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全球卷積類神經網路市場：市場規模、佔有率、趨勢分析報告 - 按部署模式、按組件、按應用、按行業、按地區、展望、預測，2024-2031
市場調查報告書
商品編碼
1584889

全球卷積類神經網路市場：市場規模、佔有率、趨勢分析報告 - 按部署模式、按組件、按應用、按行業、按地區、展望、預測，2024-2031

Global Convolutional Neural Networks Market Size, Share & Trends Analysis Report By Deployment Mode (On-Premise and Cloud), By Component (Hardware, Software, and Services), By Application, By Vertical, By Regional Outlook and Forecast, 2024 - 2031
出版日期: | 出版商: KBV Research | 英文 362 Pages | 訂單完成後即時交付

價格

到2031年，卷積類神經網路市場規模預計將達到 1,317億美元，預測期內年複合成長率為 40.2%。

KBV Cardinal Matrix -卷積類神經網路市場競爭分析

根據 KBV Cardinal Matrix 中的分析，Microsoft Corporation和Google LLC是卷積類神經網路市場的先驅。2024年 2月，Microsoft Corporation宣布推出 Clifford-Steerable 卷積類神經網路（CS-CNN），這是一類新型等變 CNN，可處理偽歐幾里德空間中的多向量場。與基準方法相比，CS-CNN 利用 Clifford 群等變網路在預測流體動態和相對論動態實現了卓越的性能。 Amazon Web Services, Inc.、NVIDIA Corporation 和 Samsung Electronics Co., Ltd. 等公司是卷積類神經網路市場的一些主要創新者。

市場成長要素

從社群媒體平台到電子商務網站，數位內容的爆炸性成長產生大量需要高效處理和分析的圖像和影片。組織需要先進的識別解決方案來有效地分類、標記和檢索這些內容。 CNN 擅長視覺辨識任務，使其成為管理和解釋大型資料集的重要工具。因此，對先進影像和視訊識別解決方案的需求不斷成長推動市場成長。

此外，穿戴式裝置擴大用於健康監測，為使用者提供有關生命徵象、身體活動和睡眠模式的即時資料。 CNN 透過處理來自心率監測和血氧值檢測等感測器的影像，促進複雜健康資料的分析。這項功能使得穿戴式裝置能夠提供準確的健康訊息，使其受到注重健康的消費者的歡迎。因此，需要高效資料分析的穿戴式技術越來越受歡迎並推動市場成長。

市場限制因素

然而，開發強大且有效的CNN 模型需要大量的研究和實驗。組織必須大力投資研發，以創建在特定應用程式中表現良好的演算法。這個過程通常包括僱用專業人才，例如資料科學家和機器學習工程師，他們的薪水可能很高。由於需要持續創新以保持競爭力，這些成本進一步增加。總之，高昂的開發和維護成本阻礙了市場成長。

市場上的主要企業與多樣化的創新產品競爭，以保持市場競爭力。市場主要企業採取不同的策略來滿足不同行業的需求。市場的主要發展策略是產品推出和產品擴張。

部署模式展望

根據部署模式，該市場分為本地和雲端。2023年，雲端細分市場佔據了卷積類神經網路市場 43%的收益佔有率。該成長主要是由於擴大採用雲端基礎的服務，這些服務為 CNN 應用程式的部署提供了可擴展的資源、靈活性和成本效率。組織擴大利用雲端基礎設施來處理 CNN 的廣泛運算需求，使他們能夠有效地處理大型資料集，而無需在硬體上進行大量的前期投資。

組件展望

根據組件，該市場分為硬體、軟體和服務。2023年，軟體部門在卷積類神經網路市場中佔據 34%的收益佔有率。這一優勢是由對先進軟體解決方案不斷成長的需求推動的，這些解決方案有助於跨各種應用程式高效部署和操作 CNN 模型。這些軟體解決方案包括支援 CNN 無縫且可擴展整合的框架、開發工具和平台。

應用展望

根據應用，該市場分為影像和視訊識別、自然語言處理（NLP）、醫學影像分析、自動駕駛汽車、機器人和製造等。2023年，自然語言處理（NLP）領域在卷積類神經網路市場的收益佔有率為 19%。這是由於 NLP 技術在客戶服務、醫療保健和金融等各個行業中擴大採用，在這些行業中，理解和處理人類語言非常重要。

產業展望

根據該行業，該市場分為醫療保健、汽車、零售和電子商務、IT 和通訊、製造、航太和國防、能源和公共產業等。2023年，汽車產業將佔據卷積類神經網路市場 18%的收益佔有率。該成長是由 CNN 在自動駕駛系統、高級駕駛輔助系統（ADAS）和預測性維護中的廣泛採用所推動的。 CNN 允許車輛識別物體、行人和路標，提高安全性和駕駛效率。

區域展望

從區域來看，對北美、歐洲、亞太地區、拉丁美洲以及中東和非洲市場進行了分析。2023年，亞太地區在卷積類神經網路市場中佔據 26%的收益佔有率。該成長的推動因素是數位轉型和技術基礎設施投資的增加，以及中國、日本和印度等國家快速採用人工智慧技術的支援。該地區在醫療保健、電子商務和製造領域取得了重大進展，其中 CNN 用於圖像和視訊分析、預測性維護和自然語言處理等應用。

市場競爭及特性

卷積類神經網路（CNN）市場的競爭是由致力於利基應用和創新的中小企業、新興企業和學術機構所推動的。這些參與者透過醫療保健、汽車和機器人等領域的專業解決方案、成本效率和適應性進行競爭，促進創造力和多元化成長。

目錄

第1章 市場範圍與調查方法

  • 市場定義
  • 目的
  • 市場範圍
  • 區隔
  • 調查方法

第2章 市集名錄

  • 主要亮點

第3章 市場概況

  • 介紹
    • 概述
      • 市場構成和情景
  • 影響市場的關鍵因素
    • 市場促進因素
    • 市場限制因素
    • 市場機會
    • 市場挑戰

第4章 競爭分析-世界

  • KBV Cardinal Matrix
  • 近期全產業策略發展
    • 夥伴關係,合作和合約
    • 產品發布和產品擴展
    • 收購和合併
  • 2023年市場佔有率分析
  • 關鍵成功策略
    • 主要策略
    • 重大策略舉措
  • 波特五力分析

第5章 全球卷積類神經網路市場：依部署模式

  • 全球本地部署市場：依地區
  • 全球雲端市場：依地區分類

第6章 全球卷積類神經網路市場：依組成部分

  • 全球硬體市場：依地區
  • 全球軟體市場：依地區
  • 全球服務市場：依地區

第7章 全球卷積類神經網路市場：依應用分類

  • 全球圖像和影片辨識市場：依地區分類
  • 全球自然語言處理（NLP）市場：依地區
  • 全球醫學影像分析市場：依地區
  • 全球自動駕駛汽車市場：依地區分類
  • 全球機器人和製造市場：依地區
  • 全球其他應用市場：依地區

第8章 全球卷積類神經網路市場：依行業

  • 全球醫療保健市場：依地區
  • 全球汽車市場：依地區分類
  • 全球零售與電子商務市場：依地區分類
  • 全球 IT 與通訊市場：依地區
  • 全球製造業市場：依地區
  • 全球航太與國防市場：依地區
  • 全球能源和公共產業市場：依地區
  • 全球其他工業市場：依地區

第9章 全球卷積類神經網路市場：依地區

  • 北美洲
    • 北美市場：依國家分類
      • 美國
      • 加拿大
      • 墨西哥
      • 其他北美地區
  • 歐洲
    • 歐洲市場：依國家分類
      • 德國
      • 英國
      • 法國
      • 俄羅斯
      • 西班牙
      • 義大利
      • 其他歐洲國家地區
  • 亞太地區
    • 亞太市場：依國家分類
      • 中國
      • 日本
      • 印度
      • 韓國
      • 澳洲
      • 馬來西亞
      • 其他亞太地區
  • 拉丁美洲、中東、非洲
    • 拉丁美洲、中東、非洲市場：依國家分類
      • 巴西
      • 阿根廷
      • 阿拉伯聯合大公國
      • 沙烏地阿拉伯
      • 南非
      • 奈及利亞
      • 其他拉丁美洲、中東、非洲地區

第10章 公司簡介

  • NVIDIA Corporation
  • Google LLC
  • Microsoft Corporation
  • IBM Corporation
  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • OpenAI, LL.C.
  • Samsung Electronics Co, Ltd.（Samsung Group）
  • Intel Corporation
  • H2Oai, Inc.
  • Qualcomm Incorporated（Qualcomm Technologies, Inc）

第11章 在卷積類神經網路市場取得成功的要求

The Global Convolutional Neural Networks Market size is expected to reach $131.7 billion by 2031, rising at a market growth of 40.2% CAGR during the forecast period.

The North America region witnessed 36% revenue share in this market in 2023. This dominance can be attributed to leading technology companies, significant investments in research and development, and a strong emphasis on adopting advanced AI technologies across various sectors. North America, particularly the United States, has been at the forefront of machine learning and artificial intelligence innovations, resulting in a high demand for CNN applications in the healthcare, automotive, finance, and entertainment industries.

The major strategies followed by the market participants are Product Launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, In September, 2024, NVIDIA Corporation Deep Learning Institute and Dartmouth College unveiled the Generative AI Teaching Kit, developed by, equips educators with advanced tools and practical resources to teach generative AI and large language models. This initiative prepares students to drive innovation in AI-related fields, addressing challenges in healthcare, science, and sustainable technologies. Moreover, In September, 2024, Intel Corporation unveiled Xeon 6 with Performance-cores (P-cores) and Gaudi 3 AI accelerators, addressing the rising demand for cost-effective AI infrastructure. Justin Hotard emphasized the need for choice in hardware and software, enabling customers to enhance performance, efficiency, and security in their data center workloads.

KBV Cardinal Matrix - Convolutional Neural Networks Market Competition Analysis

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Convolutional Neural Networks Market. In February, 2024, Microsoft Corporation unveiled Clifford-Steerable Convolutional Neural Networks (CS-CNNs), a new class of $\mathrm{E}(p, q)$-equivariant CNNs that process multivector fields on pseudo-Euclidean spaces $\mathbb{R}^{p,q}$. CS-CNNs leverage Clifford group-equivariant networks to achieve superior performance in fluid dynamics and relativistic electrodynamics forecasting compared to baseline methods. Companies such as Amazon Web Services, Inc., NVIDIA Corporation, and Samsung Electronics Co., Ltd. are some of the key innovators in Convolutional Neural Networks Market.

Market Growth Factors

The explosion of digital content-from social media platforms to e-commerce websites-has created an overwhelming volume of images and videos that require efficient processing and analysis. Organizations seek advanced recognition solutions to categorize, tag, and retrieve this content effectively. CNNs excel in visual recognition tasks, making them essential tools for managing and interpreting large datasets. Thus, increasing demand for advanced image and video recognition solutions propels the market's growth.

Additionally, Wearable devices are increasingly utilized for health monitoring, providing users with real-time data on vital signs, physical activity, and sleep patterns. CNNs facilitate the analysis of complex health data by processing images from sensors, such as those used in heart rate monitoring or blood oxygen level detection. This capability enables wearables to deliver accurate health insights, driving their adoption among health-conscious consumers. Therefore, growing popularity of wearable technology requiring efficient data analysis is driving the growth of the market.

Market Restraining Factors

However, Developing robust and effective CNN models requires extensive research and experimentation. Organizations must invest heavily in R&D to create algorithms that perform well in specific applications. This process often involves hiring specialized personnel, such as data scientists and machine learning engineers, whose salaries can be substantial. The need for ongoing innovation to stay competitive further increases these costs. In conclusion, high development and maintenance costs hamper the market's growth.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The above illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Product Launches and Product Expansions.

Deployment Mode Outlook

Based on deployment mode, this market is divided into on-premises and cloud. The cloud segment attained 43% revenue share in the convolutional neural networks market in 2023. This growth is primarily driven by the increasing adoption of cloud-based services, which offer scalable resources, flexibility, and cost-effectiveness for deploying CNN applications. Organizations are increasingly leveraging cloud infrastructure to handle the extensive computational requirements of CNNs, allowing them to process large datasets efficiently without significant upfront investments in hardware.

Component Outlook

Based on components, this market is divided into hardware, software, and services. In 2023, the software segment garnered 34% revenue share in the convolutional neural networks market. This dominance is driven by the increasing demand for advanced software solutions that facilitate the efficient deployment and operation of CNN models across various applications. These software solutions include frameworks, development tools, and platforms that enable CNNs to integrate seamlessly and scalable.

Application Outlook

On the basis of application, this market is segmented into image and video recognition, natural language processing (NLP), medical image analysis, autonomous vehicles, robotics and manufacturing, and others. The natural language processing (NLP) segment recorded 19% revenue share in the convolutional neural networks market in 2023. This can be attributed to the increasing adoption of NLP technologies in various industries, including customer service, healthcare, and finance, where understanding and processing human language is crucial.

Vertical Outlook

By vertical, this market is divided into healthcare, automotive, retail & e-commerce, IT & telecommunications, manufacturing, aerospace & defense, energy & utilities, and others. The automotive segment procured 18% revenue share in the convolutional neural networks market in 2023. This growth is driven by the widespread adoption of CNNs in autonomous driving systems, advanced driver-assistance systems (ADAS), and predictive maintenance. CNNs enable vehicles to recognize objects, pedestrians, and road signs, enhancing safety and driving efficiency.

Regional Outlook

Region-wise, this market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Asia Pacific region generated 26% revenue share in the convolutional neural networks market in 2023. This growth is fuelled by the rapid adoption of AI technologies in countries like China, Japan, and India, driven by increasing investments in digital transformation and technology infrastructure. The region is witnessing significant advancements in healthcare, e-commerce, and manufacturing sectors, where CNNs are utilized for applications like image and video analysis, predictive maintenance, and natural language processing.

Market Competition and Attributes

The competition in the Convolutional Neural Networks (CNN) market is driven by smaller firms, startups, and academic institutions focused on niche applications and innovations. These players compete through specialized solutions, cost-efficiency, and adaptability in sectors like healthcare, automotive, and robotics, fostering creativity and diversified growth.

Recent Strategies Deployed in the Market

  • Aug-2024: IBM Corporation the Telum Processor, featuring on-chip AI inference acceleration for real-time fraud detection in enterprise workloads. Developed over three years, this technology aims to enhance business insights in banking, finance, insurance, and trading applications, with a Telum-based system expected in early 2022.
  • Jul-2024: H2O.ai, Inc. unveiled H2O-Danube3, a series of small language models H2O-Danube3-4B (trained on 6T tokens) and H2O-Danube3-500M (trained on 4T tokens). These models, optimized for performance on mobile devices, demonstrate strong metrics across various benchmarks and are available for public use under the Apache 2.0 license.
  • Jun-2024: OpenAI, LLC announced the acquisition of Rockset, a real-time database startup, to enhance its AI infrastructure and boost performance across its products, including ChatGPT. Rockset specializes in real-time indexing, allowing instant data processing for quick queries, vital for AI applications. This acquisition will enable users to convert data into actionable intelligence.
  • May-2024: OpenAI, LLC unveiled its flagship model, GPT-4o. This multimodal AI can process text, audio, and images, boasting a response time of 232 milliseconds for audio and 320 milliseconds on average, utilizing fillers to manage latency.
  • May-2024: Samsung Electronics Co., Ltd. medical diagnostic division announced the acquisition of Sonio SAS, a cloud-based ultrasound OB-GYN reporting software. Sonio develops AI-powered ultrasound software that enhances care for women and infants. Its solutions streamline fetal examinations, enabling healthcare workers to quickly identify prenatal structures and share annotated findings with patients and professionals via QR code.

List of Key Companies Profiled

  • NVIDIA Corporation
  • Google LLC
  • Microsoft Corporation
  • IBM Corporation
  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • OpenAI, LLC
  • Samsung Electronics Co., Ltd. (Samsung Group)
  • Intel Corporation
  • H2O.ai, Inc.
  • Qualcomm Incorporated (Qualcomm Technologies, Inc.)

Global Convolutional Neural Networks Market Report Segmentation

By Deployment Mode

  • On-Premise
  • Cloud

By Component

  • Hardware
  • Software
  • Services

By Application

  • Image & Video Recognition
  • Natural Language Processing (NLP)
  • Medical Image Analysis
  • Autonomous Vehicles
  • Robotics & Manufacturing
  • Other Application

By Vertical

  • Healthcare
  • Automotive
  • Retail & E-commerce
  • IT & Telecommunications
  • Manufacturing
  • Aerospace & Defense
  • Energy & Utilities
  • Other Vertical

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
  • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Convolutional Neural Networks Market, by Deployment Mode
    • 1.4.2 Global Convolutional Neural Networks Market, by Component
    • 1.4.3 Global Convolutional Neural Networks Market, by Application
    • 1.4.4 Global Convolutional Neural Networks Market, by Vertical
    • 1.4.5 Global Convolutional Neural Networks Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
  • 4.3 Market Share Analysis, 2023
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
    • 4.4.2 Key Strategic Move: (Product Launches and Product Expansions : 2020, Aug - 2024, Sep) Leading Players
  • 4.5 Porter Five Forces Analysis

Chapter 5. Global Convolutional Neural Networks Market by Deployment Mode

  • 5.1 Global On-Premise Market by Region
  • 5.2 Global Cloud Market by Region

Chapter 6. Global Convolutional Neural Networks Market by Component

  • 6.1 Global Hardware Market by Region
  • 6.2 Global Software Market by Region
  • 6.3 Global Services Market by Region

Chapter 7. Global Convolutional Neural Networks Market by Application

  • 7.1 Global Image & Video Recognition Market by Region
  • 7.2 Global Natural Language Processing (NLP) Market by Region
  • 7.3 Global Medical Image Analysis Market by Region
  • 7.4 Global Autonomous Vehicles Market by Region
  • 7.5 Global Robotics & Manufacturing Market by Region
  • 7.6 Global Other Application Market by Region

Chapter 8. Global Convolutional Neural Networks Market by Vertical

  • 8.1 Global Healthcare Market by Region
  • 8.2 Global Automotive Market by Region
  • 8.3 Global Retail & E-commerce Market by Region
  • 8.4 Global IT & Telecommunications Market by Region
  • 8.5 Global Manufacturing Market by Region
  • 8.6 Global Aerospace & Defense Market by Region
  • 8.7 Global Energy & Utilities Market by Region
  • 8.8 Global Other Vertical Market by Region

Chapter 9. Global Convolutional Neural Networks Market by Region

  • 9.1 North America Convolutional Neural Networks Market
    • 9.1.1 North America Convolutional Neural Networks Market by Deployment Mode
      • 9.1.1.1 North America On-Premise Market by Region
      • 9.1.1.2 North America Cloud Market by Region
    • 9.1.2 North America Convolutional Neural Networks Market by Component
      • 9.1.2.1 North America Hardware Market by Country
      • 9.1.2.2 North America Software Market by Country
      • 9.1.2.3 North America Services Market by Country
    • 9.1.3 North America Convolutional Neural Networks Market by Application
      • 9.1.3.1 North America Image & Video Recognition Market by Country
      • 9.1.3.2 North America Natural Language Processing (NLP) Market by Country
      • 9.1.3.3 North America Medical Image Analysis Market by Country
      • 9.1.3.4 North America Autonomous Vehicles Market by Country
      • 9.1.3.5 North America Robotics & Manufacturing Market by Country
      • 9.1.3.6 North America Other Application Market by Country
    • 9.1.4 North America Convolutional Neural Networks Market by Vertical
      • 9.1.4.1 North America Healthcare Market by Country
      • 9.1.4.2 North America Automotive Market by Country
      • 9.1.4.3 North America Retail & E-commerce Market by Country
      • 9.1.4.4 North America IT & Telecommunications Market by Country
      • 9.1.4.5 North America Manufacturing Market by Country
      • 9.1.4.6 North America Aerospace & Defense Market by Country
      • 9.1.4.7 North America Energy & Utilities Market by Country
      • 9.1.4.8 North America Other Vertical Market by Country
    • 9.1.5 North America Convolutional Neural Networks Market by Country
      • 9.1.5.1 US Convolutional Neural Networks Market
        • 9.1.5.1.1 US Convolutional Neural Networks Market by Deployment Mode
        • 9.1.5.1.2 US Convolutional Neural Networks Market by Component
        • 9.1.5.1.3 US Convolutional Neural Networks Market by Application
        • 9.1.5.1.4 US Convolutional Neural Networks Market by Vertical
      • 9.1.5.2 Canada Convolutional Neural Networks Market
        • 9.1.5.2.1 Canada Convolutional Neural Networks Market by Deployment Mode
        • 9.1.5.2.2 Canada Convolutional Neural Networks Market by Component
        • 9.1.5.2.3 Canada Convolutional Neural Networks Market by Application
        • 9.1.5.2.4 Canada Convolutional Neural Networks Market by Vertical
      • 9.1.5.3 Mexico Convolutional Neural Networks Market
        • 9.1.5.3.1 Mexico Convolutional Neural Networks Market by Deployment Mode
        • 9.1.5.3.2 Mexico Convolutional Neural Networks Market by Component
        • 9.1.5.3.3 Mexico Convolutional Neural Networks Market by Application
        • 9.1.5.3.4 Mexico Convolutional Neural Networks Market by Vertical
      • 9.1.5.4 Rest of North America Convolutional Neural Networks Market
        • 9.1.5.4.1 Rest of North America Convolutional Neural Networks Market by Deployment Mode
        • 9.1.5.4.2 Rest of North America Convolutional Neural Networks Market by Component
        • 9.1.5.4.3 Rest of North America Convolutional Neural Networks Market by Application
        • 9.1.5.4.4 Rest of North America Convolutional Neural Networks Market by Vertical
  • 9.2 Europe Convolutional Neural Networks Market
    • 9.2.1 Europe Convolutional Neural Networks Market by Deployment Mode
      • 9.2.1.1 Europe On-Premise Market by Country
      • 9.2.1.2 Europe Cloud Market by Country
    • 9.2.2 Europe Convolutional Neural Networks Market by Component
      • 9.2.2.1 Europe Hardware Market by Country
      • 9.2.2.2 Europe Software Market by Country
      • 9.2.2.3 Europe Services Market by Country
    • 9.2.3 Europe Convolutional Neural Networks Market by Application
      • 9.2.3.1 Europe Image & Video Recognition Market by Country
      • 9.2.3.2 Europe Natural Language Processing (NLP) Market by Country
      • 9.2.3.3 Europe Medical Image Analysis Market by Country
      • 9.2.3.4 Europe Autonomous Vehicles Market by Country
      • 9.2.3.5 Europe Robotics & Manufacturing Market by Country
      • 9.2.3.6 Europe Other Application Market by Country
    • 9.2.4 Europe Convolutional Neural Networks Market by Vertical
      • 9.2.4.1 Europe Healthcare Market by Country
      • 9.2.4.2 Europe Automotive Market by Country
      • 9.2.4.3 Europe Retail & E-commerce Market by Country
      • 9.2.4.4 Europe IT & Telecommunications Market by Country
      • 9.2.4.5 Europe Manufacturing Market by Country
      • 9.2.4.6 Europe Aerospace & Defense Market by Country
      • 9.2.4.7 Europe Energy & Utilities Market by Country
      • 9.2.4.8 Europe Other Vertical Market by Country
    • 9.2.5 Europe Convolutional Neural Networks Market by Country
      • 9.2.5.1 Germany Convolutional Neural Networks Market
        • 9.2.5.1.1 Germany Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.1.2 Germany Convolutional Neural Networks Market by Component
        • 9.2.5.1.3 Germany Convolutional Neural Networks Market by Application
        • 9.2.5.1.4 Germany Convolutional Neural Networks Market by Vertical
      • 9.2.5.2 UK Convolutional Neural Networks Market
        • 9.2.5.2.1 UK Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.2.2 UK Convolutional Neural Networks Market by Component
        • 9.2.5.2.3 UK Convolutional Neural Networks Market by Application
        • 9.2.5.2.4 UK Convolutional Neural Networks Market by Vertical
      • 9.2.5.3 France Convolutional Neural Networks Market
        • 9.2.5.3.1 France Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.3.2 France Convolutional Neural Networks Market by Component
        • 9.2.5.3.3 France Convolutional Neural Networks Market by Application
        • 9.2.5.3.4 France Convolutional Neural Networks Market by Vertical
      • 9.2.5.4 Russia Convolutional Neural Networks Market
        • 9.2.5.4.1 Russia Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.4.2 Russia Convolutional Neural Networks Market by Component
        • 9.2.5.4.3 Russia Convolutional Neural Networks Market by Application
        • 9.2.5.4.4 Russia Convolutional Neural Networks Market by Vertical
      • 9.2.5.5 Spain Convolutional Neural Networks Market
        • 9.2.5.5.1 Spain Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.5.2 Spain Convolutional Neural Networks Market by Component
        • 9.2.5.5.3 Spain Convolutional Neural Networks Market by Application
        • 9.2.5.5.4 Spain Convolutional Neural Networks Market by Vertical
      • 9.2.5.6 Italy Convolutional Neural Networks Market
        • 9.2.5.6.1 Italy Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.6.2 Italy Convolutional Neural Networks Market by Component
        • 9.2.5.6.3 Italy Convolutional Neural Networks Market by Application
        • 9.2.5.6.4 Italy Convolutional Neural Networks Market by Vertical
      • 9.2.5.7 Rest of Europe Convolutional Neural Networks Market
        • 9.2.5.7.1 Rest of Europe Convolutional Neural Networks Market by Deployment Mode
        • 9.2.5.7.2 Rest of Europe Convolutional Neural Networks Market by Component
        • 9.2.5.7.3 Rest of Europe Convolutional Neural Networks Market by Application
        • 9.2.5.7.4 Rest of Europe Convolutional Neural Networks Market by Vertical
  • 9.3 Asia Pacific Convolutional Neural Networks Market
    • 9.3.1 Asia Pacific Convolutional Neural Networks Market by Deployment Mode
      • 9.3.1.1 Asia Pacific On-Premise Market by Country
      • 9.3.1.2 Asia Pacific Cloud Market by Country
    • 9.3.2 Asia Pacific Convolutional Neural Networks Market by Component
      • 9.3.2.1 Asia Pacific Hardware Market by Country
      • 9.3.2.2 Asia Pacific Software Market by Country
      • 9.3.2.3 Asia Pacific Services Market by Country
    • 9.3.3 Asia Pacific Convolutional Neural Networks Market by Application
      • 9.3.3.1 Asia Pacific Image & Video Recognition Market by Country
      • 9.3.3.2 Asia Pacific Natural Language Processing (NLP) Market by Country
      • 9.3.3.3 Asia Pacific Medical Image Analysis Market by Country
      • 9.3.3.4 Asia Pacific Autonomous Vehicles Market by Country
      • 9.3.3.5 Asia Pacific Robotics & Manufacturing Market by Country
      • 9.3.3.6 Asia Pacific Other Application Market by Country
    • 9.3.4 Asia Pacific Convolutional Neural Networks Market by Vertical
      • 9.3.4.1 Asia Pacific Healthcare Market by Country
      • 9.3.4.2 Asia Pacific Automotive Market by Country
      • 9.3.4.3 Asia Pacific Retail & E-commerce Market by Country
      • 9.3.4.4 Asia Pacific IT & Telecommunications Market by Country
      • 9.3.4.5 Asia Pacific Manufacturing Market by Country
      • 9.3.4.6 Asia Pacific Aerospace & Defense Market by Country
      • 9.3.4.7 Asia Pacific Energy & Utilities Market by Country
      • 9.3.4.8 Asia Pacific Other Vertical Market by Country
    • 9.3.5 Asia Pacific Convolutional Neural Networks Market by Country
      • 9.3.5.1 China Convolutional Neural Networks Market
        • 9.3.5.1.1 China Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.1.2 China Convolutional Neural Networks Market by Component
        • 9.3.5.1.3 China Convolutional Neural Networks Market by Application
        • 9.3.5.1.4 China Convolutional Neural Networks Market by Vertical
      • 9.3.5.2 Japan Convolutional Neural Networks Market
        • 9.3.5.2.1 Japan Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.2.2 Japan Convolutional Neural Networks Market by Component
        • 9.3.5.2.3 Japan Convolutional Neural Networks Market by Application
        • 9.3.5.2.4 Japan Convolutional Neural Networks Market by Vertical
      • 9.3.5.3 India Convolutional Neural Networks Market
        • 9.3.5.3.1 India Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.3.2 India Convolutional Neural Networks Market by Component
        • 9.3.5.3.3 India Convolutional Neural Networks Market by Application
        • 9.3.5.3.4 India Convolutional Neural Networks Market by Vertical
      • 9.3.5.4 South Korea Convolutional Neural Networks Market
        • 9.3.5.4.1 South Korea Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.4.2 South Korea Convolutional Neural Networks Market by Component
        • 9.3.5.4.3 South Korea Convolutional Neural Networks Market by Application
        • 9.3.5.4.4 South Korea Convolutional Neural Networks Market by Vertical
      • 9.3.5.5 Australia Convolutional Neural Networks Market
        • 9.3.5.5.1 Australia Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.5.2 Australia Convolutional Neural Networks Market by Component
        • 9.3.5.5.3 Australia Convolutional Neural Networks Market by Application
        • 9.3.5.5.4 Australia Convolutional Neural Networks Market by Vertical
      • 9.3.5.6 Malaysia Convolutional Neural Networks Market
        • 9.3.5.6.1 Malaysia Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.6.2 Malaysia Convolutional Neural Networks Market by Component
        • 9.3.5.6.3 Malaysia Convolutional Neural Networks Market by Application
        • 9.3.5.6.4 Malaysia Convolutional Neural Networks Market by Vertical
      • 9.3.5.7 Rest of Asia Pacific Convolutional Neural Networks Market
        • 9.3.5.7.1 Rest of Asia Pacific Convolutional Neural Networks Market by Deployment Mode
        • 9.3.5.7.2 Rest of Asia Pacific Convolutional Neural Networks Market by Component
        • 9.3.5.7.3 Rest of Asia Pacific Convolutional Neural Networks Market by Application
        • 9.3.5.7.4 Rest of Asia Pacific Convolutional Neural Networks Market by Vertical
  • 9.4 LAMEA Convolutional Neural Networks Market
    • 9.4.1 LAMEA Convolutional Neural Networks Market by Deployment Mode
      • 9.4.1.1 LAMEA On-Premise Market by Country
      • 9.4.1.2 LAMEA Cloud Market by Country
    • 9.4.2 LAMEA Convolutional Neural Networks Market by Component
      • 9.4.2.1 LAMEA Hardware Market by Country
      • 9.4.2.2 LAMEA Software Market by Country
      • 9.4.2.3 LAMEA Services Market by Country
    • 9.4.3 LAMEA Convolutional Neural Networks Market by Application
      • 9.4.3.1 LAMEA Image & Video Recognition Market by Country
      • 9.4.3.2 LAMEA Natural Language Processing (NLP) Market by Country
      • 9.4.3.3 LAMEA Medical Image Analysis Market by Country
      • 9.4.3.4 LAMEA Autonomous Vehicles Market by Country
      • 9.4.3.5 LAMEA Robotics & Manufacturing Market by Country
      • 9.4.3.6 LAMEA Other Application Market by Country
    • 9.4.4 LAMEA Convolutional Neural Networks Market by Vertical
      • 9.4.4.1 LAMEA Healthcare Market by Country
      • 9.4.4.2 LAMEA Automotive Market by Country
      • 9.4.4.3 LAMEA Retail & E-commerce Market by Country
      • 9.4.4.4 LAMEA IT & Telecommunications Market by Country
      • 9.4.4.5 LAMEA Manufacturing Market by Country
      • 9.4.4.6 LAMEA Aerospace & Defense Market by Country
      • 9.4.4.7 LAMEA Energy & Utilities Market by Country
      • 9.4.4.8 LAMEA Other Vertical Market by Country
    • 9.4.5 LAMEA Convolutional Neural Networks Market by Country
      • 9.4.5.1 Brazil Convolutional Neural Networks Market
        • 9.4.5.1.1 Brazil Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.1.2 Brazil Convolutional Neural Networks Market by Component
        • 9.4.5.1.3 Brazil Convolutional Neural Networks Market by Application
        • 9.4.5.1.4 Brazil Convolutional Neural Networks Market by Vertical
      • 9.4.5.2 Argentina Convolutional Neural Networks Market
        • 9.4.5.2.1 Argentina Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.2.2 Argentina Convolutional Neural Networks Market by Component
        • 9.4.5.2.3 Argentina Convolutional Neural Networks Market by Application
        • 9.4.5.2.4 Argentina Convolutional Neural Networks Market by Vertical
      • 9.4.5.3 UAE Convolutional Neural Networks Market
        • 9.4.5.3.1 UAE Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.3.2 UAE Convolutional Neural Networks Market by Component
        • 9.4.5.3.3 UAE Convolutional Neural Networks Market by Application
        • 9.4.5.3.4 UAE Convolutional Neural Networks Market by Vertical
      • 9.4.5.4 Saudi Arabia Convolutional Neural Networks Market
        • 9.4.5.4.1 Saudi Arabia Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.4.2 Saudi Arabia Convolutional Neural Networks Market by Component
        • 9.4.5.4.3 Saudi Arabia Convolutional Neural Networks Market by Application
        • 9.4.5.4.4 Saudi Arabia Convolutional Neural Networks Market by Vertical
      • 9.4.5.5 South Africa Convolutional Neural Networks Market
        • 9.4.5.5.1 South Africa Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.5.2 South Africa Convolutional Neural Networks Market by Component
        • 9.4.5.5.3 South Africa Convolutional Neural Networks Market by Application
        • 9.4.5.5.4 South Africa Convolutional Neural Networks Market by Vertical
      • 9.4.5.6 Nigeria Convolutional Neural Networks Market
        • 9.4.5.6.1 Nigeria Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.6.2 Nigeria Convolutional Neural Networks Market by Component
        • 9.4.5.6.3 Nigeria Convolutional Neural Networks Market by Application
        • 9.4.5.6.4 Nigeria Convolutional Neural Networks Market by Vertical
      • 9.4.5.7 Rest of LAMEA Convolutional Neural Networks Market
        • 9.4.5.7.1 Rest of LAMEA Convolutional Neural Networks Market by Deployment Mode
        • 9.4.5.7.2 Rest of LAMEA Convolutional Neural Networks Market by Component
        • 9.4.5.7.3 Rest of LAMEA Convolutional Neural Networks Market by Application
        • 9.4.5.7.4 Rest of LAMEA Convolutional Neural Networks Market by Vertical

Chapter 10. Company Profiles

  • 10.1 NVIDIA Corporation
    • 10.1.1 Company Overview
    • 10.1.2 Financial Analysis
    • 10.1.3 Segmental and Regional Analysis
    • 10.1.4 Research & Development Expenses
    • 10.1.5 Recent strategies and developments:
      • 10.1.5.1 Product Launches and Product Expansions:
    • 10.1.6 SWOT Analysis
  • 10.2 Google LLC
    • 10.2.1 Company Overview
    • 10.2.2 Financial Analysis
    • 10.2.3 Segmental and Regional Analysis
    • 10.2.4 Research & Development Expense
    • 10.2.5 Recent strategies and developments:
      • 10.2.5.1 Product Launches and Product Expansions:
    • 10.2.6 SWOT Analysis
  • 10.3 Microsoft Corporation
    • 10.3.1 Company Overview
    • 10.3.2 Financial Analysis
    • 10.3.3 Segmental and Regional Analysis
    • 10.3.4 Research & Development Expenses
    • 10.3.5 Recent strategies and developments:
      • 10.3.5.1 Product Launches and Product Expansions:
    • 10.3.6 SWOT Analysis
  • 10.4 IBM Corporation
    • 10.4.1 Company Overview
    • 10.4.2 Financial Analysis
    • 10.4.3 Regional & Segmental Analysis
    • 10.4.4 Research & Development Expenses
    • 10.4.5 Recent strategies and developments:
      • 10.4.5.1 Product Launches and Product Expansions:
    • 10.4.6 SWOT Analysis
  • 10.5 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 10.5.1 Company Overview
    • 10.5.2 Financial Analysis
    • 10.5.3 Segmental Analysis
    • 10.5.4 Recent strategies and developments:
      • 10.5.4.1 Partnerships, Collaborations, and Agreements:
      • 10.5.4.2 Product Launches and Product Expansions:
    • 10.5.5 SWOT Analysis
  • 10.6 OpenAI, L.L.C.
    • 10.6.1 Company Overview
    • 10.6.2 Recent strategies and developments:
      • 10.6.2.1 Product Launches and Product Expansions:
      • 10.6.2.2 Acquisition and Mergers:
    • 10.6.3 SWOT Analysis
  • 10.7 Samsung Electronics Co., Ltd. (Samsung Group)
    • 10.7.1 Company Overview
    • 10.7.2 Financial Analysis
    • 10.7.3 Segmental and Regional Analysis
    • 10.7.4 Research & Development Expenses
    • 10.7.5 Recent strategies and developments:
      • 10.7.5.1 Product Launches and Product Expansions:
      • 10.7.5.2 Acquisition and Mergers:
    • 10.7.6 SWOT Analysis
  • 10.8 Intel Corporation
    • 10.8.1 Company Overview
    • 10.8.2 Financial Analysis
    • 10.8.3 Segmental and Regional Analysis
    • 10.8.4 Research & Development Expenses
    • 10.8.5 Recent strategies and developments:
      • 10.8.5.1 Product Launches and Product Expansions:
    • 10.8.6 SWOT Analysis
  • 10.9 H2O.ai, Inc.
    • 10.9.1 Company Overview
    • 10.9.2 Recent strategies and developments:
      • 10.9.2.1 Partnerships, Collaborations, and Agreements:
      • 10.9.2.2 Product Launches and Product Expansions:
  • 10.10. Qualcomm Incorporated (Qualcomm Technologies, Inc.)
    • 10.10.1 Company Overview
    • 10.10.2 Financial Analysis
    • 10.10.3 Segmental and Regional Analysis
    • 10.10.4 Research & Development Expense
    • 10.10.5 Recent strategies and developments:
      • 10.10.5.1 Product Launches and Product Expansions:
    • 10.10.6 SWOT Analysis

Chapter 11. Winning Imperatives for Convolutional Neural Networks Market

LIST OF TABLES

  • TABLE 1 Global Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 2 Global Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Convolutional Neural Networks Market
  • TABLE 4 Product Launches And Product Expansions- Convolutional Neural Networks Market
  • TABLE 5 Acquisition and Mergers- Convolutional Neural Networks Market
  • TABLE 6 Global Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 7 Global Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 8 Global On-Premise Market by Region, 2020 - 2023, USD Million
  • TABLE 9 Global On-Premise Market by Region, 2024 - 2031, USD Million
  • TABLE 10 Global Cloud Market by Region, 2020 - 2023, USD Million
  • TABLE 11 Global Cloud Market by Region, 2024 - 2031, USD Million
  • TABLE 12 Global Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 13 Global Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 14 Global Hardware Market by Region, 2020 - 2023, USD Million
  • TABLE 15 Global Hardware Market by Region, 2024 - 2031, USD Million
  • TABLE 16 Global Software Market by Region, 2020 - 2023, USD Million
  • TABLE 17 Global Software Market by Region, 2024 - 2031, USD Million
  • TABLE 18 Global Services Market by Region, 2020 - 2023, USD Million
  • TABLE 19 Global Services Market by Region, 2024 - 2031, USD Million
  • TABLE 20 Global Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 21 Global Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 22 Global Image & Video Recognition Market by Region, 2020 - 2023, USD Million
  • TABLE 23 Global Image & Video Recognition Market by Region, 2024 - 2031, USD Million
  • TABLE 24 Global Natural Language Processing (NLP) Market by Region, 2020 - 2023, USD Million
  • TABLE 25 Global Natural Language Processing (NLP) Market by Region, 2024 - 2031, USD Million
  • TABLE 26 Global Medical Image Analysis Market by Region, 2020 - 2023, USD Million
  • TABLE 27 Global Medical Image Analysis Market by Region, 2024 - 2031, USD Million
  • TABLE 28 Global Autonomous Vehicles Market by Region, 2020 - 2023, USD Million
  • TABLE 29 Global Autonomous Vehicles Market by Region, 2024 - 2031, USD Million
  • TABLE 30 Global Robotics & Manufacturing Market by Region, 2020 - 2023, USD Million
  • TABLE 31 Global Robotics & Manufacturing Market by Region, 2024 - 2031, USD Million
  • TABLE 32 Global Other Application Market by Region, 2020 - 2023, USD Million
  • TABLE 33 Global Other Application Market by Region, 2024 - 2031, USD Million
  • TABLE 34 Global Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 35 Global Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 36 Global Healthcare Market by Region, 2020 - 2023, USD Million
  • TABLE 37 Global Healthcare Market by Region, 2024 - 2031, USD Million
  • TABLE 38 Global Automotive Market by Region, 2020 - 2023, USD Million
  • TABLE 39 Global Automotive Market by Region, 2024 - 2031, USD Million
  • TABLE 40 Global Retail & E-commerce Market by Region, 2020 - 2023, USD Million
  • TABLE 41 Global Retail & E-commerce Market by Region, 2024 - 2031, USD Million
  • TABLE 42 Global IT & Telecommunications Market by Region, 2020 - 2023, USD Million
  • TABLE 43 Global IT & Telecommunications Market by Region, 2024 - 2031, USD Million
  • TABLE 44 Global Manufacturing Market by Region, 2020 - 2023, USD Million
  • TABLE 45 Global Manufacturing Market by Region, 2024 - 2031, USD Million
  • TABLE 46 Global Aerospace & Defense Market by Region, 2020 - 2023, USD Million
  • TABLE 47 Global Aerospace & Defense Market by Region, 2024 - 2031, USD Million
  • TABLE 48 Global Energy & Utilities Market by Region, 2020 - 2023, USD Million
  • TABLE 49 Global Energy & Utilities Market by Region, 2024 - 2031, USD Million
  • TABLE 50 Global Other Vertical Market by Region, 2020 - 2023, USD Million
  • TABLE 51 Global Other Vertical Market by Region, 2024 - 2031, USD Million
  • TABLE 52 Global Convolutional Neural Networks Market by Region, 2020 - 2023, USD Million
  • TABLE 53 Global Convolutional Neural Networks Market by Region, 2024 - 2031, USD Million
  • TABLE 54 North America Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 55 North America Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 56 North America Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 57 North America Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 58 North America On-Premise Market by Region, 2020 - 2023, USD Million
  • TABLE 59 North America On-Premise Market by Region, 2024 - 2031, USD Million
  • TABLE 60 North America Cloud Market by Region, 2020 - 2023, USD Million
  • TABLE 61 North America Cloud Market by Region, 2024 - 2031, USD Million
  • TABLE 62 North America Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 63 North America Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 64 North America Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 65 North America Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 66 North America Software Market by Country, 2020 - 2023, USD Million
  • TABLE 67 North America Software Market by Country, 2024 - 2031, USD Million
  • TABLE 68 North America Services Market by Country, 2020 - 2023, USD Million
  • TABLE 69 North America Services Market by Country, 2024 - 2031, USD Million
  • TABLE 70 North America Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 71 North America Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 72 North America Image & Video Recognition Market by Country, 2020 - 2023, USD Million
  • TABLE 73 North America Image & Video Recognition Market by Country, 2024 - 2031, USD Million
  • TABLE 74 North America Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 75 North America Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 76 North America Medical Image Analysis Market by Country, 2020 - 2023, USD Million
  • TABLE 77 North America Medical Image Analysis Market by Country, 2024 - 2031, USD Million
  • TABLE 78 North America Autonomous Vehicles Market by Country, 2020 - 2023, USD Million
  • TABLE 79 North America Autonomous Vehicles Market by Country, 2024 - 2031, USD Million
  • TABLE 80 North America Robotics & Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 81 North America Robotics & Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 82 North America Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 83 North America Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 84 North America Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 85 North America Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 86 North America Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 87 North America Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 88 North America Automotive Market by Country, 2020 - 2023, USD Million
  • TABLE 89 North America Automotive Market by Country, 2024 - 2031, USD Million
  • TABLE 90 North America Retail & E-commerce Market by Country, 2020 - 2023, USD Million
  • TABLE 91 North America Retail & E-commerce Market by Country, 2024 - 2031, USD Million
  • TABLE 92 North America IT & Telecommunications Market by Country, 2020 - 2023, USD Million
  • TABLE 93 North America IT & Telecommunications Market by Country, 2024 - 2031, USD Million
  • TABLE 94 North America Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 95 North America Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 96 North America Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 97 North America Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 98 North America Energy & Utilities Market by Country, 2020 - 2023, USD Million
  • TABLE 99 North America Energy & Utilities Market by Country, 2024 - 2031, USD Million
  • TABLE 100 North America Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 101 North America Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 102 North America Convolutional Neural Networks Market by Country, 2020 - 2023, USD Million
  • TABLE 103 North America Convolutional Neural Networks Market by Country, 2024 - 2031, USD Million
  • TABLE 104 US Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 105 US Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 106 US Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 107 US Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 108 US Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 109 US Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 110 US Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 111 US Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 112 US Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 113 US Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 114 Canada Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 115 Canada Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 116 Canada Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 117 Canada Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 118 Canada Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 119 Canada Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 120 Canada Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 121 Canada Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 122 Canada Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 123 Canada Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 124 Mexico Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 125 Mexico Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 126 Mexico Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 127 Mexico Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 128 Mexico Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 129 Mexico Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 130 Mexico Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 131 Mexico Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 132 Mexico Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 133 Mexico Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 134 Rest of North America Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 135 Rest of North America Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 136 Rest of North America Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 137 Rest of North America Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 138 Rest of North America Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 139 Rest of North America Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 140 Rest of North America Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 141 Rest of North America Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 142 Rest of North America Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 143 Rest of North America Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 144 Europe Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 145 Europe Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 146 Europe Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 147 Europe Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 148 Europe On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 149 Europe On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 150 Europe Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 151 Europe Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 152 Europe Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 153 Europe Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 154 Europe Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 155 Europe Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 156 Europe Software Market by Country, 2020 - 2023, USD Million
  • TABLE 157 Europe Software Market by Country, 2024 - 2031, USD Million
  • TABLE 158 Europe Services Market by Country, 2020 - 2023, USD Million
  • TABLE 159 Europe Services Market by Country, 2024 - 2031, USD Million
  • TABLE 160 Europe Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 161 Europe Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 162 Europe Image & Video Recognition Market by Country, 2020 - 2023, USD Million
  • TABLE 163 Europe Image & Video Recognition Market by Country, 2024 - 2031, USD Million
  • TABLE 164 Europe Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 165 Europe Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 166 Europe Medical Image Analysis Market by Country, 2020 - 2023, USD Million
  • TABLE 167 Europe Medical Image Analysis Market by Country, 2024 - 2031, USD Million
  • TABLE 168 Europe Autonomous Vehicles Market by Country, 2020 - 2023, USD Million
  • TABLE 169 Europe Autonomous Vehicles Market by Country, 2024 - 2031, USD Million
  • TABLE 170 Europe Robotics & Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 171 Europe Robotics & Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 172 Europe Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 173 Europe Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 174 Europe Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 175 Europe Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 176 Europe Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 177 Europe Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 178 Europe Automotive Market by Country, 2020 - 2023, USD Million
  • TABLE 179 Europe Automotive Market by Country, 2024 - 2031, USD Million
  • TABLE 180 Europe Retail & E-commerce Market by Country, 2020 - 2023, USD Million
  • TABLE 181 Europe Retail & E-commerce Market by Country, 2024 - 2031, USD Million
  • TABLE 182 Europe IT & Telecommunications Market by Country, 2020 - 2023, USD Million
  • TABLE 183 Europe IT & Telecommunications Market by Country, 2024 - 2031, USD Million
  • TABLE 184 Europe Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 185 Europe Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 186 Europe Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 187 Europe Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 188 Europe Energy & Utilities Market by Country, 2020 - 2023, USD Million
  • TABLE 189 Europe Energy & Utilities Market by Country, 2024 - 2031, USD Million
  • TABLE 190 Europe Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 191 Europe Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 192 Europe Convolutional Neural Networks Market by Country, 2020 - 2023, USD Million
  • TABLE 193 Europe Convolutional Neural Networks Market by Country, 2024 - 2031, USD Million
  • TABLE 194 Germany Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 195 Germany Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 196 Germany Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 197 Germany Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 198 Germany Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 199 Germany Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 200 Germany Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 201 Germany Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 202 Germany Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 203 Germany Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 204 UK Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 205 UK Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 206 UK Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 207 UK Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 208 UK Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 209 UK Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 210 UK Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 211 UK Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 212 UK Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 213 UK Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 214 France Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 215 France Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 216 France Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 217 France Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 218 France Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 219 France Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 220 France Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 221 France Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 222 France Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 223 France Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 224 Russia Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 225 Russia Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 226 Russia Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 227 Russia Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 228 Russia Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 229 Russia Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 230 Russia Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 231 Russia Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 232 Russia Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 233 Russia Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 234 Spain Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 235 Spain Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 236 Spain Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 237 Spain Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 238 Spain Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 239 Spain Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 240 Spain Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 241 Spain Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 242 Spain Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 243 Spain Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 244 Italy Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 245 Italy Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 246 Italy Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 247 Italy Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 248 Italy Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 249 Italy Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 250 Italy Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 251 Italy Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 252 Italy Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 253 Italy Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 254 Rest of Europe Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 255 Rest of Europe Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 256 Rest of Europe Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 257 Rest of Europe Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 258 Rest of Europe Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 259 Rest of Europe Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 260 Rest of Europe Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 261 Rest of Europe Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 262 Rest of Europe Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 263 Rest of Europe Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 264 Asia Pacific Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 265 Asia Pacific Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 266 Asia Pacific Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 267 Asia Pacific Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 268 Asia Pacific On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 269 Asia Pacific On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 270 Asia Pacific Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 271 Asia Pacific Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 272 Asia Pacific Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 273 Asia Pacific Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 274 Asia Pacific Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 275 Asia Pacific Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 276 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
  • TABLE 277 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
  • TABLE 278 Asia Pacific Services Market by Country, 2020 - 2023, USD Million
  • TABLE 279 Asia Pacific Services Market by Country, 2024 - 2031, USD Million
  • TABLE 280 Asia Pacific Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 281 Asia Pacific Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 282 Asia Pacific Image & Video Recognition Market by Country, 2020 - 2023, USD Million
  • TABLE 283 Asia Pacific Image & Video Recognition Market by Country, 2024 - 2031, USD Million
  • TABLE 284 Asia Pacific Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 285 Asia Pacific Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 286 Asia Pacific Medical Image Analysis Market by Country, 2020 - 2023, USD Million
  • TABLE 287 Asia Pacific Medical Image Analysis Market by Country, 2024 - 2031, USD Million
  • TABLE 288 Asia Pacific Autonomous Vehicles Market by Country, 2020 - 2023, USD Million
  • TABLE 289 Asia Pacific Autonomous Vehicles Market by Country, 2024 - 2031, USD Million
  • TABLE 290 Asia Pacific Robotics & Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 291 Asia Pacific Robotics & Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 292 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 293 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 294 Asia Pacific Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 295 Asia Pacific Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 296 Asia Pacific Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 297 Asia Pacific Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 298 Asia Pacific Automotive Market by Country, 2020 - 2023, USD Million
  • TABLE 299 Asia Pacific Automotive Market by Country, 2024 - 2031, USD Million
  • TABLE 300 Asia Pacific Retail & E-commerce Market by Country, 2020 - 2023, USD Million
  • TABLE 301 Asia Pacific Retail & E-commerce Market by Country, 2024 - 2031, USD Million
  • TABLE 302 Asia Pacific IT & Telecommunications Market by Country, 2020 - 2023, USD Million
  • TABLE 303 Asia Pacific IT & Telecommunications Market by Country, 2024 - 2031, USD Million
  • TABLE 304 Asia Pacific Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 305 Asia Pacific Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 306 Asia Pacific Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 307 Asia Pacific Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 308 Asia Pacific Energy & Utilities Market by Country, 2020 - 2023, USD Million
  • TABLE 309 Asia Pacific Energy & Utilities Market by Country, 2024 - 2031, USD Million
  • TABLE 310 Asia Pacific Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 311 Asia Pacific Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 312 Asia Pacific Convolutional Neural Networks Market by Country, 2020 - 2023, USD Million
  • TABLE 313 Asia Pacific Convolutional Neural Networks Market by Country, 2024 - 2031, USD Million
  • TABLE 314 China Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 315 China Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 316 China Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 317 China Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 318 China Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 319 China Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 320 China Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 321 China Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 322 China Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 323 China Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 324 Japan Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 325 Japan Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 326 Japan Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 327 Japan Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 328 Japan Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 329 Japan Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 330 Japan Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 331 Japan Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 332 Japan Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 333 Japan Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 334 India Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 335 India Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 336 India Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 337 India Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 338 India Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 339 India Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 340 India Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 341 India Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 342 India Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 343 India Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 344 South Korea Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 345 South Korea Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 346 South Korea Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 347 South Korea Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 348 South Korea Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 349 South Korea Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 350 South Korea Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 351 South Korea Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 352 South Korea Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 353 South Korea Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 354 Australia Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 355 Australia Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 356 Australia Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 357 Australia Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 358 Australia Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 359 Australia Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 360 Australia Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 361 Australia Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 362 Australia Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 363 Australia Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 364 Malaysia Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 365 Malaysia Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 366 Malaysia Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 367 Malaysia Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 368 Malaysia Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 369 Malaysia Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 370 Malaysia Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 371 Malaysia Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 372 Malaysia Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 373 Malaysia Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 374 Rest of Asia Pacific Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 375 Rest of Asia Pacific Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 376 Rest of Asia Pacific Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 377 Rest of Asia Pacific Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 378 Rest of Asia Pacific Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 379 Rest of Asia Pacific Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 380 Rest of Asia Pacific Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 381 Rest of Asia Pacific Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 382 Rest of Asia Pacific Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 383 Rest of Asia Pacific Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 384 LAMEA Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 385 LAMEA Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 386 LAMEA Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 387 LAMEA Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 388 LAMEA On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 389 LAMEA On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 390 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 391 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 392 LAMEA Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 393 LAMEA Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 394 LAMEA Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 395 LAMEA Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 396 LAMEA Software Market by Country, 2020 - 2023, USD Million
  • TABLE 397 LAMEA Software Market by Country, 2024 - 2031, USD Million
  • TABLE 398 LAMEA Services Market by Country, 2020 - 2023, USD Million
  • TABLE 399 LAMEA Services Market by Country, 2024 - 2031, USD Million
  • TABLE 400 LAMEA Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 401 LAMEA Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 402 LAMEA Image & Video Recognition Market by Country, 2020 - 2023, USD Million
  • TABLE 403 LAMEA Image & Video Recognition Market by Country, 2024 - 2031, USD Million
  • TABLE 404 LAMEA Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 405 LAMEA Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 406 LAMEA Medical Image Analysis Market by Country, 2020 - 2023, USD Million
  • TABLE 407 LAMEA Medical Image Analysis Market by Country, 2024 - 2031, USD Million
  • TABLE 408 LAMEA Autonomous Vehicles Market by Country, 2020 - 2023, USD Million
  • TABLE 409 LAMEA Autonomous Vehicles Market by Country, 2024 - 2031, USD Million
  • TABLE 410 LAMEA Robotics & Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 411 LAMEA Robotics & Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 412 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 413 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 414 LAMEA Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 415 LAMEA Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 416 LAMEA Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 417 LAMEA Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 418 LAMEA Automotive Market by Country, 2020 - 2023, USD Million
  • TABLE 419 LAMEA Automotive Market by Country, 2024 - 2031, USD Million
  • TABLE 420 LAMEA Retail & E-commerce Market by Country, 2020 - 2023, USD Million
  • TABLE 421 LAMEA Retail & E-commerce Market by Country, 2024 - 2031, USD Million
  • TABLE 422 LAMEA IT & Telecommunications Market by Country, 2020 - 2023, USD Million
  • TABLE 423 LAMEA IT & Telecommunications Market by Country, 2024 - 2031, USD Million
  • TABLE 424 LAMEA Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 425 LAMEA Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 426 LAMEA Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 427 LAMEA Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 428 LAMEA Energy & Utilities Market by Country, 2020 - 2023, USD Million
  • TABLE 429 LAMEA Energy & Utilities Market by Country, 2024 - 2031, USD Million
  • TABLE 430 LAMEA Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 431 LAMEA Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 432 LAMEA Convolutional Neural Networks Market by Country, 2020 - 2023, USD Million
  • TABLE 433 LAMEA Convolutional Neural Networks Market by Country, 2024 - 2031, USD Million
  • TABLE 434 Brazil Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 435 Brazil Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 436 Brazil Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 437 Brazil Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 438 Brazil Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 439 Brazil Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 440 Brazil Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 441 Brazil Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 442 Brazil Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 443 Brazil Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 444 Argentina Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 445 Argentina Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 446 Argentina Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 447 Argentina Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 448 Argentina Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 449 Argentina Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 450 Argentina Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 451 Argentina Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 452 Argentina Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 453 Argentina Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 454 UAE Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 455 UAE Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 456 UAE Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 457 UAE Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 458 UAE Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 459 UAE Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 460 UAE Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 461 UAE Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 462 UAE Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 463 UAE Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 464 Saudi Arabia Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 465 Saudi Arabia Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 466 Saudi Arabia Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 467 Saudi Arabia Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 468 Saudi Arabia Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 469 Saudi Arabia Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 470 Saudi Arabia Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 471 Saudi Arabia Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 472 Saudi Arabia Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 473 Saudi Arabia Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 474 South Africa Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 475 South Africa Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 476 South Africa Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 477 South Africa Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 478 South Africa Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 479 South Africa Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 480 South Africa Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 481 South Africa Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 482 South Africa Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 483 South Africa Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 484 Nigeria Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 485 Nigeria Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 486 Nigeria Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 487 Nigeria Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 488 Nigeria Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 489 Nigeria Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 490 Nigeria Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 491 Nigeria Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 492 Nigeria Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 493 Nigeria Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 494 Rest of LAMEA Convolutional Neural Networks Market, 2020 - 2023, USD Million
  • TABLE 495 Rest of LAMEA Convolutional Neural Networks Market, 2024 - 2031, USD Million
  • TABLE 496 Rest of LAMEA Convolutional Neural Networks Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 497 Rest of LAMEA Convolutional Neural Networks Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 498 Rest of LAMEA Convolutional Neural Networks Market by Component, 2020 - 2023, USD Million
  • TABLE 499 Rest of LAMEA Convolutional Neural Networks Market by Component, 2024 - 2031, USD Million
  • TABLE 500 Rest of LAMEA Convolutional Neural Networks Market by Application, 2020 - 2023, USD Million
  • TABLE 501 Rest of LAMEA Convolutional Neural Networks Market by Application, 2024 - 2031, USD Million
  • TABLE 502 Rest of LAMEA Convolutional Neural Networks Market by Vertical, 2020 - 2023, USD Million
  • TABLE 503 Rest of LAMEA Convolutional Neural Networks Market by Vertical, 2024 - 2031, USD Million
  • TABLE 504 Key Information - NVIDIA Corporation
  • TABLE 505 Key Information - Google LLC
  • TABLE 506 Key Information - Microsoft Corporation
  • TABLE 507 Key Information - IBM Corporation
  • TABLE 508 Key Information - Amazon Web Services, Inc.
  • TABLE 509 Key Information - OpenAI, L.L.C.
  • TABLE 510 Key Information - Samsung Electronics Co., Ltd.
  • TABLE 511 Key Information - Intel Corporation
  • TABLE 512 Key Information - H2O.ai, Inc.
  • TABLE 513 Key Information - Qualcomm Incorporated