デフォルト表紙
市場調査レポート
商品コード
1338891

ディープラーニング市場、シェア、市場規模、動向、産業分析レポート:ソリューション別、ハードウェア別、最終用途別、地域別、セグメント別予測、2023年~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: | 発行: Polaris Market Research | ページ情報: 英文 116 Pages | 納期: 即日から翌営業日

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=151.16円
ディープラーニング市場、シェア、市場規模、動向、産業分析レポート:ソリューション別、ハードウェア別、最終用途別、地域別、セグメント別予測、2023年~2032年
出版日: 2023年06月23日
発行: Polaris Market Research
ページ情報: 英文 116 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

Polaris Market Researchの最新調査によると、世界のディープラーニング市場規模は2032年までに1兆7,272億4,000万米ドルに達する見込みです。このレポートは現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

ディープラーニングは、自然言語処理、音声認識、自律走行車などの最新技術に欠かせない要素となっています。この成長は、データの利用可能性の増加や、GPUやFPGAなどのハードウェアの進歩など、いくつかの要因によるものです。また、インテリジェントな意思決定システムの必要性、ビッグデータ分析の成長、クラウドベースの技術の採用増加も、世界市場の著しい成長に寄与しています。

2021年5月、Google CloudはVertex AIプラットフォームを発表しました。このプラットフォームは、あらかじめ構築されたツールやワークフローを提供することで、機械学習モデルの開発・導入プロセスを簡素化することを目的としています。この発表は、AIとMLの能力を強化し、市場での競争力を維持するためのグーグルの継続的な取り組みに沿ったものです。

さらに、クラウドベースのディープラーニングプラットフォームとソフトウェアソリューションへの統合が、市場の拡大をさらに加速させています。主な促進要因のひとつは、ディープラーニング・アルゴリズムがより正確で効果的になることを可能にした、データの利用可能性の増加です。データの利用可能性、高度なハードウェア開拓、金融や小売など様々な産業への応用は、今後も市場の成長を後押しすると予想されます。

ディープラーニング市場レポートハイライト

ソフトウェア分野は、開発者がアクセス可能なソフトウェアツールの量が増加し、世界市場全体の経験値が高まったため、2022年の世界市場シェアの大部分を占めました。

グラフィックス処理ユニット(GPU)セグメントは、2022年の世界市場を独占し、高いメモリ帯域幅とスループットを占めています。また、将来の市場成長につながる市場のパフォーマンスを向上させる。

画像認識分野は、調査期間中に最も速いCAGRで成長すると予測され、これはビジュアル検索、顔認識を含む様々な機能によって牽引されます。

自動車産業セグメントは、効率的で信頼性の高い性能の結果として、大規模な計算能力に対する広範なニーズがあるため、大きな収益シェアを占めて市場をリードしています。

北米地域は、そのような国々で深層学習と画像認識分野を統合する拡大が増加していることを理由に、2022年の世界市場を独占しました。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界のディープラーニング市場に関する洞察

  • ディープラーニング-業界スナップショット
  • ディープラーニング市場力学
    • 促進要因と機会
      • ビッグデータ分析の普及率の向上
      • 深層学習アルゴリズムの改善
    • 抑制要因と課題
      • 深層学習モデルのスケーラビリティ
  • PESTLE分析
  • ディープラーニング業界の動向
  • バリューチェーン分析
  • COVID-19感染症の影響分析

第5章 世界のディープラーニング市場、ソリューション別

  • 主な調査結果
  • イントロダクション
  • ハードウェア
  • ソフトウェア
  • サービス

第6章 世界のディープラーニング市場、 アプリケーション別

  • 主な調査結果
  • イントロダクション
  • 画像認識
  • 音声認識
  • ビデオ監視と診断
  • データマイニング

第7章 世界のディープラーニング市場、最終用途別

  • 主な調査結果
  • イントロダクション
  • 自動車
  • 航空宇宙と防衛
  • ヘルスケア
  • 小売り
  • その他

第8章 世界のディープラーニング市場、ハードウェア別

  • 主な調査結果
  • イントロダクション
  • 中央処理装置(CPU)
  • グラフィックスプロセッシングユニット(GPU)
  • フィールドプログラマブルゲートアレイ(FPGA)
  • 特定用途向け集積回路(ASIC)

第9章 世界のディープラーニング市場、地域別

  • 主な調査結果
  • イントロダクション
    • ディープラーニング市場評価、地域別、2019-2032
  • ディープラーニング市場-北米
    • 北米:ディープラーニング市場、ソリューション別、2019~2032年
    • 北米:ディープラーニング市場、ハードウェア別、2019~2032年
    • 北米:ディープラーニング市場、アプリケーション別、2019~2032年
    • 北米:ディープラーニング市場、エンドユース別、2019~2032年
    • ディープラーニング市場-米国
    • ディープラーニング市場- カナダ
  • ディープラーニング市場- 欧州
    • 欧州:ディープラーニング市場、ソリューション別、2019~2032年
    • 欧州:ディープラーニング市場、ハードウェア別、2019~2032年
    • 欧州:ディープラーニング市場、アプリケーション別、2019~2032年
    • 欧州:ディープラーニング市場、エンドユース別、2019~2032年
    • ディープラーニング市場- 英国
    • ディープラーニング市場- フランス
    • ディープラーニング市場- ドイツ
    • ディープラーニング市場- イタリア
    • ディープラーニング市場- スペイン
    • ディープラーニング市場- オランダ
    • ディープラーニング市場- ロシア
  • ディープラーニング市場- アジア太平洋
    • アジア太平洋地域:ディープラーニング市場、ソリューション別、2019~2032年
    • アジア太平洋:ディープラーニング市場、ハードウェア別、2019~2032年
    • アジア太平洋地域:ディープラーニング市場、アプリケーション別、2019~2032年
    • アジア太平洋地域:ディープラーニング市場、エンドユース別、2019~2032年
    • ディープラーニング市場- 中国
    • ディープラーニング市場- インド
    • ディープラーニング市場- 日本
    • ディープラーニング市場- マレーシア
    • ディープラーニング市場- インドネシア
    • ディープラーニング市場- 韓国
  • ディープラーニング市場-中東およびアフリカ
    • 中東およびアフリカ:ディープラーニング市場、ソリューション別、2019~2032年
    • 中東およびアフリカ:ディープラーニング市場、ハードウェア別、2019~2032年
    • 中東およびアフリカ:ディープラーニング市場、アプリケーション別、2019~2032年
    • 中東およびアフリカ:ディープラーニング市場、エンドユース別、2019~2032年
    • ディープラーニング市場- サウジアラビア
    • ディープラーニング市場- 南アフリカ
    • ディープラーニング市場- イスラエル
    • ディープラーニング市場- アラブ首長国連邦
  • ディープラーニング市場-ラテンアメリカ
    • ラテンアメリカ:ディープラーニング市場、ソリューション別、2019~2032年
    • ラテンアメリカ:ディープラーニング市場、ハードウェア別、2019~2032年
    • ラテンアメリカ:ディープラーニング市場、アプリケーション別、2019~2032年
    • ラテンアメリカ:ディープラーニング市場、エンドユース別、2019~2032年
    • ディープラーニング市場- メキシコ
    • ディープラーニング市場- ブラジル
    • ディープラーニング市場- アルゼンチン

第10章 競合情勢

  • 拡張と買収の分析
    • 拡大
    • 買収
  • 提携/協業/合意/公開

第11章 企業プロファイル

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

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)
目次
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