시장보고서
상품코드
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적대적 생성 신경망(GAN) 시장 : 시장 규모, 점유율, 동향 분석 보고서 - 기술별, 유형별, 전개별, 용도별, 산업별, 지역별, 부문별 예측(2025-2030년)

Generative Adversarial Networks Market Size, Share & Trends Analysis Report By Technology (Conditional GANs, Cycle GANs), By Type, By Deployment, By Application, By Industry Vertical, By Region, And Segment Forecasts, 2025 - 2030

발행일: | 리서치사: Grand View Research | 페이지 정보: 영문 100 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

시장 규모 및 동향

세계의 적대적 생성 신경망(GAN) 시장 규모는 2024년에 55억 2,000만 달러로 평가되었고, 2025-2030년 CAGR 37.7%를 나타낼 것으로 예측됩니다. GAN은 발전기와 디스크리미네이터라는 두 개의 신경망으로 구성되어 고품질 이미지, 동영상, 텍스트, 음성을 만드는 데 상충되는 역할을 합니다. 이러한 모델은 미디어, 엔터테인먼트, 의료, 금융, 소매 등의 산업에서 큰 지지를 얻고 있습니다. 이 기술은 이미지 강조, 딥페이크 감지, 3D 객체 생성, 합성 데이터 생성, 개인화된 컨텐츠 생성 등에 널리 사용됩니다. AI 및 머신러닝의 도입이 진행됨에 따라 GAN은 효율성 향상, 크리에이티브 프로세스 자동화, AI 모델 교육용 합성 데이터 생성을 목표로 하는 기업에 필수적인 도구가 되고 있습니다. 이 산업에서는 기술 대기업, 연구기관, 신흥기업으로부터 많은 투자가 이루어지고 있으며, 혁신과 도입이 더욱 가속화되고 있습니다. 컴퓨팅 능력과 AI 알고리즘의 발전으로 GANs 산업은 향후 몇 년동안 크게 확대될 태세를 마련하고 있습니다.

이 산업은 주로 산업 전체에서 AI 생성 컨텐츠에 대한 수요가 높아지고 있는 것이 원동력이 되고 있습니다. 미디어 및 엔터테인먼트 부문은 비디오 게임 개발, AI 생성 아트, 딥페이크 감지를 위해 GAN에 크게 의존합니다. 또한 의료 산업에서는 의료용 영상처리, 창약, AI 모델의 교육을 강화하기 위한 합성 데이터 작성에 GAN을 활용하고 있습니다. 클라우드 기반 AI 서비스의 상승 및 AI 연구에 대한 투자 확대는 시장 확대를 더욱 강화할 것입니다. 그러나 딥페이크 기술에 대한 윤리적 우려, 오정보에 대한 악용 가능성, 규제 당국의 모니터링 등의 과제가 큰 장애가 되고 있습니다. 또한 계산 비용이 높고 엄청난 학습 데이터 세트가 필요하기 때문에 중소기업에 있어서는 사용하기 어렵습니다. 게다가 GAN은 종종 학습 중 모드 붕괴 및 불안정성과 같은 과제로 고통 받고 구현을 복잡하게 만듭니다. 이러한 과제에도 불구하고 지속적인 연구 및 AI 거버넌스의 발전이 위험을 완화하며 GAN 기술의 추가 채택을 촉진할 것으로 기대됩니다.

제어된 이미지 및 텍스트 생성을 위한 조건부 GAN(cGAN)의 사용 증가 등 몇 가지 주요 동향이 GANs 시장을 형성하고 있습니다. GAN과 강화 학습 및 변환기와 같은 다른 AI 기술과의 통합은 모델의 성능과 사용 편의성을 향상시킵니다. 패션, 게임, 영화 제작 등의 크리에이티브 산업에서의 GAN의 급속한 채용은 AI 어시스트 디자인과 가상 모델링에 대한 새로운 용도로 이어지고 있습니다. 또한 금융, 사이버 보안 등의 산업에서는 부정 검출, 합성 데이터 작성, AI 주도의 리스크 평가에 GAN이 활용되고 있습니다. AIaaS(AI-as-a-Service) 플랫폼의 출현으로 GAN 기술은 모든 규모의 기업에 보다 쉽게 활용할 수 있습니다. 또한 윤리적인 AI 개발이 우선사항이 되어 GAN 용도를 규제하고 악용을 방지하는 대처가 활발해지고 있습니다. GAN의 안정성과 효율성을 향상시키는 연구가 진행됨에 따라 이 기술은 AI 주도의 혁신에 필수적인 요소가 될 것으로 기대되고 있습니다.

GAN 산업에서는 주요 AI 기업 및 연구기관의 합병, 인수, 전략적 제휴가 급증하고 있습니다. 구글, 메타, 마이크로소프트, 엔비디아 등 선도적인 기술 기업들은 GAN 개발에 적극적으로 투자하고 신흥 기업을 인수하고 대학과 협력하여 연구를 진행하고 있습니다. 최근에는 GAN 기술을 전문으로 하는 AI 기업이 인수되어 합성 미디어, AI를 활용한 디자인, 부정 검지 등의 기능을 강화하고 있습니다. 또한 클라우드 서비스 제공업체는 고객 기반을 확대하기 위해 GAN 모델을 자체 AI 서비스에 통합합니다. 게다가 오픈소스 협업은 개선된 GAN 아키텍처를 개발하여 전 세계의 연구자와 개발자들이 이 기술을 보다 쉽게 활용할 수 있게 합니다. AI 신흥 기업과 기업 간의 전략적 파트너십은 상용 용도 분야에서 GAN 채택을 가속화하고 있습니다. 이러한 협력관계에 의해 혁신이 촉진되고, 다양한 산업에서 GAN 기술의 실용적인 이용 사례가 확대되고 있습니다.

AI 연구의 진보로 모델의 정확성, 효율성, 확장성이 계속 향상되고 있기 때문에 GAN 산업의 미래는 헤아릴 수 없는 가능성을 가지고 있습니다. 프라이버시에 대한 우려 없이 AI 모델을 훈련하기 위한 합성 데이터에 대한 수요 증가는 큰 성장 기회를 가져옵니다. 의료에서는 GAN이 의료 이미지, 의약품 및 개인화 치료 솔루션에 혁명을 일으킬 수 있습니다. 소매 및 전자상거래 부문에서는 AI가 생성하는 상품 추천, 가상 시착 및 고객 경험 강화에 GAN이 활용될 것으로 예상됩니다. 규제 체계가 진화함에 따라 책임있는 AI 개발은 위험을 최소화하면서 GAN의 윤리적 이용을 추진할 것입니다. AI를 활용한 창의성 툴의 확대 및 메타버스 용도로의 GAN의 통합은 시장의 성장을 더욱 촉진할 것으로 예상됩니다. 또한 분산형 AI 및 연합형 학습의 대두는 데이터 보안과 공동 AI 개발에서 GAN의 새로운 기회를 창출합니다. 지속적인 혁신으로 GANs 시장은 AI 주도 응용 분야의 미래에 변혁적인 역할을 할 것으로 보입니다.

목차

제1장 조사 방법 및 범위

제2장 주요 요약

제3장 적대적 생성 신경망 시장의 변수, 동향 및 범위

  • 시장 서문 및 계통 전망
  • 산업 밸류체인 분석
  • 시장 역학
    • 시장 성장 촉진요인 분석
    • 시장 성장 억제요인 분석
    • 산업의 기회
    • 산업의 과제
  • 적대적 생성 신경망 시장 분석 툴
    • Porter's Five Forces 분석
    • PESTEL 분석

제4장 적대적 생성 신경망 시장 : 기술별 추정 및 동향 분석

  • 부문 대시보드
  • 적대적 생성 신경망 시장 : 기술별 변동 분석(2024년, 2030년)
  • 조건부 GAN
  • 사이클 GAN
  • 종래의 GAN

제5장 적대적 생성 신경망 시장 : 유형별 추정 및 동향 분석

  • 부문 대시보드
  • 적대적 생성 신경망 시장 : 유형별 변동 분석(2024년, 2030년)
  • 오디오 기반 GAN
  • 이미지 기반 GAN
  • 텍스트 기반 GAN
  • 비디오 기반 GAN

제6장 적대적 생성 신경망 시장 : 전개별 추정 및 동향 분석

  • 부문 대시보드
  • 적대적 생성 신경망 시장 : 전개별 변동 분석(2024년, 2030년)
  • 클라우드
  • 온프레미스

제7장 적대적 생성 신경망 시장 : 용도별 추정 및 동향 분석

  • 부문 대시보드
  • 적대적 생성 신경망 시장 : 용도별 변동 분석(2024년, 2030년)
  • 3D 오브젝트 생성
  • 오디오 및 음성 생성
  • 이미지 생성
  • 텍스트 생성
  • 비디오 생성

제8장 적대적 생성 신경망 시장 : 산업별 추정 및 동향 분석

  • 부문 대시보드
  • 적대적 생성 신경망 시장 : 산업별 변동 분석(2024년, 2030년)
  • 자동차
  • 의료
  • 금융 및 은행
  • 미디어 및 엔터테인먼트
  • 소매 및 전자상거래
  • 기타

제9장 적대적 생성 신경망 시장 : 지역별 추정 및 동향 분석

  • 적대적 생성 신경망 시장 점유율 : 지역별(2024년, 2030년)
  • 북미
    • 기술별(2018-2030년)
    • 유형별(2018-2030년)
    • 전개별(2018-2030년)
    • 용도별(2018-2030년)
    • 산업별(2018-2030년)
    • 미국
    • 캐나다
    • 멕시코
  • 유럽
    • 기술별(2018-2030년)
    • 유형별(2018-2030년)
    • 전개별(2018-2030년)
    • 용도별(2018-2030년)
    • 산업별(2018-2030년)
    • 영국
    • 독일
    • 프랑스
  • 아시아태평양
    • 기술별(2018-2030년)
    • 유형별(2018-2030년)
    • 전개별(2018-2030년)
    • 용도별(2018-2030년)
    • 산업별(2018-2030년)
    • 중국
    • 일본
    • 인도
    • 한국
    • 호주
  • 라틴아메리카
    • 기술별(2018-2030년)
    • 유형별(2018-2030년)
    • 전개별(2018-2030년)
    • 용도별(2018-2030년)
    • 산업별(2018-2030년)
    • 브라질
  • 중동 및 아프리카
    • 기술별(2018-2030년)
    • 유형별(2018-2030년)
    • 전개별(2018-2030년)
    • 용도별(2018-2030년)
    • 산업별(2018-2030년)
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 남아프리카

제10장 경쟁 구도

  • 주요 시장 진출기업에 의한 최근의 동향 및 영향 분석
  • 기업 분류
  • 기업의 시장 포지셔닝
  • 기업 히트맵 분석
  • 전략 매핑
  • 기업 프로파일
    • Assembly AI
    • AWS
    • BlockTech
    • Cohere
    • Creole Studios
    • Google
    • IBM
    • Markovate
    • Meta
    • Microsoft
    • NVIDIA
    • OpenAI
    • Persado
    • Rephrase AI
    • Stability AI
    • Synthesia
AJY 25.04.15

Market Size & Trends:

The global generative adversarial networks market size was valued at USD 5.52 billion in 2024 and is expected to grow at a CAGR of 37.7% from 2025 to 2030. GANs consist of two neural networks-the generator and the discriminator-working in opposition to create high-quality images, videos, text, and audio. These models have gained significant traction across industries, including media, entertainment, healthcare, finance, and retail. The technology is widely used for image enhancement, deepfake detection, 3D object creation, synthetic data generation, and personalized content creation. As AI and machine learning adoption increase, GANs are becoming an essential tool for businesses looking to improve efficiency, automate creative processes, and generate synthetic data for training AI models. The industry is witnessing substantial investment from technology giants, research institutions, and startups, further accelerating innovation and adoption. With advancements in computational power and AI algorithms, the GANs industry is poised for significant expansion over the coming years.

The industry is primarily driven by increasing demand for AI-generated content across industries. The media and entertainment sector heavily relies on GANs for video game development, AI-generated art, and deepfake detection. Additionally, the healthcare industry is leveraging GANs for medical imaging, drug discovery, and synthetic data creation to enhance AI model training. The rise of cloud-based AI services and growing investments in AI research further fuel market expansion. However, challenges such as ethical concerns related to deepfake technology, potential misuse for misinformation, and regulatory scrutiny pose significant obstacles. High computational costs and the requirement for extensive training datasets also limit accessibility for smaller enterprises. Moreover, GANs often struggle with issues like mode collapse and instability during training, making their implementation complex. Despite these challenges, continuous research and advancements in AI governance are expected to mitigate risks and drive further adoption of GAN technologies.

Several key trends are shaping the GANs market, including the increasing use of conditional GANs (cGANs) for controlled image and text generation. The integration of GANs with other AI technologies, such as reinforcement learning and transformers, is enhancing model performance and usability. The rapid adoption of GANs in creative industries, such as fashion, gaming, and film production, is leading to new applications in AI-assisted design and virtual modeling. Furthermore, industries such as finance and cybersecurity are utilizing GANs for fraud detection, synthetic data creation, and AI-driven risk assessment. The rise of AI-as-a-service (AIaaS) platforms is making GAN technology more accessible to businesses of all sizes. Additionally, ethical AI development is becoming a priority, with increased efforts to regulate GAN applications and prevent misuse. As research continues to improve GAN stability and efficiency, the technology is expected to become an integral part of AI-driven innovation.

The GANs industry has seen a surge in mergers, acquisitions, and strategic partnerships among leading AI companies and research institutions. Major technology firms such as Google, Meta, Microsoft, and NVIDIA are actively investing in GAN development, acquiring startups, and collaborating with universities to advance research. In recent years, AI firms specializing in GAN technology have been acquired to enhance capabilities in synthetic media, AI-powered design, and fraud detection. Cloud service providers are also integrating GAN models into their AI offerings to expand their customer base. Additionally, open-source collaborations have led to the development of improved GAN architectures, making the technology more accessible to researchers and developers worldwide. Strategic partnerships between AI startups and enterprise businesses are accelerating the adoption of GANs in commercial applications. These collaborations are fostering innovation and expanding the practical use cases of GAN technology across various industries.

The future of the GANs industry holds immense potential as advancements in AI research continue to improve model accuracy, efficiency, and scalability. The increasing demand for synthetic data to train AI models without privacy concerns presents a significant growth opportunity. In healthcare, GANs can revolutionize medical imaging, drug discovery, and personalized treatment solutions. The retail and e-commerce sectors are expected to leverage GANs for AI-generated product recommendations, virtual try-ons, and enhanced customer experiences. As regulatory frameworks evolve, responsible AI development will drive the ethical use of GANs while minimizing risks. The expansion of AI-powered creativity tools and the integration of GANs into metaverse applications will further fuel market growth. Additionally, the rise of decentralized AI and federated learning will create new opportunities for GANs in data security and collaborative AI development. With continuous innovation, the GANs market is set to play a transformative role in the future of AI-driven applications.

Global Generative Adversarial Networks (GANs) Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global GAN market report based on technology, type, deployment, application, industry vertical, and region

  • Technology Outlook (Revenue, USD Billion, 2018 - 2030)
  • Conditional GANs
  • Cycle GANs
  • Traditional GANs
  • Type Outlook (Revenue, USD Billion, 2018 - 2030)
  • Audio-Based GANs
  • Image-Based GANs
  • Text-Based GANs
  • Video-Based GANs
  • Deployment Outlook (Revenue, USD Billion, 2018 - 2030)
  • Cloud
  • On-Premises
  • Application Outlook (Revenue, USD Billion, 2018 - 2030)
  • 3D Object Generation
  • Audio and Speech Generation
  • Image Generation
  • Text Generation
  • Video Generation
  • Industry Vertical Outlook (Revenue, USD Billion, 2018 - 2030)
  • Automotive
  • Healthcare
  • Finance & Banking
  • Media & Entertainment
  • Retail & E-commerce
  • Others
  • Regional Outlook (Revenue, USD Billion, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • U.K.
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • MEA
    • UAE
    • South Africa
    • KSA

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

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

Chapter 3. Generative Adversarial Networks (GANs) Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Drivers Analysis
    • 3.3.2. Market Restraints Analysis
    • 3.3.3. Industry Opportunities
    • 3.3.4. Industry Challenges
  • 3.4. Generative Adversarial Networks (GANs) Market Analysis Tools
    • 3.4.1. Porter's Analysis
      • 3.4.1.1. Bargaining power of the suppliers
      • 3.4.1.2. Bargaining power of the buyers
      • 3.4.1.3. Threats of substitution
      • 3.4.1.4. Threats from new entrants
      • 3.4.1.5. Competitive rivalry
    • 3.4.2. PESTEL Analysis
      • 3.4.2.1. Political landscape
      • 3.4.2.2. Economic and Social landscape
      • 3.4.2.3. Technological landscape
      • 3.4.2.4. Environmental landscape
      • 3.4.2.5. Legal landscape

Chapter 4. Generative Adversarial Networks (GANs) Market: Technology Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Generative Adversarial Networks (GANs) Market: Technology Movement Analysis, 2024 & 2030 (USD Million)
  • 4.3. Conditional GANs
    • 4.3.1. Conditional GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Cycle GANs
    • 4.4.1. Cycle GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Traditional GANs
    • 4.5.1. Traditional GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Generative Adversarial Networks (GANs) Market: Type Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Generative Adversarial Networks (GANs) Market: Type Movement Analysis, 2024 & 2030 (USD Million)
  • 5.3. Audio-Based GANs
    • 5.3.1. Audio-Based GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Image-Based GANs
    • 5.4.1. Image-Based GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Text-Based GANs
    • 5.5.1. Text-Based GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.6. Video-Based GANs
    • 5.6.1. Video-Based GANs Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Generative Adversarial Networks (GANs) Market: Deployment Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Generative Adversarial Networks (GANs) Market: Deployment Movement Analysis, 2024 & 2030 (USD Million)
  • 6.3. Cloud
    • 6.3.1. Cloud Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. On-Premises
    • 6.4.1. On-Premises Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Generative Adversarial Networks (GANs) Market: Application Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. Generative Adversarial Networks (GANs) Market: Application Movement Analysis, 2024 & 2030 (USD Million)
  • 7.3. 3D Object Generation
    • 7.3.1. 3D Object Generation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Audio and Speech Generation
    • 7.4.1. Audio and Speech Generation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Image Generation
    • 7.5.1. Image Generation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Text Generation
    • 7.6.1. Text Generation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.7. Video Generation
    • 7.7.1. Video Generation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Generative Adversarial Networks (GANs) Market: Industry Vertical Estimates & Trend Analysis

  • 8.1. Segment Dashboard
  • 8.2. Generative Adversarial Networks (GANs) Market: Industry Vertical Movement Analysis, 2024 & 2030 (USD Million)
  • 8.3. Automotive
    • 8.3.1. Automotive Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.4. Healthcare
    • 8.4.1. Healthcare Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.5. Finance & Banking
    • 8.5.1. Finance & Banking Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.6. Media & Entertainment
    • 8.6.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.7. Retail & E-commerce
    • 8.7.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.8. Others
    • 8.8.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 9. Generative Adversarial Networks (GANs) Market: Regional Estimates & Trend Analysis

  • 9.1. Generative Adversarial Networks (GANs) Market Share, By Region, 2024 & 2030 (USD Million)
  • 9.2. North America
    • 9.2.1. North America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 9.2.2. North America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
    • 9.2.3. North America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 9.2.4. North America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 9.2.5. North America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 9.2.6. North America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.2.7. U.S.
      • 9.2.7.1. U.S. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.2.7.2. U.S. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.2.7.3. U.S. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.2.7.4. U.S. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.2.7.5. U.S. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.2.7.6. U.S. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.2.8. Canada
      • 9.2.8.1. Canada Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.2.8.2. Canada Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.2.8.3. Canada Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.2.8.4. Canada Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.2.8.5. Canada Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.2.8.6. Canada Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.2.9. Mexico
      • 9.2.9.1. Mexico Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.2.9.2. Mexico Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.2.9.3. Mexico Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.2.9.4. Mexico Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.2.9.5. Mexico Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.2.9.6. Mexico Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
  • 9.3. Europe
    • 9.3.1. Europe Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 9.3.2. Europe Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
    • 9.3.3. Europe Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 9.3.4. Europe Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 9.3.5. Europe Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 9.3.6. Europe Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.3.7. U.K.
      • 9.3.7.1. U.K. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.3.7.2. U.K. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.3.7.3. U.K. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.3.7.4. U.K. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.3.7.5. U.K. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.3.7.6. U.K. Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.3.8. Germany
      • 9.3.8.1. Germany Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.3.8.2. Germany Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.3.8.3. Germany Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.3.8.4. Germany Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.3.8.5. Germany Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.3.8.6. Germany Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.3.9. France
      • 9.3.9.1. France Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.3.9.2. France Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.3.9.3. France Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.3.9.4. France Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.3.9.5. France Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.3.9.6. Frace Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
  • 9.4. Asia Pacific
    • 9.4.1. Asia Pacific Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 9.4.2. Asia Pacific Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
    • 9.4.3. Asia Pacific Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 9.4.4. Asia Pacific Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 9.4.5. Asia Pacific Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 9.4.6. Asia Pacific Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.4.7. China
      • 9.4.7.1. China Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.4.7.2. China Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.4.7.3. China Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.4.7.4. China Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.4.7.5. China Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.4.7.6. China Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.4.8. Japan
      • 9.4.8.1. Japan Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.4.8.2. Japan Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.4.8.3. Japan Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.4.8.4. Japan Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.4.8.5. Japan Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.4.8.6. Japan Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.4.9. India
      • 9.4.9.1. India Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.4.9.2. India Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.4.9.3. India Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.4.9.4. India Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.4.9.5. India Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.4.9.6. India Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.4.10. South Korea
      • 9.4.10.1. South Korea Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.4.10.2. South Korea Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.4.10.3. South Korea Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.4.10.4. South Korea Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.4.10.5. South Korea Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.4.10.6. South Korea Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.4.11. Australia
      • 9.4.11.1. Australia Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.4.11.2. Australia Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.4.11.3. Australia Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.4.11.4. Australia Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.4.11.5. Australia Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.4.11.6. Australia Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
  • 9.5. Latin America
    • 9.5.1. Latin America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 9.5.2. Latin America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
    • 9.5.3. Latin America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 9.5.4. Latin America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 9.5.5. Latin America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 9.5.6. Latin America Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.5.7. Brazil
      • 9.5.7.1. Brazil Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.5.7.2. Brazil Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.5.7.3. Brazil Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.5.7.4. Brazil Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.5.7.5. Brazil Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.5.7.6. Brazil Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
  • 9.6. Middle East and Africa
    • 9.6.1. Middle East and Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 9.6.2. Middle East and Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
    • 9.6.3. Middle East and Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
    • 9.6.4. Middle East and Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
    • 9.6.5. Middle East and Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
    • 9.6.6. Middle East and Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.6.7. KSA
      • 9.6.7.1. KSA Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.6.7.2. KSA Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.6.7.3. KSA Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.6.7.4. KSA Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.6.7.5. KSA Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.6.7.6. KSA Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.6.8. UAE
      • 9.6.8.1. UAE Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.6.8.2. UAE Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.6.8.3. UAE Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.6.8.4. UAE Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.6.8.5. UAE Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.6.8.6. UAE Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)
    • 9.6.9. South Africa
      • 9.6.9.1. South Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 9.6.9.2. South Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
      • 9.6.9.3. South Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 9.6.9.4. South Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 9.6.9.5. South Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 9.6.9.6. South Africa Generative Adversarial Networks (GANs) Market Estimates and Forecasts, by Industry Vertical, 2018 - 2030 (USD Million)

Chapter 10. Competitive Landscape

  • 10.1. Recent Developments & Impact Analysis by Key Market Participants
  • 10.2. Company Categorization
  • 10.3. Company Market Positioning
  • 10.4. Company Heat Map Analysis
  • 10.5. Strategy Mapping
  • 10.6. Company Profiles
    • 10.6.1. Assembly AI
      • 10.6.1.1. Overview
      • 10.6.1.2. Financial Performance
      • 10.6.1.3. Product Benchmarking
      • 10.6.1.4. Strategic Initiatives
    • 10.6.2. AWS
      • 10.6.2.1. Overview
      • 10.6.2.2. Financial Performance
      • 10.6.2.3. Product Benchmarking
      • 10.6.2.4. Strategic Initiatives
    • 10.6.3. BlockTech
      • 10.6.3.1. Overview
      • 10.6.3.2. Financial Performance
      • 10.6.3.3. Product Benchmarking
      • 10.6.3.4. Strategic Initiatives
    • 10.6.4. Cohere
      • 10.6.4.1. Overview
      • 10.6.4.2. Financial Performance
      • 10.6.4.3. Product Benchmarking
      • 10.6.4.4. Strategic Initiatives
    • 10.6.5. Creole Studios
      • 10.6.5.1. Overview
      • 10.6.5.2. Financial Performance
      • 10.6.5.3. Product Benchmarking
      • 10.6.5.4. Strategic Initiatives
    • 10.6.6. Google
      • 10.6.6.1. Overview
      • 10.6.6.2. Financial Performance
      • 10.6.6.3. Product Benchmarking
      • 10.6.6.4. Strategic Initiatives
    • 10.6.7. IBM
      • 10.6.7.1. Overview
      • 10.6.7.2. Financial Performance
      • 10.6.7.3. Product Benchmarking
      • 10.6.7.4. Strategic Initiatives
    • 10.6.8. Markovate
      • 10.6.8.1. Overview
      • 10.6.8.2. Financial Performance
      • 10.6.8.3. Product Benchmarking
      • 10.6.8.4. Strategic Initiatives
    • 10.6.9. Meta
      • 10.6.9.1. Overview
      • 10.6.9.2. Financial Performance
      • 10.6.9.3. Product Benchmarking
      • 10.6.9.4. Strategic Initiatives
    • 10.6.10. Microsoft
      • 10.6.10.1. Overview
      • 10.6.10.2. Financial Performance
      • 10.6.10.3. Product Benchmarking
      • 10.6.10.4. Strategic Initiatives
    • 10.6.11. NVIDIA
      • 10.6.11.1. Overview
      • 10.6.11.2. Financial Performance
      • 10.6.11.3. Product Benchmarking
      • 10.6.11.4. Strategic Initiatives
    • 10.6.12. OpenAI
      • 10.6.12.1. Overview
      • 10.6.12.2. Financial Performance
      • 10.6.12.3. Product Benchmarking
      • 10.6.12.4. Strategic Initiatives
    • 10.6.13. Persado
      • 10.6.13.1. Overview
      • 10.6.13.2. Financial Performance
      • 10.6.13.3. Product Benchmarking
      • 10.6.13.4. Strategic Initiatives
    • 10.6.14. Rephrase AI
      • 10.6.14.1. Overview
      • 10.6.14.2. Financial Performance
      • 10.6.14.3. Product Benchmarking
      • 10.6.14.4. Strategic Initiatives
    • 10.6.15. Stability AI
      • 10.6.15.1. Overview
      • 10.6.15.2. Financial Performance
      • 10.6.15.3. Product Benchmarking
      • 10.6.15.4. Strategic Initiatives
    • 10.6.16. Synthesia
      • 10.6.16.1. Overview
      • 10.6.16.2. Financial Performance
      • 10.6.16.3. Product Benchmarking
      • 10.6.16.4. Strategic Initiatives
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