コンピュータビジョンにおける生成AIの世界市場レポート 2024年

コンピュータビジョンにおける生成AI市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR37.8％で281億1,000万米ドルに成長します。予測期間中に予測される成長は、様々な産業における採用の増加、合成データに対する需要の高まり、ハードウェア機能の進歩、投資と資金調達の拡大、計算効率の改善など、いくつかの要因に起因しています。この期間に予想される主要動向には、画像とビデオの合成強化、拡張現実と仮想現実の進歩、コンテンツ作成とパーソナライゼーションの革新、トレーニングのためのデータ拡大、医療イメージングの改善などがあります。

さまざまな産業でAIの導入が進んでいることが、コンピュータビジョンにおける生成AI市場の拡大を促進すると予想されます。AI採用の増加は、複雑なタスクを自動化し、効率と精度を高め、大規模なデータセットから実用的な考察を抽出し、イノベーションと競合優位性を促進する能力に起因しています。コンピュータビジョンにおける生成AIは、既存のデータからパターンを学習することで、リアルな画像やビジュアルコンテンツを生成し、画像の合成、強調、変換などのアプリケーションを容易にします。例えば、米国の技術企業であるInternational Business Machines Corporation（IBM）が2024年1月に8,584人のITプロフェッショナルを対象に実施した調査によると、従業員1,000人以上の組織の約42％がAIを積極的に業務に組み込んでいることがわかった。さらに、40％がAIを検討中または実験中であり、この技術への強い関心を示しています。早期導入企業では、59％がAIへの投資を拡大する予定であり、急速に導入が進んでいる動向が浮き彫りになりました。このように、さまざまなセグメントでAIの利用が拡大していることが、コンピュータビジョンにおける生成AI市場の成長を後押ししています。

生成AIコンピュータビジョン市場の主要企業は、競合を維持するために、高度データ合成技術などの革新的ソリューションの開発に注力しています。先進的データ合成では、生成モデルがリアルで高品質な合成画像や視覚データを作成します。例えば、インドを拠点とする情報技術サービスコンサルティング企業のTech Mahindraは、2023年10月、ビジネスアナリストのスマートデータサイエンティストとして機能するように設計された生成AI搭載ソリューションであるVision amplifAIerを発表しました。このツールはテックマヒンドラのTechM amplifAI 0->Infinityスイートの一部であり、企業内のコンピュータビジョンアプリケーションの強化を目的としています。Vision Amplifierは、データの前処理、使用事例の理解、モデルのトレーニングなどのタスクに費やす時間を短縮することで、コンピュータビジョンプロジェクトのワークフローを合理化します。このソリューションにより、豊富なデータサイエンスの専門知識を持たない技術者でもコンピュータビジョンの使用事例を開発できるようになり、組織全体におけるAIイニシアチブの拡大が容易になります。このソリューションはGenerative AI機能を備えており、ユーザーは合成データを作成し、転移学習によって既存のモデルを再利用することができます。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

• 高インフレが市場に与える影響
• ウクライナ・ロシア戦争が市場に与える影響
• COVID-19による市場への影響

第5章 世界の市場規模と成長

• 世界のコンピュータビジョンにおける生成AI市場：促進要因と抑制要因
  • 市場促進要因
  • 市場抑制要因
• 世界のコンピュータビジョンにおける生成AI市場の実績：規模と成長、2018～2023年
• 世界のコンピュータビジョンにおける生成AI市場の予測：規模と成長、2023～2028年、2033年

第6章 市場セグメンテーション

• 世界のコンピュータビジョンにおける生成AI市場：技術別、実績と予測、2018～2023年、2023～2028年、2033年
• ディープラーニング
• 生成的敵対ネットワーク（GAN）
• 変分オートエンコーダ（VAE）
• その他
• 世界のコンピュータビジョンにおける生成AI市場：用途別、実績と予測、2018～2023年、2023～2028年、2033年
• コンテンツの作成と強化
• 画像とビデオの合成
• 画像から画像への変換
• スタイル転送
• その他
• 世界のコンピュータビジョンにおける生成AI市場：産業別、実績と予測、2018～2023年、2023～2028年、2033年
• 医療
• 自動車
• 小売
• エンターテイメントとメディア
• 製造業
• その他

第7章 地域別・国別分析

• 世界のコンピュータビジョンにおける生成AI市場：地域別、実績と予測、2018～2023年、2023～2028年、2033年
• 世界のコンピュータビジョンにおける生成AI市場：国別、実績と予測、2018～2023年、2023～2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• コンピュータビジョンにおける生成AI市場：競合情勢
• コンピュータビジョンにおける生成AI市場：企業プロファイル
  • Apple Inc.
  • Samsung Electronics
  • Microsoft Corporation
  • Alibaba Group Holding Limited
  • Amazon Web Services（AWS）Inc.

第31章 その他の大手企業と革新的企業

• Siemens AG
• Intel Corporation
• International Business Machines Corporation
• Qualcomm Incorporated
• NVIDIA Corporation
• Adobe Inc.
• Baidu Inc.
• Hikvision
• Xilinx Inc.
• OpenAI
• NEC Corporation
• Cognex Corporation
• Xnor.ai
• Clarifai
• Vicarious AI

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の展望と潜在的な分析

第36章 付録

Generative artificial intelligence (AI) in computer vision involves using advanced algorithms to generate new images, improve image quality, and perform tasks such as image synthesis, image-to-image translation, and data augmentation. By learning from extensive visual data, these models can create realistic images or modify existing ones in innovative ways, supporting applications such as realistic photo editing, virtual reality, medical imaging improvements, and generating training data for other AI systems.

Key technologies in generative AI for computer vision include deep learning, generative adversarial networks (GANs), and variational autoencoders (VAEs), among others. Deep learning, a subset of AI, utilizes neural networks to simulate the human brain's structure and function. It involves training models with large datasets to recognize patterns and make decisions. These technologies are applied in areas such as content creation and enhancement, image and video synthesis, image-to-image translation, and style transfer, across various industries including healthcare, automotive, retail, entertainment and media, and manufacturing.

The Generative AI in computer vision market research report is one of a series of new reports from The Business Research Company that provides Generative AI in computer vision market statistics, including Generative AI in computer vision industry global market size, regional shares, competitors with a Generative AI in computer vision market share, detailed Generative AI in computer vision market segments, market trends and opportunities, and any further data you may need to thrive in the Generative AI in computer vision industry. This Generative AI in computer vision market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The Generative AI in computer vision market size has grown exponentially in recent years. It will grow from $5.66 billion in 2023 to $7.80 billion in 2024 at a compound annual growth rate (CAGR) of 37.7%. The growth observed in the historical period can be attributed to several factors, advancements in deep learning, the development of generative adversarial networks (GANs), increased computational power, access to large-scale datasets, and improvements in training techniques.

The Generative AI in computer vision market size is expected to see exponential growth in the next few years. It will grow to $28.11 billion in 2028 at a compound annual growth rate (CAGR) of 37.8%. The projected growth during the forecast period can be attributed to several factors, increased adoption across various industries, rising demand for synthetic data, advancements in hardware capabilities, greater investment and funding, and improved computational efficiency. Key trends expected in this period include enhanced image and video synthesis, advancements in augmented and virtual reality, innovations in content creation and personalization, data augmentation for training, and improvements in healthcare imaging.

The growing adoption of AI across various industries is expected to drive the expansion of the Generative AI in computer vision market. The increase in AI adoption is attributed to its capacity to automate complex tasks, enhance efficiency and accuracy, and extract actionable insights from large datasets, fostering innovation and competitive advantage. Generative AI in computer vision generates realistic images and visual content by learning patterns from existing data, facilitating applications such as image synthesis, enhancement, and transformation. For example, a January 2024 survey of 8,584 IT professionals conducted by International Business Machines Corporation (IBM), a US-based technology company, found that approximately 42% of organizations with over 1,000 employees had actively integrated AI into their operations. Additionally, 40% were exploring or experimenting with AI, indicating strong interest in the technology. Among early adopters, 59% plan to increase their AI investments, highlighting a trend toward rapid adoption. Thus, the growing use of AI across various sectors is driving the growth of the Generative AI in computer vision market.

Leading companies in the Generative AI computer vision market are focusing on developing innovative solutions, such as advanced data synthesis technologies, to maintain a competitive edge. Advanced Data Synthesis involves generative models creating realistic and high-quality synthetic images or visual data. For instance, in October 2023, Tech Mahindra, an India-based information technology services and consulting firm, introduced Vision amplifAIer, a Generative AI-powered solution designed to act as a smart data scientist for business analysts. This tool is part of Tech Mahindra's TechM amplifAI 0 -> Infinity suite, aimed at enhancing computer vision applications within enterprises. Vision Amplifier streamlines computer vision project workflows by reducing time spent on tasks such as data pre-processing, use case understanding, and model training. It allows a techno-functional workforce to develop computer vision use cases without extensive data science expertise, facilitating the scaling of AI initiatives across organizations. The solution features Generative AI capabilities, enabling users to create synthetic data and repurpose existing models through transfer learning.

In April 2024, Apple Inc., a US-based technology company, acquired Datakalab for an undisclosed amount. This acquisition is a strategic move for Apple, aimed at enhancing its AI capabilities while ensuring user privacy and security, ultimately leading to improved product offerings. Datakalab, based in France, specializes in artificial intelligence (AI) compression and computer vision technology.

Major companies operating in the Generative AI in computer vision market are Apple Inc., Samsung Electronics, Microsoft Corporation, Alibaba Group Holding Limited, Amazon Web Services (AWS) Inc., Siemens AG, Intel Corporation, International Business Machines Corporation, Qualcomm Incorporated, NVIDIA Corporation, Adobe Inc., Baidu Inc., Hikvision, Xilinx Inc., OpenAI, NEC Corporation, Cognex Corporation, Xnor.ai, Clarifai, Vicarious AI, Visenze, Runway AI inc.

North America was the largest region in the Generative AI in computer vision market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the Generative AI in computer vision market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the Generative AI in computer vision market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The Generative AI in computer vision market includes revenues earned by entities by providing services such as image synthesis, image-to-image translation, data augmentation, image editing and enhancement, content generation, and 3D object reconstruction. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Generative AI In Computer Vision Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on generative AI in computer vision market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for generative AI in computer vision ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The generative AI in computer vision market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Technology: Deep Learning; Generative Adversarial Networks (GANs); Variational Autoencoders (VAEs); Other Technologies
• 2) By Application: Content Creation and Enhancement; Image And Video Synthesis; Image-to-Image Translation; Style Transfer; Other Applications
• 3) By Industry Vertical: Healthcare; Automotive; Retail; Entertainment and Media; Manufacturing; Other Industry Verticals
• Companies Mentioned: Apple Inc.; Samsung Electronics; Microsoft Corporation; Alibaba Group Holding Limited; Amazon Web Services (AWS) Inc.
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Generative AI In Computer Vision Market Characteristics

3. Generative AI In Computer Vision Market Trends And Strategies

4. Generative AI In Computer Vision Market - Macro Economic Scenario

• 4.1. Impact Of High Inflation On The Market
• 4.2. Ukraine-Russia War Impact On The Market
• 4.3. COVID-19 Impact On The Market

5. Global Generative AI In Computer Vision Market Size and Growth

• 5.1. Global Generative AI In Computer Vision Market Drivers and Restraints
  • 5.1.1. Drivers Of The Market
  • 5.1.2. Restraints Of The Market
• 5.2. Global Generative AI In Computer Vision Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
• 5.3. Global Generative AI In Computer Vision Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Generative AI In Computer Vision Market Segmentation

• 6.1. Global Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Deep Learning
• Generative Adversarial Networks (GANs)
• Variational Autoencoders (VAEs)
• Other Technologies
• 6.2. Global Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Content Creation and Enhancement
• Image And Video Synthesis
• Image-to-Image Translation
• Style Transfer
• Other Applications
• 6.3. Global Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• Healthcare
• Automotive
• Retail
• Entertainment and Media
• Manufacturing
• Other Industry Verticals

7. Generative AI In Computer Vision Market Regional And Country Analysis

• 7.1. Global Generative AI In Computer Vision Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 7.2. Global Generative AI In Computer Vision Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Generative AI In Computer Vision Market

• 8.1. Asia-Pacific Generative AI In Computer Vision Market Overview
• Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.3. Asia-Pacific Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 8.4. Asia-Pacific Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Generative AI In Computer Vision Market

• 9.1. China Generative AI In Computer Vision Market Overview
• 9.2. China Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.3. China Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
• 9.4. China Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Generative AI In Computer Vision Market

• 10.1. India Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.2. India Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 10.3. India Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Generative AI In Computer Vision Market

• 11.1. Japan Generative AI In Computer Vision Market Overview
• 11.2. Japan Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.3. Japan Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 11.4. Japan Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Generative AI In Computer Vision Market

• 12.1. Australia Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.2. Australia Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 12.3. Australia Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Generative AI In Computer Vision Market

• 13.1. Indonesia Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.2. Indonesia Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 13.3. Indonesia Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Generative AI In Computer Vision Market

• 14.1. South Korea Generative AI In Computer Vision Market Overview
• 14.2. South Korea Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.3. South Korea Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 14.4. South Korea Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Generative AI In Computer Vision Market

• 15.1. Western Europe Generative AI In Computer Vision Market Overview
• 15.2. Western Europe Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.3. Western Europe Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 15.4. Western Europe Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Generative AI In Computer Vision Market

• 16.1. UK Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.2. UK Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 16.3. UK Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Generative AI In Computer Vision Market

• 17.1. Germany Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.2. Germany Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 17.3. Germany Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Generative AI In Computer Vision Market

• 18.1. France Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.2. France Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 18.3. France Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Generative AI In Computer Vision Market

• 19.1. Italy Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.2. Italy Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 19.3. Italy Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Generative AI In Computer Vision Market

• 20.1. Spain Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.2. Spain Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 20.3. Spain Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Generative AI In Computer Vision Market

• 21.1. Eastern Europe Generative AI In Computer Vision Market Overview
• 21.2. Eastern Europe Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.3. Eastern Europe Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 21.4. Eastern Europe Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Generative AI In Computer Vision Market

• 22.1. Russia Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.2. Russia Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 22.3. Russia Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Generative AI In Computer Vision Market

• 23.1. North America Generative AI In Computer Vision Market Overview
• 23.2. North America Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.3. North America Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 23.4. North America Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Generative AI In Computer Vision Market

• 24.1. USA Generative AI In Computer Vision Market Overview
• 24.2. USA Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.3. USA Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 24.4. USA Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Generative AI In Computer Vision Market

• 25.1. Canada Generative AI In Computer Vision Market Overview
• 25.2. Canada Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.3. Canada Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 25.4. Canada Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Generative AI In Computer Vision Market

• 26.1. South America Generative AI In Computer Vision Market Overview
• 26.2. South America Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.3. South America Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 26.4. South America Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Generative AI In Computer Vision Market

• 27.1. Brazil Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.2. Brazil Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 27.3. Brazil Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Generative AI In Computer Vision Market

• 28.1. Middle East Generative AI In Computer Vision Market Overview
• 28.2. Middle East Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.3. Middle East Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 28.4. Middle East Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Generative AI In Computer Vision Market

• 29.1. Africa Generative AI In Computer Vision Market Overview
• 29.2. Africa Generative AI In Computer Vision Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.3. Africa Generative AI In Computer Vision Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
• 29.4. Africa Generative AI In Computer Vision Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Generative AI In Computer Vision Market Competitive Landscape And Company Profiles

• 30.1. Generative AI In Computer Vision Market Competitive Landscape
• 30.2. Generative AI In Computer Vision Market Company Profiles
  • 30.2.1. Apple Inc.
    • 30.2.1.1. Overview
    • 30.2.1.2. Products and Services
    • 30.2.1.3. Strategy
    • 30.2.1.4. Financial Performance
  • 30.2.2. Samsung Electronics
    • 30.2.2.1. Overview
    • 30.2.2.2. Products and Services
    • 30.2.2.3. Strategy
    • 30.2.2.4. Financial Performance
  • 30.2.3. Microsoft Corporation
    • 30.2.3.1. Overview
    • 30.2.3.2. Products and Services
    • 30.2.3.3. Strategy
    • 30.2.3.4. Financial Performance
  • 30.2.4. Alibaba Group Holding Limited
    • 30.2.4.1. Overview
    • 30.2.4.2. Products and Services
    • 30.2.4.3. Strategy
    • 30.2.4.4. Financial Performance
  • 30.2.5. Amazon Web Services (AWS) Inc.
    • 30.2.5.1. Overview
    • 30.2.5.2. Products and Services
    • 30.2.5.3. Strategy
    • 30.2.5.4. Financial Performance

31. Generative AI In Computer Vision Market Other Major And Innovative Companies

• 31.1. Siemens AG
• 31.2. Intel Corporation
• 31.3. International Business Machines Corporation
• 31.4. Qualcomm Incorporated
• 31.5. NVIDIA Corporation
• 31.6. Adobe Inc.
• 31.7. Baidu Inc.
• 31.8. Hikvision
• 31.9. Xilinx Inc.
• 31.10. OpenAI
• 31.11. NEC Corporation
• 31.12. Cognex Corporation
• 31.13. Xnor.ai
• 31.14. Clarifai
• 31.15. Vicarious AI

32. Global Generative AI In Computer Vision Market Competitive Benchmarking

33. Global Generative AI In Computer Vision Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Generative AI In Computer Vision Market

35. Generative AI In Computer Vision Market Future Outlook and Potential Analysis

• 35.1 Generative AI In Computer Vision Market In 2028 - Countries Offering Most New Opportunities
• 35.2 Generative AI In Computer Vision Market In 2028 - Segments Offering Most New Opportunities
• 35.3 Generative AI In Computer Vision Market In 2028 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer