세계의 AI 이미지 생성기 시장 규모, 점유율 및 동향 분석 보고서 : 구성요소별, 최종 사용자별, 지역별 전망 및 예측(2023-2030년)
Global AI Image Generator Market Size, Share & Trends Analysis Report By Component (Software, and Services), By End-user (Media & Entertainment, Social Media, E-commerce, Fashion, Healthcare, and Others), By Regional Outlook and Forecast, 2023 - 2030
상품코드:1431298
리서치사:KBV Research
발행일:2024년 02월
페이지 정보:영문 164 Pages
라이선스 & 가격 (부가세 별도)
한글목차
AI 이미지 생성기 시장 규모는 2030년까지 9억 9,680만 달러에 달할 것으로 예상되며, 예측 기간 동안 연평균 17.1%의 시장 성장률을 나타낼 것으로 예상됩니다.
그러나 훈련 데이터 세트의 품질과 다양성은 이러한 생성기의 일반화 효과와 능력에 직접적인 영향을 미칩니다. 훈련 데이터가 불충분하거나 편향된 경우, 모델은 견고성이 떨어지고 정확하고 다양한 이미지를 생성하는 데 어려움을 겪을 수 있습니다. 또한 훈련 데이터가 가능한 입력의 전체 스펙트럼을 대표하지 않는 시나리오에서 이러한 생성기는 다양하거나 특이한 상황에 직면했을 때 어려움을 겪을 수 있습니다. 따라서 이러한 요인은 향후 몇 년동안 이러한 발전기에 대한 수요를 방해할 수 있습니다.
목차
제1장 시장 범위와 조사 방법
시장의 정의
목적
시장 범위
세분화
조사 방법
제2장 시장 요람
주요 하이라이트
제3장 시장 개요
서론
개요
시장 구성과 시나리오
시장에 영향을 미치는 주요 요인
시장 성장 촉진요인
시장 기회
시장 성장 억제요인
시장이 해결해야 할 과제
Porter의 Five Forces 분석
제4장 세계 시장 : 구성별
세계의 소프트웨어 시장 : 지역별
세계 서비스 시장 : 지역별
제5장 세계 시장 : 최종사용자별
세계의 미디어 및 엔터테인먼트 시장 : 지역별
세계의 소셜미디어 시장 : 지역별
세계의 E-Commerce 시장 : 지역별
세계의 패션 시장 : 지역별
세계의 헬스케어 시장 : 지역별
세계의 기타 시장 : 지역별
제6장 세계 시장 : 지역별
북미
북미 시장 : 국가별
미국
캐나다
멕시코
기타 북미
유럽
유럽 시장 : 국가별
독일
영국
프랑스
러시아
스페인
이탈리아
기타 유럽
아시아태평양
아시아태평양 시장 : 국가별
중국
일본
인도
한국
싱가포르
말레이시아
기타 아시아태평양
라틴아메리카/중동 및 아프리카
라틴아메리카/중동 및 아프리카 시장 : 국가별
브라질
아르헨티나
아랍에미리트(UAE)
사우디아라비아
남아프리카공화국
나이지리아
기타 라틴아메리카/중동 및 아프리카
제7장 기업 개요
Stability AI Ltd
VanceAI Technology
Jasper AI, Inc
NightCafe Studio Pty Ltd
Resleeve BV
Runway AI, Inc
OpenAI, LL.C
Adobe, Inc
제8장 AI 이미지 생성기 시장을 위한 성공 필수 조건
LSH
영문 목차
영문목차
The Global AI Image Generator Market size is expected to reach $996.8 million by 2030, rising at a market growth of 17.1% CAGR during the forecast period.
These generators played a pivotal role in revolutionizing personalized styling recommendations. AI algorithms generated tailored styling suggestions by analyzing user preferences, past purchases, and trends. This improved the overall shopping experience for consumers and helped fashion retailers optimize their inventory management based on real-time insights. Consequently, the fashion segment would acquire nearly 15% of the total market share by 2030. Additionally, these generators contribute to virtual try-on experiences, enabling customers to visualize how clothing items will look on them before making a purchase. By seamlessly integrating AI image generation into the fashion workflow, the industry can streamline design processes, reduce time-to-market, and engage consumers with visually compelling and personalized content.
The driving force behind the evolution of these generators lies in the continuous refinement of generative models. These models are designed to generate new, synthetic data that closely resembles existing datasets. In addition, complementing GANs, variational autoencoders (VAEs) bring a different approach to generative modeling. VAEs operate on the principles of encoding and decoding latent representations of data. Hence, these factors will boost the demand in the market. Additionally, the accelerated pace of AI innovation is significantly influenced by the widespread proliferation of high-performance computing (HPC) resources. These resources encompass supercomputers, clusters, and cloud-based infrastructures with robust processing capabilities. In addition, at the heart of this computational revolution are advanced Graphics Processing Units (GPUs). Initially developed to render graphics in video games, GPUs have since evolved into multipurpose processors that are exceptionally suitable for the parallel processing requirements of machine learning tasks. Therefore, these factors will lead to increased demand in the market.
However, the quality and diversity of the training dataset directly impact the efficacy and capacity for the generalization of these generators. Insufficient or biased training data may result in a model that lacks robustness and struggles to generate accurate and diverse images. In addition, in scenarios where the training data is not representative of the full spectrum of possible inputs, these generators may encounter difficulties when faced with diverse or uncommon situations. Therefore, these factors can hamper the demand for these generators in the coming years.
By Component Analysis
Based on component, the market is segmented into software and services. In 2022, the services segment garnered a significant revenue share in the market. The increasing demand for customized AI image generation solutions has fueled the rise of services catering to the specific needs of businesses. Service providers offer customization to integrate these generators seamlessly into existing workflows, aligning technology with clients' unique requirements across industries. Thus, the segment will expand rapidly in the coming years.
By End-user Analysis
On the basis of end-user, the market is divided into media & entertainment, healthcare, fashion, social media, e-commerce, and others. In 2022, the social media segment witnessed a substantial revenue share in the market. The essence of social media lies in visual content, and platforms are constantly vying for attention through captivating images. These generators, with their ability to produce high-quality and visually appealing content, have become instrumental for individuals, influencers, and businesses aiming to stand out in the crowded social media space. Hence, these factors will pose lucrative growth prospects for the segment.
By Regional Analysis
By region, the market is segmented into North America, Europe, Asia Pacific, and LAMEA. The North America segment procured the highest revenue share in the market in 2022. North America, particularly the United States, boasts a robust technological ecosystem with a concentration of leading tech companies, research institutions, and skilled professionals. This technological prowess was pivotal in driving the development and implementation of AI image-generator technologies. Therefore, the segment will expand rapidly in the upcoming years.
List of Key Companies Profiled
Stability AI Ltd.
VanceAI Technology
Jasper AI, Inc.
NightCafe Studio Pty Ltd
Resleeve B.V.
Runway AI, Inc.
OpenAI, LLC
Adobe, Inc.
Global AI Image Generator Market Report Segmentation
By Component
Software
Services
By End-user
Media & Entertainment
Social Media
E-commerce
Fashion
Healthcare
Others
By Geography
North America
US
Canada
Mexico
Rest of North America
Europe
Germany
UK
France
Russia
Spain
Italy
Rest of Europe
Asia Pacific
China
Japan
India
South Korea
Singapore
Malaysia
Rest of Asia Pacific
LAMEA
Brazil
Argentina
UAE
Saudi Arabia
South Africa
Nigeria
Rest of LAMEA
Table of Contents
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global AI Image Generator Market, by Component
1.4.2 Global AI Image Generator Market, by End-user
1.4.3 Global AI Image Generator Market, by Geography
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Opportunities
3.2.3 Market Restraints
3.2.4 Market Challenges
3.3 Porter Five Forces Analysis
Chapter 4. Global AI Image Generator Market by Component
4.1 Global Software Market by Region
4.2 Global Services Market by Region
Chapter 5. Global AI Image Generator Market by End-user
5.1 Global Media & Entertainment market by Region
5.2 Global Social Media Market by Region
5.3 Global E-commerce Market by Region
5.4 Global Fashion Market by Region
5.5 Global Healthcare Market by Region
5.6 Global Others Market by Region
Chapter 6. Global AI Image Generator Market by Region
6.1 North America AI Image Generator Market
6.1.1 North America AI Image Generator Market by Component
6.1.1.1 North America Software Market by Country
6.1.1.2 North America Services Market by Country
6.1.2 North America AI Image Generator Market by End-user
6.1.2.1 North America Media & Entertainment market by Country
6.1.2.2 North America Social Media Market by Country
6.1.2.3 North America E-commerce Market by Country
6.1.2.4 North America Fashion Market by Country
6.1.2.5 North America Healthcare Market by Country
6.1.2.6 North America Others Market by Country
6.1.3 North America AI Image Generator Market by Country
6.1.3.1 US AI Image Generator Market
6.1.3.1.1 US AI Image Generator Market by Component
6.1.3.1.2 US AI Image Generator Market by End-user
6.1.3.2 Canada AI Image Generator Market
6.1.3.2.1 Canada AI Image Generator Market by Component
6.1.3.2.2 Canada AI Image Generator Market by End-user
6.1.3.3 Mexico AI Image Generator Market
6.1.3.3.1 Mexico AI Image Generator Market by Component
6.1.3.3.2 Mexico AI Image Generator Market by End-user
6.1.3.4 Rest of North America AI Image Generator Market
6.1.3.4.1 Rest of North America AI Image Generator Market by Component
6.1.3.4.2 Rest of North America AI Image Generator Market by End-user
6.2 Europe AI Image Generator Market
6.2.1 Europe AI Image Generator Market by Component
6.2.1.1 Europe Software Market by Country
6.2.1.2 Europe Services Market by Country
6.2.2 Europe AI Image Generator Market by End-user
6.2.2.1 Europe Media & Entertainment market by Country
6.2.2.2 Europe Social Media Market by Country
6.2.2.3 Europe E-commerce Market by Country
6.2.2.4 Europe Fashion Market by Country
6.2.2.5 Europe Healthcare Market by Country
6.2.2.6 Europe Others Market by Country
6.2.3 Europe AI Image Generator Market by Country
6.2.3.1 Germany AI Image Generator Market
6.2.3.1.1 Germany AI Image Generator Market by Component
6.2.3.1.2 Germany AI Image Generator Market by End-user
6.2.3.2 UK AI Image Generator Market
6.2.3.2.1 UK AI Image Generator Market by Component
6.2.3.2.2 UK AI Image Generator Market by End-user
6.2.3.3 France AI Image Generator Market
6.2.3.3.1 France AI Image Generator Market by Component
6.2.3.3.2 France AI Image Generator Market by End-user
6.2.3.4 Russia AI Image Generator Market
6.2.3.4.1 Russia AI Image Generator Market by Component
6.2.3.4.2 Russia AI Image Generator Market by End-user
6.2.3.5 Spain AI Image Generator Market
6.2.3.5.1 Spain AI Image Generator Market by Component
6.2.3.5.2 Spain AI Image Generator Market by End-user
6.2.3.6 Italy AI Image Generator Market
6.2.3.6.1 Italy AI Image Generator Market by Component
6.2.3.6.2 Italy AI Image Generator Market by End-user
6.2.3.7 Rest of Europe AI Image Generator Market
6.2.3.7.1 Rest of Europe AI Image Generator Market by Component
6.2.3.7.2 Rest of Europe AI Image Generator Market by End-user
6.3 Asia Pacific AI Image Generator Market
6.3.1 Asia Pacific AI Image Generator Market by Component
6.3.1.1 Asia Pacific Software Market by Country
6.3.1.2 Asia Pacific Services Market by Country
6.3.2 Asia Pacific AI Image Generator Market by End-user
6.3.2.1 Asia Pacific Media & Entertainment market by Country
6.3.2.2 Asia Pacific Social Media Market by Country
6.3.2.3 Asia Pacific E-commerce Market by Country
6.3.2.4 Asia Pacific Fashion Market by Country
6.3.2.5 Asia Pacific Healthcare Market by Country
6.3.2.6 Asia Pacific Others Market by Country
6.3.3 Asia Pacific AI Image Generator Market by Country
6.3.3.1 China AI Image Generator Market
6.3.3.1.1 China AI Image Generator Market by Component
6.3.3.1.2 China AI Image Generator Market by End-user
6.3.3.2 Japan AI Image Generator Market
6.3.3.2.1 Japan AI Image Generator Market by Component
6.3.3.2.2 Japan AI Image Generator Market by End-user
6.3.3.3 India AI Image Generator Market
6.3.3.3.1 India AI Image Generator Market by Component
6.3.3.3.2 India AI Image Generator Market by End-user
6.3.3.4 South Korea AI Image Generator Market
6.3.3.4.1 South Korea AI Image Generator Market by Component
6.3.3.4.2 South Korea AI Image Generator Market by End-user
6.3.3.5 Singapore AI Image Generator Market
6.3.3.5.1 Singapore AI Image Generator Market by Component
6.3.3.5.2 Singapore AI Image Generator Market by End-user
6.3.3.6 Malaysia AI Image Generator Market
6.3.3.6.1 Malaysia AI Image Generator Market by Component
6.3.3.6.2 Malaysia AI Image Generator Market by End-user
6.3.3.7 Rest of Asia Pacific AI Image Generator Market
6.3.3.7.1 Rest of Asia Pacific AI Image Generator Market by Component
6.3.3.7.2 Rest of Asia Pacific AI Image Generator Market by End-user
6.4 LAMEA AI Image Generator Market
6.4.1 LAMEA AI Image Generator Market by Component
6.4.1.1 LAMEA Software Market by Country
6.4.1.2 LAMEA Services Market by Country
6.4.2 LAMEA AI Image Generator Market by End-user
6.4.2.1 LAMEA Media & Entertainment market by Country
6.4.2.2 LAMEA Social Media Market by Country
6.4.2.3 LAMEA E-commerce Market by Country
6.4.2.4 LAMEA Fashion Market by Country
6.4.2.5 LAMEA Healthcare Market by Country
6.4.2.6 LAMEA Others Market by Country
6.4.3 LAMEA AI Image Generator Market by Country
6.4.3.1 Brazil AI Image Generator Market
6.4.3.1.1 Brazil AI Image Generator Market by Component
6.4.3.1.2 Brazil AI Image Generator Market by End-user
6.4.3.2 Argentina AI Image Generator Market
6.4.3.2.1 Argentina AI Image Generator Market by Component
6.4.3.2.2 Argentina AI Image Generator Market by End-user
6.4.3.3 UAE AI Image Generator Market
6.4.3.3.1 UAE AI Image Generator Market by Component
6.4.3.3.2 UAE AI Image Generator Market by End-user
6.4.3.4 Saudi Arabia AI Image Generator Market
6.4.3.4.1 Saudi Arabia AI Image Generator Market by Component
6.4.3.4.2 Saudi Arabia AI Image Generator Market by End-user
6.4.3.5 South Africa AI Image Generator Market
6.4.3.5.1 South Africa AI Image Generator Market by Component
6.4.3.5.2 South Africa AI Image Generator Market by End-user
6.4.3.6 Nigeria AI Image Generator Market
6.4.3.6.1 Nigeria AI Image Generator Market by Component
6.4.3.6.2 Nigeria AI Image Generator Market by End-user
6.4.3.7 Rest of LAMEA AI Image Generator Market
6.4.3.7.1 Rest of LAMEA AI Image Generator Market by Component
6.4.3.7.2 Rest of LAMEA AI Image Generator Market by End-user
Chapter 7. Company Profiles
7.1 Stability AI Ltd.
7.1.1 Company Overview
7.2 VanceAI Technology
7.2.1 Company Overview
7.3 Jasper AI, Inc.
7.3.1 Company Overview
7.3.2 Recent strategies and developments:
7.3.2.1 Partnerships, Collaborations, and Agreements:
7.3.2.2 Product Launches and Product Expansions:
7.4 NightCafe Studio Pty Ltd
7.4.1 Company Overview
7.5 Resleeve B.V.
7.5.1 Company Overview
7.6 Runway AI, Inc.
7.6.1 Company Overview
7.6.2 Recent strategies and developments:
7.6.2.1 Partnerships, Collaborations, and Agreements:
7.6.2.2 Product Launches and Product Expansions:
7.7 OpenAI, L.L.C.
7.7.1 Company Overview
7.7.2 SWOT Analysis
7.8 Adobe, Inc.
7.8.1 Company Overview
7.8.2 Financial Analysis
7.8.3 Segmental and Regional Analysis
7.8.4 Research & Development Expense
7.8.5 Recent strategies and developments:
7.8.5.1 Product Launches and Product Expansions:
7.8.5.2 Acquisition and Mergers:
7.8.6 SWOT Analysis
Chapter 8. Winning Imperatives of AI Image Generator Market