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畳み込みニューラルネットワークの世界市場

Convolutional Neural Networks

出版日
ページ情報
英文 220 Pages
納期
即日から翌営業日
適宜更新あり
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価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=151.79円
畳み込みニューラルネットワークの世界市場
出版日: 2025年06月06日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 220 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

畳み込みニューラルネットワークの世界市場は2030年までに1,160億米ドルに達する見込み

2024年に144億米ドルと推定される畳み込みニューラルネットワークの世界市場は、2024年から2030年にかけてCAGR 41.6%で成長し、2030年には1,160億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるハードウェアコンポーネントは、CAGR 45.9%を記録し、分析期間終了時には787億米ドルに達すると予測されます。ソフトウェアコンポーネント分野の成長率は、分析期間でCAGR 33.8％と推定されます。

米国市場は38億米ドル、中国はCAGR 39.2％で成長すると予測

米国の畳み込みニューラルネットワーク市場は、2024年に38億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに170億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは39.2％となります。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ38.6%と35.6%と予測されています。欧州では、ドイツがCAGR 28.5%で成長すると予測されています。

世界の畳み込みニューラルネットワーク市場- 主要動向と促進要因のまとめ

なぜ畳み込みニューラルネットワークがAIを活用した視覚・認識のフロンティアを変革するのか？

畳み込みニューラルネットワーク（CNN）は、人工知能、特に画像認識とパターン認識の分野を発展させる基礎となっています。人間の視覚野にヒントを得たCNNは、入力データから特徴の空間的階層を自動的かつ適応的に学習するように設計されており、視覚イメージの分析に非常に効果的です。畳み込み層、プーリング層、完全連結層からなるCNNの階層アーキテクチャは、エッジやコーナーなどの低レベルのパターンを検出し、形状、顔、物体などのより複雑な構造を徐々に識別することを可能にします。CNNは、顔認識や自律走行から、医療画像診断や製造業における品質管理まで、幅広いアプリケーションの中核となっています。CNNの強みは、手作業による特徴設計を必要とせずに、さまざまなスケールや方向にわたって特徴を一般化する能力にあります。そのため、精度が高いだけでなく、多様なデータセットに対して拡張性があります。スマートフォン、監視システム、産業用センサーを通じた視覚データの爆発的な増加に伴い、高性能なCNNモデルに対する需要は急速に高まっています。より多くの産業がリアルタイムの視覚的解釈の価値を認識するにつれ、CNNは学術的な概念から、自動化、インテリジェンス、運用精度を推進する不可欠なツールへと進化しています。

業界特有のアプリケーションは、どのように各分野でのCNNの採用を促進しているのでしょうか？

畳み込みニューラルネットワークの採用は、複雑な画像や動画データから意味のある洞察を引き出すユニークな能力によって、幅広い業界で加速しています。ヘルスケアでは、CNNがX線、MRI、病理組織学的画像を分析する診断システムを支えており、がん、結核、神経疾患などの病気を専門家レベルの精度で検出しています。自動車業界では、CNNが自律走行車のビジョン・システムの中心的役割を果たし、車線検出、物体認識、歩行者追跡、リアルタイムの意思決定を可能にしています。小売業界では、在庫監視、買い物客の行動分析、視覚的検索にCNNが利用され、農業では、植物の病気検出、作物の健康監視、視覚ベースのモデルによる自動収穫が役立っています。セキュリティと防衛の分野では、CNNは顔認識、監視ビデオ分析、脅威検出システムに利用されています。eコマース・プラットフォームでは、商品タグ付け、画像分類、拡張現実（AR）ショッピング体験にCNNが活用されています。ファッションやメディアのようなクリエイティブな分野でも、CNNはデザイン推奨や画像ベースのコンテンツ・キュレーションのイノベーションを推進しています。このような多様でインパクトの大きいアプリケーションは、CNNの活躍の場を広げているだけでなく、AIが実世界の特定分野に特化した文脈で達成できることの限界を押し広げています。

どのような技術革新がCNNの性能とアクセシビリティを拡大しているのか？

計算ハードウェア、アルゴリズム最適化、AIフレームワークの進歩は、畳み込みニューラルネットワークのパフォーマンスとアクセシビリティを大幅に向上させています。ResNet、Inception、EfficientNet、MobileNetなど、より効率的なネットワークアーキテクチャの開発により、収束の高速化、メモリ使用量の削減、タスク全体の精度の向上が実現されています。これらのモデルは勾配の消失やオーバーフィッティングのような問題に対処し、CNNをよりロバストで一般化可能なものにしています。転移学習の利用により、CNNは（ImageNetのような）大規模なデータセットで事前に訓練され、最小限のデータで特定のタスク用に微調整できるため、小規模な組織にとってはリソースの負担が軽減されます。ハードウェア面では、GPU、TPU、エッジAIチップの台頭により、リソースに制約のある環境でもCNNを大規模に訓練し、展開することが可能になりました。エッジの展開は、リアルタイムの監視や車載画像処理など、低遅延を必要とするアプリケーションで特に価値があります。一方、TensorFlow、PyTorch、Kerasのようなオープンソースのフレームワークは、CNN開発へのアクセスを民主化し、開発者、研究者、企業が迅速に構築し、反復することを可能にしています。クラウドプラットフォームやAI-as-a-サービスモデルとの統合により、参入障壁はさらに低くなっています。このような技術革新により、CNNはより効率的で費用対効果が高くなり、業種や使用事例の幅が広がっています。

畳み込みニューラルネットワークの世界的成長を促進する主な要因とは？

畳み込みニューラルネットワーク市場の成長は、データの可用性、自動化に対する業界の需要、AIインフラの継続的な改善の融合によってもたらされます。主な要因の1つは、スマートフォン、IoTデバイス、監視システム、ソーシャル・メディア・プラットフォームを通じて生成される画像や動画データの急激な増加です。企業は、視覚的検査、意思決定、顧客との対話を自動化する方法をますます求めています。特にヘルスケア、自動車、製造業、小売業などの分野では、デジタルトランスフォーメーションの推進により、AIベースのビジョン技術への投資が加速しています。一方、リアルタイム分析とエッジ・コンピューティングが重視されるようになったことで、組み込み機器で効率的に動作する軽量CNNモデルの採用が進んでいます。政府や防衛分野もAIを活用した監視やセキュリティ・ソリューションに投資しており、需要をさらに押し上げています。さらに、拡張現実（AR）、ロボット工学、自然言語処理などの補完的技術とCNNを統合することで、CNN搭載システムの範囲と魅力が拡大しています。AI規制が成熟し、責任あるAIの実践が主流になるにつれ、CNNは透明性、公平性、説明可能性を向上させながら進化を続け、将来のアプリケーションにおける関連性と信頼性を確実なものにしていくと思われます。これらの力が相まって、畳み込みニューラルネットワークは世界規模で力強く持続可能な成長軌道を描いています。

セグメント

コンポーネント（ハードウェア、ソフトウェア、サービス）、デプロイメント（オンプレミス、クラウド）、アプリケーション（画像・映像認識、自然言語処理、医療画像分析、自律走行車、ロボット・製造、その他のアプリケーション）、業界別（ヘルスケア、自動車、小売・eコマース、IT・通信、製造、航空宇宙・防衛、エネルギー・公益事業、その他の業界）

調査対象企業の例（注目の42社）

  • Amazon Web Services, Inc.
  • Apple Inc.
  • Baidu, Inc.
  • Cerebras Systems
  • Clarifai, Inc.
  • DeepMind Technologies
  • Facebook, Inc.（Meta）
  • Google LLC
  • H2O.ai, Inc.
  • IBM Corporation
  • Intel Corporation
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI, LLC
  • Qualcomm Incorporated
  • Samsung Electronics Co., Ltd.
  • Tencent Holdings Ltd.
  • ViitorCloud Technologies
  • Yellow Systems
  • Zfort Group

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、人為的な売上原価の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

Global Industry Analystsは、世界の主要なチーフ・エコノミスト（1万4,949人）、シンクタンク（62団体）、貿易・産業団体（171団体）の専門家の意見に熱心に従いながら、エコシステムへの影響を評価し、新たな市場の現実に対処しています。あらゆる主要国の専門家やエコノミストが、関税とそれが自国に与える影響についての意見を追跡調査しています。

Global Industry Analystsは、この混乱が今後2-3ヶ月で収束し、新しい世界秩序がより明確に確立されると予想しています。Global Industry Analystsは、これらの開発をリアルタイムで追跡しています。

2025年4月：交渉フェーズ

4月のリリースでは、世界市場全体に対する関税の影響を取り上げ、地域別の市場調整について紹介します。当社の予測は、過去のデータと進化する市場影響要因に基づいています。

2025年7月：最終関税リセット

お客様には、各国間で最終リセットが発表された後、7月に無料アップデート版をお届けします。最終アップデート版には、明確に定義された関税影響分析が組み込まれています。

相互および二国間貿易と関税の影響分析：

アメリカ <>中国<>メキシコ <>カナダ <>EU <>日本<>インド <>その他176カ国

業界をリードするエコノミスト：Global Industry Analystsの知識ベースは、国家、シンクタンク、貿易・産業団体、大企業、そして世界の計量経済状況におけるこの前例のないパラダイムシフトの影響を共有する領域の専門家など、最も影響力のあるチーフエコノミストの厳選されたグループを含む1万4,949人のエコノミストを追跡しています。当社の16,491を超えるレポートのほとんどは、マイルストーンに基づくこの2段階のリリーススケジュールを取り入れています。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP34848

Global Convolutional Neural Networks Market to Reach US$116.0 Billion by 2030

The global market for Convolutional Neural Networks estimated at US$14.4 Billion in the year 2024, is expected to reach US$116.0 Billion by 2030, growing at a CAGR of 41.6% over the analysis period 2024-2030. Hardware Component, one of the segments analyzed in the report, is expected to record a 45.9% CAGR and reach US$78.7 Billion by the end of the analysis period. Growth in the Software Component segment is estimated at 33.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$3.8 Billion While China is Forecast to Grow at 39.2% CAGR

The Convolutional Neural Networks market in the U.S. is estimated at US$3.8 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$17.0 Billion by the year 2030 trailing a CAGR of 39.2% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 38.6% and 35.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 28.5% CAGR.

Global Convolutional Neural Networks Market - Key Trends & Drivers Summarized

Why Are Convolutional Neural Networks Transforming the Frontier of AI-Powered Vision and Recognition?

Convolutional Neural Networks (CNNs) have become foundational in advancing artificial intelligence, particularly in the realm of image and pattern recognition. Inspired by the human visual cortex, CNNs are designed to automatically and adaptively learn spatial hierarchies of features from input data, making them exceptionally effective for analyzing visual imagery. Their layered architecture-comprising convolutional layers, pooling layers, and fully connected layers-enables them to detect low-level patterns like edges and corners, and progressively identify more complex structures such as shapes, faces, or objects. CNNs are at the core of applications ranging from facial recognition and autonomous driving to medical image diagnostics and quality control in manufacturing. Their strength lies in their ability to generalize features across varying scales and orientations without the need for manual feature engineering. This makes them not only accurate but also scalable across diverse datasets. With the explosion of visual data through smartphones, surveillance systems, and industrial sensors, the demand for high-performance CNN models is growing rapidly. As more industries recognize the value of real-time visual interpretation, CNNs are evolving from academic concepts into indispensable tools driving automation, intelligence, and operational precision.

How Are Industry-Specific Applications Fueling CNN Adoption Across Sectors?

The adoption of Convolutional Neural Networks is accelerating across a wide range of industries, driven by their unique ability to extract meaningful insights from complex image and video data. In healthcare, CNNs are powering diagnostic systems that analyze X-rays, MRIs, and histopathological images to detect diseases such as cancer, tuberculosis, and neurological disorders with expert-level accuracy. In automotive, CNNs are central to the vision systems of autonomous vehicles, enabling lane detection, object recognition, pedestrian tracking, and real-time decision-making. The retail industry is using CNNs for inventory monitoring, shopper behavior analysis, and visual search, while agriculture benefits from plant disease detection, crop health monitoring, and automated harvesting powered by vision-based models. In security and defense, CNNs are used in facial recognition, surveillance video analysis, and threat detection systems. E-commerce platforms leverage CNNs for product tagging, image classification, and augmented reality (AR) shopping experiences. Even in creative sectors like fashion and media, CNNs are driving innovations in design recommendation and image-based content curation. These diverse, high-impact applications are not only expanding the footprint of CNNs but also pushing the boundaries of what AI can achieve in real-world, domain-specific contexts.

What Technological Innovations Are Expanding the Performance and Accessibility of CNNs?

Advancements in computational hardware, algorithm optimization, and AI frameworks are significantly enhancing the performance and accessibility of Convolutional Neural Networks. The development of more efficient network architectures-such as ResNet, Inception, EfficientNet, and MobileNet-has led to faster convergence, lower memory usage, and higher accuracy across tasks. These models address issues like vanishing gradients and overfitting, making CNNs more robust and generalizable. The use of transfer learning allows CNNs to be pre-trained on large datasets (like ImageNet) and fine-tuned for specific tasks with minimal data, reducing the resource burden for smaller organizations. On the hardware front, the rise of GPUs, TPUs, and edge AI chips has made it possible to train and deploy CNNs at scale, even in resource-constrained environments. Edge deployment is particularly valuable in applications requiring low latency, such as real-time surveillance or in-vehicle image processing. Meanwhile, open-source frameworks like TensorFlow, PyTorch, and Keras are democratizing access to CNN development, allowing developers, researchers, and enterprises to build and iterate rapidly. Integration with cloud platforms and AI-as-a-service models is further lowering the barrier to entry. These innovations are making CNNs more efficient, cost-effective, and applicable across an expanding spectrum of industries and use cases.

What Are the Key Factors Driving the Global Growth of Convolutional Neural Networks?

The growth in the Convolutional Neural Networks market is driven by the convergence of data availability, industry demand for automation, and continuous improvements in AI infrastructure. One of the primary drivers is the exponential increase in image and video data generated through smartphones, IoT devices, surveillance systems, and social media platforms, all of which require intelligent systems to interpret and extract value. Businesses are increasingly seeking ways to automate visual inspection, decision-making, and customer interaction-tasks that CNNs are uniquely equipped to handle. The push toward digital transformation, especially in sectors like healthcare, automotive, manufacturing, and retail, is accelerating investments in AI-based vision technologies. Meanwhile, the growing emphasis on real-time analytics and edge computing is prompting the adoption of lightweight CNN models that can run efficiently on embedded devices. Government and defense sectors are also investing in AI-driven surveillance and security solutions, further boosting demand. Additionally, the integration of CNNs with complementary technologies such as augmented reality, robotics, and natural language processing is expanding the scope and appeal of CNN-powered systems. As AI regulations mature and responsible AI practices become mainstream, CNNs will continue to evolve with improved transparency, fairness, and explainability-ensuring their relevance and trustworthiness in future applications. These combined forces are creating a strong and sustainable growth trajectory for Convolutional Neural Networks on a global scale.

SCOPE OF STUDY:

The report analyzes the Convolutional Neural Networks market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Hardware, Software, Services); Deployment (On-Premise, Cloud); Application (Image & Video Recognition, Natural Language Processing, Medical Image Analysis, Autonomous Vehicles, Robotics & Manufacturing, Other Applications); Vertical (Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities, Other Verticals)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 42 Featured) -

  • Amazon Web Services, Inc.
  • Apple Inc.
  • Baidu, Inc.
  • Cerebras Systems
  • Clarifai, Inc.
  • DeepMind Technologies
  • Facebook, Inc. (Meta)
  • Google LLC
  • H2O.ai, Inc.
  • IBM Corporation
  • Intel Corporation
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI, LLC
  • Qualcomm Incorporated
  • Samsung Electronics Co., Ltd.
  • Tencent Holdings Ltd.
  • ViitorCloud Technologies
  • Yellow Systems
  • Zfort Group

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by artificially increasing the COGS, reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA <> CHINA <> MEXICO <> CANADA <> EU <> JAPAN <> INDIA <> 176 OTHER COUNTRIES.

Leading Economists - Our knowledge base tracks 14,949 economists including a select group of most influential Chief Economists of nations, think tanks, trade and industry bodies, big enterprises, and domain experts who are sharing views on the fallout of this unprecedented paradigm shift in the global econometric landscape. Most of our 16,491+ reports have incorporated this two-stage release schedule based on milestones.

COMPLIMENTARY PREVIEW

Contact your sales agent to request an online 300+ page complimentary preview of this research project. Our preview will present full stack sources, and validated domain expert data transcripts. Deep dive into our interactive data-driven online platform.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Tariff Impact on Global Supply Chain Patterns
    • Convolutional Neural Networks - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Explosion of Visual Data Across Industries Throws the Spotlight on CNN-Based Image Recognition Models
    • Advancements in Deep Learning Architectures Drive Innovation in CNN Performance and Scalability
    • Proliferation of Edge AI Applications Propels Adoption of Lightweight CNN Models for On-Device Inference
    • Rising Accuracy Demands in Medical Imaging and Diagnostics Strengthen the Business Case for CNN Integration
    • Autonomous Vehicles and ADAS Systems Accelerate Use of CNNs in Real-Time Object Detection and Classification
    • Surging Use of Video Surveillance and Smart Cameras Drives Deployment of CNNs in Security Analytics
    • Growth of Augmented and Virtual Reality Expands the Addressable Market for Real-Time CNN-Based Scene Understanding
    • Push Toward Explainable AI Generates Opportunities for Interpretable CNN Frameworks in Regulated Applications
    • Increasing Use of Transfer Learning Spurs Reusability and Training Efficiency in CNN Model Development
    • Accelerated Computing Advancements Throw the Spotlight on CNN Optimization for GPUs and TPUs
    • Rising Demand for Automated Quality Control in Manufacturing Fuels Use of CNNs in Visual Defect Detection
    • Toolchain Improvements and Open-Source Frameworks Drive Democratization and Deployment of CNN-Based Solutions
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Convolutional Neural Networks Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Convolutional Neural Networks by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Convolutional Neural Networks by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Robotics & Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Robotics & Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Image & Video Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Image & Video Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Medical Image Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Medical Image Analysis by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Autonomous Vehicles by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Autonomous Vehicles by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Automotive by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Automotive by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Retail & E-Commerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Retail & E-Commerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for IT & Telecommunications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for IT & Telecommunications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Aerospace & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for Aerospace & Defense by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 34: World Recent Past, Current & Future Analysis for Energy & Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 35: World 6-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 36: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 37: World 6-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 39: World 6-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 40: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 41: World 6-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 42: USA Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: USA 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: USA 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 46: USA Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: USA 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 48: USA Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: USA 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • CANADA
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Canada 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 52: Canada Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Canada 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 54: Canada Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Canada 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 56: Canada Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Canada 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • JAPAN
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 58: Japan Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Japan 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 60: Japan Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Japan 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 62: Japan Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Japan 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 64: Japan Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Japan 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • CHINA
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 66: China Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: China 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 68: China Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: China 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 70: China Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: China 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 72: China Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: China 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • EUROPE
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 75: Europe 6-Year Perspective for Convolutional Neural Networks by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 76: Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Europe 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 78: Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Europe 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 80: Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Europe 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 82: Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Europe 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • FRANCE
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 84: France Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: France 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 86: France Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: France 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 88: France Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: France 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 90: France Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: France 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • GERMANY
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 92: Germany Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Germany 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 94: Germany Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Germany 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 96: Germany Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Germany 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 98: Germany Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Germany 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • ITALY
    • TABLE 100: Italy Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Italy 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 102: Italy Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Italy 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 104: Italy Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Italy 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 106: Italy Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Italy 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • UNITED KINGDOM
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 108: UK Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: UK 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 110: UK Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: UK 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 112: UK Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: UK 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 114: UK Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: UK 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Rest of Europe 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Rest of Europe 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 120: Rest of Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Rest of Europe 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 122: Rest of Europe Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of Europe 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Convolutional Neural Networks Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 124: Asia-Pacific Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Asia-Pacific 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Asia-Pacific 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 128: Asia-Pacific Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Asia-Pacific 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 130: Asia-Pacific Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 131: Asia-Pacific 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 132: Rest of World Recent Past, Current & Future Analysis for Convolutional Neural Networks by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 133: Rest of World 6-Year Perspective for Convolutional Neural Networks by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
    • TABLE 134: Rest of World Recent Past, Current & Future Analysis for Convolutional Neural Networks by Application - Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Rest of World 6-Year Perspective for Convolutional Neural Networks by Application - Percentage Breakdown of Value Sales for Robotics & Manufacturing, Other Applications, Image & Video Recognition, Natural Language Processing, Medical Image Analysis and Autonomous Vehicles for the Years 2025 & 2030
    • TABLE 136: Rest of World Recent Past, Current & Future Analysis for Convolutional Neural Networks by Vertical - Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 137: Rest of World 6-Year Perspective for Convolutional Neural Networks by Vertical - Percentage Breakdown of Value Sales for Healthcare, Automotive, Retail & E-Commerce, IT & Telecommunications, Manufacturing, Aerospace & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
    • TABLE 138: Rest of World Recent Past, Current & Future Analysis for Convolutional Neural Networks by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 139: Rest of World 6-Year Perspective for Convolutional Neural Networks by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030

IV. COMPETITION