深度学习市场动态
    • 推动者和机会
      • 提高大数据分析的普及率
      • 改进深度学习演算法
    • 抑制因素和挑战
      • 深度学习模型的可扩展性
  • 杵分析
  • 深度学习产业的趋势
  • 价值链分析
  • COVID-19 感染的影响分析

第 5 章全球深度学习市场（按解决方案）

  • 主要发现
  • 简介
  • 硬体
  • 软体
  • 服务

第 6 章全球深度学习市场（按应用）

  • 主要发现
  • 简介
  • 影像识别
  • 语音识别
  • 视讯监控与诊断
  • 资料探勘

第 7 章以最终用途划分的全球深度学习市场

  • 主要发现
  • 简介
  • 汽车
  • 航空航太与国防
  • 医疗保健
  • 零售
  • 其他

第 8 章全球深度学习市场（按硬体）

  • 主要发现
  • 简介
  • 中央处理器 (CPU)
  • 图形处理单元 (GPU)
  • 现场可程式闸阵列 (FPGA)
  • 专用积体电路 (ASIC)

第 9 章全球深度学习市场（按地区）

  • 主要发现
  • 简介
    • 2019-2032 年深度学习市场评估（按地区）
  • 深度学习市场 - 北美
    • 北美：2019-2032 年深度学习市场（按解决方案）
    • 北美：深度学习市场（按硬体），2019-2032 年
    • 北美：2019-2032 年深度学习市场（按应用）
    • 北美：深度学习市场，依最终用途，2019-2032 年
    • 美国深度学习市场
    • 深度学习市场 - 加拿大
  • 深度学习市场 - 欧洲
    • 欧洲：深度学习市场（按解决方案），2019-2032 年
    • 欧洲：深度学习市场（按硬体），2019-2032 年
    • 欧洲：2019-2032 年深度学习市场（按应用）
    • 欧洲：深度学习市场，依最终用途，2019-2032 年
    • 深度学习市场 - 英国
    • 深度学习市场 - 法国
    • 深度学习市场 - 德国
    • 深度学习市场 - 义大利
    • 深度学习市场 - 西班牙
    • 深度学习市场 - 荷兰
    • 深度学习市场 - 俄罗斯
  • 深度学习市场 - 亚太地区
    • 亚太地区：深度学习市场（按解决方案），2019-2032 年
    • 亚太地区：深度学习市场（按硬体），2019-2032 年
    • 亚太地区：深度学习市场（按应用），2019-2032 年
    • 亚太地区：深度学习市场，依最终用途，2019-2032 年
    • 深度学习市场 - 中国
    • 深度学习市场 - 印度
    • 深度学习市场 - 日本
    • 深度学习市场 - 马来西亚
    • 深度学习市场 - 印尼
    • 深度学习市场 - 韩国
  • 深度学习市场 - 中东和非洲
    • 中东和非洲：深度学习市场（按解决方案），2019-2032 年
    • 中东和非洲：深度学习市场（按硬体），2019-2032 年
    • 中东与非洲：2019-2032 年深度学习市场（按应用）
    • 中东和非洲：深度学习市场（以最终用途），2019-2032 年
    • 深度学习市场 - 沙乌地阿拉伯
    • 深度学习市场 - 南非
    • 深度学习市场 - 以色列
    • 深度学习市场 - 阿拉伯联合大公国
  • 深度学习市场 - 拉丁美洲
    • 拉丁美洲：深度学习市场（按解决方案），2019-2032 年
    • 拉丁美洲：深度学习市场（按硬体），2019-2032 年
    • 拉丁美洲：深度学习市场，按应用划分，2019-2032 年
    • 拉丁美洲：深度学习市场，依最终用途，2019-2032 年
    • 深度学习市场 - 墨西哥
    • 深度学习市场 - 巴西
    • 深度学习市场 - 阿根廷

第10章竞争态势

  • 扩张与收购分析
    • 放大
    • 收购
  • 伙伴关係/协作/协议/揭露

第十一章公司简介

  • Advanced Micro Devices
  • Amazon Web Services
  • Google
  • IBM Corporation
  • Intel Corporation
  • Microsoft
  • NVIDIA Corporation
  • Qualcomm Technologies
  • Samsung
  • Xilinx
  • ARM
  • Clarifai, Inc
  • Entilic
  • HyperVerge
Product Code: PM3335

The global deep learning market size is expected to reach USD 1,727.24 billion by 2032, according to a new study by Polaris Market Research. The report "Deep Learning Market Share, Size, Trends, Industry Analysis Report, By Solution; By Hardware; By Application (Image Recognition, Voice Recognition); By End-use; By Region; Segment Forecast, 2023-2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

Deep learning has become a crucial component of modern technologies, such as natural language processing, speech recognition, and autonomous vehicles. This growth is due to several factors, including the increasing availability of data and advancements in hardware, such as GPUs and FPGAs. Its applications are spreading across industries including healthcare creating growth opportunities for global market, contributing to the remarkable growth of the global market is also driven by the need for intelligent decision-making systems, growth in big data analytics, and the increasing adoption of cloud-based technologies are creating lucrative opportunities for market growth in the coming years.

In May 2021, Google Cloud introduced the Vertex AI platform. The platform aims to simplify the process of developing and deploying machine learning models by offering pre-built tools and workflows. This launch is in line with Google's ongoing efforts to enhance its AI and ML capabilities and remain competitive in the market.

Additionally, cloud-based deep learning platforms and integration into software solutions are further accelerating market expansion. One of the primary drivers is the increasing availability of data, which has enabled deep learning algorithms to become more accurate and effective. Data availability, advanced hardware development, and various industry applications, such as finance, and retail, are expected to continue fueling the growth of the market in the future.

Deep learning market report highlights

Software segment accounted for major global market share in 2022 due to the rise in the quantity of software tools accessible to developers which enhanced the overall global market experience.

The graphics processing unit (GPU) segment dominated the global market in 2022 and accounted for high memory bandwidth and throughput. It also enhances the performance of the market which led to future market growth.

Image recognition segment is projected to grow at a fastest CAGR during the study period, which is driven by its variety of features including visual search, facial recognition

The automotive industry segment led the market with a holding of significant revenue share due to extensive need for massive computational power as a result of efficient and reliable performance.

North America region dominated the global market in 2022 on account of increasing expansion of integrating deep learning and image recognition sector in such countries.

The global key market players include: Advanced Micro Devices Inc., Amazon Web Services Inc., Google LLC, IBM Corporation, Intel Corporation.

Polaris Market Research has segmented the Deep Learning market report based on solution, hardware, application, end-use and region:

Deep Learning, Solution Outlook (Revenue - USD Billion, 2019 - 2032)

  • Hardware
  • Software
  • Services

Deep Learning, Hardware Outlook (Revenue - USD Billion, 2019 - 2032)

  • Central Processing Unit (CPU)
  • Graphics Processing Unit (GPU)
  • Field Programmable Gate array (FPGA)
  • Application-Specific Integration Circuit (ASIC)

Deep Learning, Application Outlook (Revenue - USD Billion, 2019 - 2032)

  • Image Recognition
  • Voice Recognition
  • Video Surveillance & diagnostics
  • Data mining

Deep Learning, End-Use Outlook (Revenue - USD Billion, 2019 - 2032)

  • Automotive
  • Aerospace & Defense
  • Healthcare
  • Retail
  • Others

Deep Learning, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Russia
  • Netherlands
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Indonesia
  • Malaysia
  • Latin America
  • Argentina
  • Brazil
  • Mexico
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa

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 Deep Learning Market Insights

  • 4.1. Deep Learning - Industry Snapshot
  • 4.2. Deep Learning Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Increased penetration in big data analytics
      • 4.2.1.2. Improvement in deep learning algorithms
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Scalability of deep learning models
  • 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. PESTLE Analysis
  • 4.5. Deep Learning Industry Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Deep Learning Market, by Solution

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • 5.3. Hardware
    • 5.3.1. Global Deep Learning Market, by Hardware, by Region, 2019-2032 (USD Billion)
  • 5.4. Software
    • 5.4.1. Global Deep Learning Market, by Software, by Region, 2019-2032 (USD Billion)
  • 5.5. Services
    • 5.5.1. Global Deep Learning Market, by Services, by Region, 2019-2032 (USD Billion)

6. Global Deep Learning Market, by Application

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • 6.3. Image recognition
    • 6.3.1. Global Deep Learning Market, by Image recognition, by Region, 2019-2032 (USD Billion)
  • 6.4. Voice recognition
    • 6.4.1. Global Deep Learning Market, by Voice recognition, by Region, 2019-2032 (USD Billion)
  • 6.5. Video surveillance & diagnostics
    • 6.5.1. Global Deep Learning Market, by Video surveillance & diagnostics, by Region, 2019-2032 (USD Billion)
  • 6.6. Data mining
    • 6.6.1. Global Deep Learning Market, by Data mining, by Region, 2019-2032 (USD Billion)

7. Global Deep Learning Market, by End-use

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • 7.3. Automotive
    • 7.3.1. Global Deep Learning Market, by Automotive, by Region, 2019-2032 (USD Billion)
  • 7.4. Aerospace & Defence
    • 7.4.1. Global Deep Learning Market, by Aerospace & Defence, by Region, 2019-2032 (USD Billion)
  • 7.5. Healthcare
    • 7.5.1. Global Deep Learning Market, by Healthcare, by Region, 2019-2032 (USD Billion)
  • 7.6. Retail
    • 7.6.1. Global Deep Learning Market, by Retail, by Region, 2019-2032 (USD Billion)
  • 7.7. Others
    • 7.7.1. Global Deep Learning Market, by Others, by Region, 2019-2032 (USD Billion)

8. Global Deep Learning Market, by Hardware

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • 8.3. Central Processing Unit (CPU)
    • 8.3.1. Global Deep Learning Market, by Central Processing Unit (CPU), by Region, 2019-2032 (USD Billion)
  • 8.4. Graphics Processing Unit (GPU)
    • 8.4.1. Global Deep Learning Market, by Graphics Processing Unit (GPU), by Region, 2019-2032 (USD Billion)
  • 8.5. Field Programmable Gate array (FPGA)
    • 8.5.1. Global Deep Learning Market, by Field Programmable Gate array (FPGA), by Region, 2019-2032 (USD Billion)
  • 8.6. Application-Specific Integration Circuit (ASIC)
    • 8.6.1. Global Deep Learning Market, by Application-Specific Integration Circuit (ASIC), by Region, 2019-2032 (USD Billion)

9. Global Deep Learning Market, by Geography

  • 9.1. Key findings
  • 9.2. Introduction
    • 9.2.1. Deep Learning Market Assessment, By Geography, 2019-2032 (USD Billion)
  • 9.3. Deep Learning Market - North America
    • 9.3.1. North America: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
    • 9.3.2. North America: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
    • 9.3.3. North America: Deep Learning Market, by Application, 2019-2032 (USD Billion)
    • 9.3.4. North America: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.3.5. Deep Learning Market - U.S.
      • 9.3.5.1. U.S.: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.3.5.2. U.S.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.3.5.3. U.S.: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.3.5.4. U.S.: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.3.6. Deep Learning Market - Canada
      • 9.3.6.1. Canada: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.3.6.2. Canada: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.3.6.3. Canada: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.3.6.4. Canada: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • 9.4. Deep Learning Market - Europe
    • 9.4.1. Europe: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
    • 9.4.2. Europe: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
    • 9.4.3. Europe: Deep Learning Market, by Application, 2019-2032 (USD Billion)
    • 9.4.4. Europe: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.5. Deep Learning Market - UK
      • 9.4.5.1. UK: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.5.2. UK: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.5.3. UK: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.5.4. UK: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.6. Deep Learning Market - France
      • 9.4.6.1. France: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.6.2. France: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.6.3. France: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.6.4. France: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.7. Deep Learning Market - Germany
      • 9.4.7.1. Germany: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.7.2. Germany: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.7.3. Germany: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.7.4. Germany: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.8. Deep Learning Market - Italy
      • 9.4.8.1. Italy: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.8.2. Italy: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.8.3. Italy: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.8.4. Italy: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.9. Deep Learning Market - Spain
      • 9.4.9.1. Spain: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.9.2. Spain: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.9.3. Spain: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.9.4. Spain: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.10. Deep Learning Market - Netherlands
      • 9.4.10.1. Netherlands: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.10.2. Netherlands: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.10.3. Netherlands: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.10.4. Netherlands: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.4.11. Deep Learning Market - Russia
      • 9.4.11.1. Russia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.4.11.2. Russia.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.4.11.3. Russia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.4.11.4. Russia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • 9.5. Deep Learning Market - Asia Pacific
    • 9.5.1. Asia Pacific: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
    • 9.5.2. Asia Pacific: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
    • 9.5.3. Asia Pacific: Deep Learning Market, by Application, 2019-2032 (USD Billion)
    • 9.5.4. Asia Pacific: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.5.5. Deep Learning Market - China
      • 9.5.5.1. China: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.5.5.2. China.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.5.5.3. China: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.5.5.4. China: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.5.6. Deep Learning Market - India
      • 9.5.6.1. India: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.5.6.2. India.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.5.6.3. India: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.5.6.4. India: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.5.7. Deep Learning Market - Japan
      • 9.5.7.1. Japan: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.5.7.2. Japan.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.5.7.3. Japan: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.5.7.4. Japan: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.5.8. Deep Learning Market - Malaysia
      • 9.5.8.1. Malaysia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.5.8.2. Malaysia.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.5.8.3. Malaysia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.5.8.4. Malaysia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.5.9. Deep Learning Market - Indonesia
      • 9.5.9.1. Indonesia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.5.9.2. Indonesia.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.5.9.3. Indonesia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.5.9.4. Indonesia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.5.10. Deep Learning Market - South Korea
      • 9.5.10.1. South Korea: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.5.10.2. South Korea.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.5.10.3. South Korea: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.5.10.4. South Korea: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • 9.6. Deep Learning Market - Middle East & Africa
    • 9.6.1. Middle East & Africa: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
    • 9.6.2. Middle East & Africa: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
    • 9.6.3. Middle East & Africa: Deep Learning Market, by Application, 2019-2032 (USD Billion)
    • 9.6.4. Middle East & Africa: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.6.5. Deep Learning Market - Saudi Arabia
      • 9.6.5.1. Saudi Arabia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.6.5.2. Saudi Arabia: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.6.5.3. Saudi Arabia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.6.5.4. Saudi Arabia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.6.6. Deep Learning Market - South Africa
      • 9.6.6.1. South Africa: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.6.6.2. South Africa: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.6.6.3. South Africa: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.6.6.4. South Africa: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.6.7. Deep Learning Market - Israel
      • 9.6.7.1. Israel: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.6.7.2. Israel: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.6.7.3. Israel: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.6.7.4. Israel: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.6.8. Deep Learning Market - UAE
      • 9.6.8.1. UAE: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.6.8.2. UAE: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.6.8.3. UAE: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.6.8.4. UAE: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • 9.7. Deep Learning Market - Latin America
    • 9.7.1. Latin America: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
    • 9.7.2. Latin America: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
    • 9.7.3. Latin America: Deep Learning Market, by Application, 2019-2032 (USD Billion)
    • 9.7.4. Latin America: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.7.5. Deep Learning Market - Mexico
      • 9.7.5.1. Mexico: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.7.5.2. Mexico: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.7.5.3. Mexico: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.7.5.4. Mexico: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.7.6. Deep Learning Market - Brazil
      • 9.7.6.1. Brazil: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.7.6.2. Brazil: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.7.6.3. Brazil: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.7.6.4. Brazil: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
    • 9.7.7. Deep Learning Market - Argentina
      • 9.7.7.1. Argentina: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
      • 9.7.7.2. Argentina: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
      • 9.7.7.3. Argentina: Deep Learning Market, by Application, 2019-2032 (USD Billion)
      • 9.7.7.4. Argentina: Deep Learning Market, by End-use, 2019-2032 (USD Billion)

10. Competitive Landscape

  • 10.1. Expansion and Acquisition Analysis
    • 10.1.1. Expansion
    • 10.1.2. Acquisitions
  • 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

  • 11.1. Advanced Micro Devices
    • 11.1.1. Company Overview
    • 11.1.2. Financial Performance
    • 11.1.3. Product Benchmarking
    • 11.1.4. Recent Development
  • 11.2. Amazon Web Services
    • 11.2.1. Company Overview
    • 11.2.2. Financial Performance
    • 11.2.3. Product Benchmarking
    • 11.2.4. Recent Development
  • 11.3. Google
    • 11.3.1. Company Overview
    • 11.3.2. Financial Performance
    • 11.3.3. Product Benchmarking
    • 11.3.4. Recent Development
  • 11.4. IBM Corporation
    • 11.4.1. Company Overview
    • 11.4.2. Financial Performance
    • 11.4.3. Product Benchmarking
    • 11.4.4. Recent Development
  • 11.5. Intel Corporation
    • 11.5.1. Company Overview
    • 11.5.2. Financial Performance
    • 11.5.3. Product Benchmarking
    • 11.5.4. Recent Development
  • 11.6. Microsoft
    • 11.6.1. Company Overview
    • 11.6.2. Financial Performance
    • 11.6.3. Product Benchmarking
    • 11.6.4. Recent Development
  • 11.7. NVIDIA Corporation
    • 11.7.1. Company Overview
    • 11.7.2. Financial Performance
    • 11.7.3. Product Benchmarking
    • 11.7.4. Recent Development
  • 11.8. Qualcomm Technologies
    • 11.8.1. Company Overview
    • 11.8.2. Financial Performance
    • 11.8.3. Product Benchmarking
    • 11.8.4. Recent Development
  • 11.9. Samsung
    • 11.9.1. Company Overview
    • 11.9.2. Financial Performance
    • 11.9.3. Product Benchmarking
    • 11.9.4. Recent Development
  • 11.10. Xilinx
    • 11.10.1. Company Overview
    • 11.10.2. Financial Performance
    • 11.10.3. Product Benchmarking
    • 11.10.4. Recent Development
  • 11.11. ARM
    • 11.11.1. Company Overview
    • 11.11.2. Financial Performance
    • 11.11.3. Product Benchmarking
    • 11.11.4. Recent Development
  • 11.12. Clarifai, Inc
    • 11.12.1. Company Overview
    • 11.12.2. Financial Performance
    • 11.12.3. Product Benchmarking
    • 11.12.4. Recent Development
  • 11.13. Entilic
    • 11.13.1. Company Overview
    • 11.13.2. Financial Performance
    • 11.13.3. Product Benchmarking
    • 11.13.4. Recent Development
  • 11.14. HyperVerge
    • 11.14.1. Company Overview
    • 11.14.2. Financial Performance
    • 11.14.3. Product Benchmarking
    • 11.14.4. Recent Development

List of Tables

  • Table 1 Global Deep Learning Market, by Solution, by Region, 2019-2032 (USD Billion)
  • Table 2 Global Deep Learning Market, by Application, by Region, 2019-2032 (USD Billion)
  • Table 3 Global Deep Learning Market, by End-use, by Region, 2019-2032 (USD Billion)
  • Table 4 Global Deep Learning Market, by Hardware, by Region, 2019-2032 (USD Billion)
  • Table 5 Deep Learning Market Assessment, By Geography, 2019-2032 (USD Billion)
  • Table 6 North America: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 7 North America: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 8 North America: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 9 North America: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 10 U.S.: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 11 U.S.: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 12 U.S.: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 13 U.S.: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 14 Canada: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 15 Canada: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 16 Canada: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 17 Canada: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 18 Europe: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 19 Europe: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 20 Europe: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 21 Europe: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 22 Germany: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 23 Germany: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 24 Germany: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 25 Germany: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 26 France: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 27 France: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 28 France: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 29 France: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 30 UK: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 31 UK: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 32 UK: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 33 UK: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 34 Italy: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 35 Italy: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 36 Italy: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 37 Italy: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 38 Netherlands: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 39 Netherlands: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 40 Netherlands: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 41 Netherlands: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 42 Spain: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 43 Spain: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 44 Spain: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 45 Spain: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 46 Russia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 47 Russia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 48 Russia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 49 Russia: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 50 Asia Pacific: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 51 Asia Pacific: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 52 Asia Pacific: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 53 Asia Pacific: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 54 China: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 55 China: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 56 China: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 57 China: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 58 Japan: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 59 Japan: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 60 Japan: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 61 Japan: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 62 India: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 63 India: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 64 India: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 65 India: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 66 Indonesia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 67 Indonesia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 68 Indonesia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 69 Indonesia: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 70 Malaysia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 71 Malaysia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 72 Malaysia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 73 Malaysia: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 74 South Korea: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 75 South Korea: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 76 South Korea: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 77 South Korea: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 78 Latin America: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 79 Latin America: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 80 Latin America: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 81 Latin America: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 82 Brazil: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 83 Brazil: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 84 Brazil: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 85 Brazil: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 86 Mexico: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 87 Mexico: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 88 Mexico: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 89 Mexico: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 90 Argentina: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 91 Argentina: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 92 Argentina: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 93 Argentina: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 94 Middle East & Africa: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 95 Middle East & Africa: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 96 Middle East & Africa: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 97 Middle East & Africa: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 98 UAE: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 99 UAE: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 100 UAE: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 101 UAE: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 102 Saudi Arabia: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 103 Saudi Arabia: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 104 Saudi Arabia: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 105 Saudi Arabia: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 106 South Africa: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 107 South Africa: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 108 South Africa: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 109 South Africa: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)
  • Table 110 Israel: Deep Learning Market, by Solution, 2019-2032 (USD Billion)
  • Table 111 Israel: Deep Learning Market, by Application, 2019-2032 (USD Billion)
  • Table 112 Israel: Deep Learning Market, by End-use, 2019-2032 (USD Billion)
  • Table 113 Israel: Deep Learning Market, by Hardware, 2019-2032 (USD Billion)

List of Figures

  • Figure 1. Global Deep Learning Market, 2019-2032 (USD Billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Hardware
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Solution
  • Figure 7. Global Deep Learning Market, by Solution, 2021 & 2030 (USD Billion)
  • Figure 8. Market by Hardware
  • Figure 9. Global Deep Learning Market, by Hardware, 2021 & 2030 (USD Billion)
  • Figure 10. Market by Application
  • Figure 11. Global Deep Learning Market, by Application, 2021 & 2030 (USD Billion)
  • Figure 12. Market by End-use
  • Figure 13. Global Deep Learning Market, by End-use, 2021 & 2030 (USD Billion)