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市場調查報告書
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1654578

深度學習市場規模、佔有率、趨勢分析報告：按解決方案、應用、最終用途、地區和細分市場預測，2025 年至 2030 年

Deep Learning Market Size, Share & Trends Analysis Report By Solution, By Application (Image Recognition, Voice Recognition, Video Surveillance & Diagnostics, Data Mining), By End-use, By Region, And Segment Forecasts, 2025 - 2030
出版日期: | 出版商: Grand View Research | 英文 118 Pages | 商品交期: 2-10個工作天內

價格

深度學習市場的成長與趨勢

根據Grand View Research, Inc.的最新報告，全球深度學習市場規模預計到2030年將達到5,267億美元，2025年至2030年期間的複合年成長率為31.8%。

深度學習預計將在未來幾年獲得持續的發展勢頭，因為它具有強大的運算能力以及在複雜資料驅動應用方面的改進。預計在預測期內，對巨量資料分析的重視程度不斷提高以及以客戶為中心的服務中人工智慧（AI）的採用將推動深度學習產業的成長。

近年來，人工智慧發展迅速，使機器能夠有效率地執行認知任務。人工智慧在各領域的應用為機器學習和深度學習應用釋放了大量機會。此外，虛擬助理等人工智慧即服務現在使較小的組織無需大量資本投入即可實現深度學習應用所需的人工智慧演算法。此外，海量資料的可用性和對高運算能力的需求正在推動中小企業和大型企業大力投資深度學習技術。

即使資料組織得不好，深度學習也能讓機器解決複雜的問題。深度學習演算法重複執行一項任務，每次進行微調以改善結果。因此，機器執行的任務越多，結果就會越好。因此，可以使用深度學習演算法分析大量非結構化資料，並進一步部署以獲得相關見解，從而實現更可靠的決策流程。例如，公司可以使用深度學習技術來發現行業考察、社交媒體對話和組織股票價格之間的資料指針。

影像識別和語音辨識是深度學習在工業界的一些主要應用。許多線上和線下服務，例如亞馬遜的 Alexa 虛擬助理、微軟的 Cortana 和 Siri，在與人互動時都使用深度學習來獲得語言技能。 Facebook 和 Google 已經將深度學習技術應用於影像分類應用的認知影像分析。這有助於企業提供與影像相關的結果和自動描述。

此外，深度學習演算法能夠以彩色再現黑白影像，在影像彩色化應用中提供令人印象深刻且準確的結果。例如，2019 年 6 月，亞馬遜推出了一種名為 Alexa Conversation 的新型深度學習模型，以透過 Alexa 創造自然的語音體驗。

由於深度學習技術的高採用率，它為供應商提供了有利可圖的投資機會。因此，各公司正在將產品開發視為其佔領深度學習產業佔有率的策略努力的一部分。最近，2020年2月，Google公司宣布推出變壓器深度學習模型的更新版本Reformer。 2020年2月，Concentrix Corporation宣布推出網路安全應用的深度學習演算法工具。

深度學習市場報告重點

  • 軟體部門將引領深度學習產業，到 2024 年收益佔有率將達到 46.64%。近年來，面向開發人員的軟體工具數量大幅增加。
  • 2024 年，影像識別佔了最大的市場佔有率，約為 43.38%。深度學習，尤其是卷積類神經網路（CNN）顯著提高了影像識別的準確率。
  • 汽車終端使用領域在 2024 年佔據深度學習市場最大收益佔有率。自動駕駛汽車是一項顛覆性技術，需要大量運算能力。
  • 北美深度學習市場在2024年佔據最高收益佔有率，達33.6%。這種成長歸因於深度學習在各個領域的應用日益廣泛，尤其是在醫療保健、汽車和零售業，它提高了資料分析和業務效率。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章深度學習市場變數、趨勢與範圍

  • 市場體系展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 深度學習市場分析工具
    • 產業分析 – 波特五力分析
    • PESTEL 分析

第 4 章 深度學習市場：按解決方案的估計和趨勢分析

  • 細分儀表板
  • 深度學習市場：2024 年和 2030 年解決方案趨勢分析
  • 硬體
  • 軟體
  • 服務

第 5 章 深度學習市場：按應用分類的估計和趨勢分析

  • 細分儀表板
  • 深度學習市場：2024 年和 2030 年應用趨勢分析
  • 影像識別
  • 語音辨識
  • 視訊監控與診斷
  • 資料探勘

第6章 深度學習市場：最終用途、估計與趨勢分析

  • 細分儀表板
  • 深度學習市場：2024 年和 2030 年最終用途趨勢分析
  • 車
  • 航太和國防
  • 醫療
  • 零售
  • 其他

第 7 章 深度學習市場：區域、估計與趨勢分析

  • 2024 年及 2030 年各地區深度學習市場佔有率
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 南非

第8章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 公司熱圖分析
  • 戰略地圖
  • 公司簡介/上市公司
    • Advanced Micro Devices, Inc.
    • ARM Ltd.
    • Clarifai, Inc.
    • Entilic
    • Google, Inc.
    • HyperVerge
    • IBM Corporation
    • Intel Corporation
    • Microsoft Corporation
    • NVIDIA Corporation
Product Code: GVR-1-68038-466-6

Deep Learning Market Growth & Trends:

The global deep learning market size is expected to reach USD 526.7 billion by 2030, registering a CAGR of 31.8% from 2025 to 2030, according to a new report by Grand View Research, Inc. Deep learning is expected to gain sustainable momentum in the coming years owing to its high computational ability and improved complex data-driven applications. The growing emphasis on big data analytics and the adoption of Artificial Intelligence (AI) in customer-centric services is expected to propel the growth of the deep learning industry over the forecast period.

AI has evolved rapidly in recent years, enabling machines to perform cognitive tasks effectively. The adoption of AI across various sectors has unlocked numerous potential opportunities for machine learning and deep learning applications. Furthermore, AI-as-a-service such as virtual assistants has allowed smaller organizations to implement AI algorithms required for deep learning applications without a large capital investment. Moreover, the availability of a large amount of data and the need for high computing power encourage SMEs and large enterprises to invest significantly in deep learning technology.

Deep learning allows the machine to solve complex problems even if the data is not well organized. A deep learning algorithm performs a task repeatedly, every time tweaking it to improve the outcomes. Thus, the more the task performed by the machines, the better will be the outcome. As a result, large amounts of unstructured data can be analyzed using deep learning algorithms and further deployed to obtain relevant insights for a more reliable decision-making process. For instance, organizations may use deep learning technology to unveil any data pointers between industry insights, social media conversation, and a stock price of a given organization.

Image and voice recognition are some of the leading applications in the deep learning industry. Several online and offline services such as Alexa virtual assistant by Amazon, Microsoft Cortana, and Siri use deep learning to acquire language skills while interacting with people. Facebook and Google have implemented deep learning technology for cognitive image analysis in their image classification application. It helps companies provide relevant results and automatic descriptions related to images.

Besides, deep learning algorithms can recreate a black-and-white image in color, offering impressive and accurate results in image colorization applications. For instance, In June 2019, Amazon introduced a new deep learning model called Alexa Conversations to create natural voice experiences on Alexa.

Deep learning offers lucrative investment opportunities for vendors due to the technology's high adoption rate. As a result, the companies consider product development as one of the strategic initiatives to capture the deep learning industry share. Recently, in February 2020, Google Inc. announced the launch of Reformer, an updated version of the transformer deep-learning model. In February 2020, Concentrix Corporation launched the deep learning algorithm tool for cybersecurity applications.

Deep Learning Market Report Highlights:

  • The software segment led the deep learning industry and accounted for a revenue share of 46.64% in 2024. The number of software tools for developers has grown significantly over the last few years.
  • Image recognition held the largest market share of around 43.38% in 2024. Deep learning, particularly through Convolutional Neural Networks (CNNs), has significantly improved image recognition accuracy.
  • The automotive end use segment led the deep learning market with the largest revenue share in 2024. The autonomous vehicle is a revolutionary technology that requires a massive amount of computation power.
  • North America deep learning market accounted for the highest revenue share of 33.6% in 2024. This growth is driven by increasing adoption across various sectors, particularly healthcare, automotive, and retail, where deep learning enhances data analysis and operational efficiency.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Deep Learning Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Deep Learning Market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. Deep Learning Market: Solution Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Deep Learning Market: Solution Movement Analysis, 2024 & 2030 (USD Million)
  • 4.3. Hardware
    • 4.3.1. Hardware Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 4.3.1.1. CPU
      • 4.3.1.2. GPU
      • 4.3.1.3. FPGA
      • 4.3.1.4. ASIC
  • 4.4. Software
    • 4.4.1. Software Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Services
    • 4.5.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 4.5.1.1. Installation services
      • 4.5.1.2. Integration services
      • 4.5.1.3. Maintenance & support services

Chapter 5. Deep Learning Market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Deep Learning Market: Application Movement Analysis, 2024 & 2030 (USD Million)
  • 5.3. Image recognition
    • 5.3.1. Image recognition Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Voice recognition
    • 5.4.1. Voice recognition Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Video surveillance & diagnostics
    • 5.5.1. Video surveillance & diagnostics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.6. Data Mining
    • 5.6.1. Data Mining Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Deep Learning Market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Deep Learning Market: End Use Movement Analysis, 2024 & 2030 (USD Million)
  • 6.3. Automotive
    • 6.3.1. Automotive Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Aerospace & defense
    • 6.4.1. Aerospace & defense Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Healthcare
    • 6.5.1. Healthcare Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Retail
    • 6.6.1. Retail Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Other
    • 6.7.1. Other Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Deep Learning Market: Regional Estimates & Trend Analysis

  • 7.1. Deep Learning Market Share, By Region, 2024 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.2.1.1. North America Deep Learning Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.2.1.2. North America Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.2.1.3. North America Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.2.1.4. North America Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.2.2.2. U.S. Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.2.2.3. U.S. Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.2.2.4. U.S. Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.2.3.2. Canada Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.2.3.3. Canada Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.2.4.2. Mexico Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.2.4.3. Mexico Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.3.1.1. Europe Deep Learning Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.3.1.2. Europe Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.3.1.3. Europe Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.3.1.4. Europe Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.3.2.2. UK Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.3.2.3. UK Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.3.3.2. Germany Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.3.3.3. Germany Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.3.4.2. France Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.3.4.3. France Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.1.1. Asia Pacific Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.4.1.2. Asia Pacific Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.4.1.3. Asia Pacific Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.2.2. China Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.4.2.3. China Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.4.2.4. China Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.4.3.2. Japan Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.4.3.3. Japan Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.4.4.2. India Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.4.4.3. India Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.4.5.2. South Korea Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.4.5.3. South Korea Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.4.6.2. Australia Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.4.6.3. Australia Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.5.1.1. Latin America Deep Learning Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.5.1.2. Latin America Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.5.1.3. Latin America Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.5.1.4. Latin America Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.5.2.2. Brazil Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.5.2.3. Brazil Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.5.2.4. Brazil Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Deep Learning Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.6.1.1. Middle East and Africa Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.6.1.2. Middle East and Africa Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.6.1.3. Middle East and Africa Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.6.2. UAE
      • 7.6.2.1. UAE Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.6.2.2. UAE Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.6.2.3. UAE Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.6.3. KSA
      • 7.6.3.1. KSA Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.6.3.2. KSA Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.6.3.3. KSA Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Deep Learning Market Estimates and Forecasts, by Solution, 2018 - 2030 (USD Million)
      • 7.6.4.2. South Africa Deep Learning Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 7.6.4.3. South Africa Deep Learning Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Product Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Advanced Micro Devices, Inc.
    • 8.8.2. ARM Ltd.
    • 8.8.3. Clarifai, Inc.
    • 8.8.4. Entilic
    • 8.8.5. Google, Inc.
    • 8.8.6. HyperVerge
    • 8.8.7. IBM Corporation
    • 8.8.8. Intel Corporation
    • 8.8.9. Microsoft Corporation
    • 8.8.10. NVIDIA Corporation

List of Tables

  • Table 1 Global Deep Learning market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2 Global Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 3 Global Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 4 Global Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 5 North America Deep Learning market estimates and forecasts, by country, 2018-2030 (USD Million)
  • Table 6 North America Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 7 North America Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 8 North America Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 9 U.S Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 10 U.S Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 11 U.S Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 12 Canada Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 13 Canada Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 14 Canada Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 15 Mexico Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 16 Mexico Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 17 Mexico Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 18 Europe Deep Learning market estimates and forecasts, by country, 2018-2030 (USD Million)
  • Table 19 Europe Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 20 Europe Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 21 Europe Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 22 U.K Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 23 U.K Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 24 U.K Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 25 Germany Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 26 Germany Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 27 Germany Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 28 Asia Pacific Deep Learning market estimates and forecasts, by country, 2018-2030 (USD Million)
  • Table 29 Asia Pacific Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 30 Asia Pacific Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 31 Asia Pacific Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 32 China Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 33 China Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 34 China Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 35 India Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 36 India Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 37 India Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 38 Japan Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 39 Japan Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 40 Japan Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 41 Australia Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 42 Australia Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 43 Australia Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 44 South Korea Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 45 South Korea Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 46 South Korea Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 47 Latin America Deep Learning market estimates and forecasts, by country, 2018-2030 (USD Million)
  • Table 48 Latin America Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 49 Latin America Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 50 Latin America Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 51 Brazil Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 52 Brazil Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 53 Brazil Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 54 Middle East & Africa Deep Learning market estimates and forecasts, by country, 2018-2030 (USD Million)
  • Table 55 Middle East & Africa Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 56 Middle East & Africa Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 57 Middle East & Africa Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 58 KSA Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 59 KSA Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 60 KSA Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 61 UAE Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 62 UAE Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 63 UAE Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 64 South Africa Deep Learning market estimates and forecasts, by Solution, 2018 - 2030 (USD Million)
  • Table 65 South Africa Deep Learning market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 66 South Africa Deep Learning market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 Information procurement
  • Fig. 2 Primary research pattern
  • Fig. 3 Market research approaches
  • Fig. 4 Value chain-based sizing & forecasting
  • Fig. 5 QFD modelling for market share assessment.
  • Fig. 6 Parent market analysis
  • Fig. 7 Patient-population model
  • Fig. 8 Market formulation & validation
  • Fig. 9 Deep Learning market snapshot
  • Fig. 10 Deep Learning market segment snapshot
  • Fig. 11 Deep Learning market competitive landscape snapshot
  • Fig. 12 Market research process
  • Fig. 13 Market driver relevance analysis (Current & future impact)
  • Fig. 14 Market restraint relevance analysis (Current & future impact)
  • Fig. 15 Deep Learning Market, Solution outlook key takeaways (USD Million)
  • Fig. 16 Deep Learning Market: Solution movement analysis 2018 & 2030 (USD Million)
  • Fig. 17 Hardware market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Software market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Services market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Deep Learning Market, Application outlook key takeaways (USD Million)
  • Fig. 21 Deep Learning Market: Application movement analysis 2018 & 2030 (USD Million)
  • Fig. 22 Image recognition market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Voice recognition market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Video surveillance & diagnostics market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Data Mining market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Deep Learning Market, End Use outlook key takeaways (USD Million)
  • Fig. 27 Deep Learning Market: End Use movement analysis 2018 & 2030 (USD Million)
  • Fig. 28 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Aerospace & defense market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Retail market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Regional marketplace: Key takeaways
  • Fig. 34 Deep Learning Market: Regional outlook, 2018 & 2030 (USD Million)
  • Fig. 35 North America Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 U.S. Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Canada Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Europe Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Mexico Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 UK Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million
  • Fig. 41 Germany Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 France Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Asia Pacific Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 Japan Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 China Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 India Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 South Korea Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Australia Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Latin America Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Brazil Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 MEA Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 South Africa Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 Saudi Arabia Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 UAE Deep Learning market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 Strategy framework
  • Fig. 56 Company Categorization