한글목차

세계의 컴퓨터 비전용 AI 시장 규모는 예측 기간 중 CAGR로 36.0%의 대폭적인 성장이 예측됩니다. 시장에 대한 관심은 최종 용도 시장 전체에서 컴퓨터화와 품질 검사에 대한 관심의 증가에 의해 촉진될 전망입니다.

지역 인사이트

북미가 시장을 독점하는 지역이 될 전망입니다. 북미는 세계에서 AI의 중요한 중심지로 보이고 있으며, 미국은 2020년에 북미의 89.54%라는 가장 극단적인 시장 점유율을 획득하고 있습니다.

세계의 컴퓨터 비전용 AI 시장에 대해 조사분석했으며, 시장 역학, 지역과 부문 분석, 기업 개요 등을 제공하고 있습니다.

목차

제1장 주요 요약

• 세계의 컴퓨터 비전용 AI 시장 : 컴포넌트별
• 세계의 컴퓨터 비전용 AI 시장 : 기계학습 모델별
• 세계의 컴퓨터 비전용 AI 시장 : 최종사용자별
• 세계의 컴퓨터 비전용 AI 시장 : 지역별

제2장 시장의 서론

제3장 조사 방법

제4장 시장 역학

• 서론
• 촉진요인
  • 모바일 디바이스에서 엣지 컴퓨팅의 수요 증대
  • 머신 비전에서 AI의 영향 증대
  • 기존에 없는 새로운 용도에서 컴퓨터 비전의 수요 증대
• 억제요인
  • 높은 도입 비용
  • 인식의 결여와 기술 전문 지식의 부족
• 기회
  • AI 기반 GPU의 연산 능력 향상
  • AI 관련 기술의 개발을 촉진하는 정부 구상
• 과제
  • 클라우드 기반 영상 처리와 분석에 관련된 보안상 우려의 증가
  • AI용 하드웨어의 프리미엄 가격
  • 급속히 변화하는 머신 비전 기술에 관한 사용자 인식의 결여
• 시장에 대한 COVID-19의 영향
  • AI 기술의 영향
  • 업계에 대한 영향

제5장 시장 요인 분석

• 공급망 분석
• Porter's Five Forces 분석
• 시장 동향
  • 엣지상에서의 컴퓨터 비전
  • 서비스로서의 컴퓨터 비전
  • 데이터 중심 컴퓨터 비전

제6장 세계의 컴퓨터 비전용 AI 시장 : 컴포넌트별

• 서론
• 하드웨어
• 소프트웨어

제7장 세계의 컴퓨터 비전용 AI 시장 : 기계학습 프로세스별

• 서론
• 지도 학습
• 비지도 학습
• 강화학습

제8장 세계의 컴퓨터 비전용 AI 시장 : 최종사용자별

• 서론
• CE(Consumer Electronics)
• 자동차
• 로보틱스
• 의료
• 보안, 감시
• 농업
• 기타

제9장 세계의 컴퓨터 비전용 AI 시장 : 지역별

• 서론
• 북미
  • 미국
  • 캐나다
  • 멕시코
• 유럽
  • 독일
  • 프랑스
  • 영국
  • 기타 유럽
• 아시아태평양
  • 중국
  • 인도
  • 일본
  • 기타 아시아태평양
• 중동 및 아프리카
• 남미

제10장 경쟁 구도

• 개요
• 경쟁 벤치마킹
• 세계의 컴퓨터 비전용 AI 시장의 주요 성장 전략
• 세계의 컴퓨터 비전용 AI 시장의 개발 수에서의 주요 기업
• 주요 개발 분석
• 주요 발전과 성장 전략
  • 제품 발매/제품 승인
  • 합병과 인수
  • 파트너십과 협정
  • 확장/투자
• 재무 매트릭스
  • 판매(2020년)

제11장 기업 개요

• ULTRALEAP
• IRIDA LABS S.A.
• CLARIFAI, INC.
• GENERAL ELECTRIC
• TELEDYNE TECHNOLOGIES INC.
• XILINX, INC.
• OMRON CORPORATION(OMRON)
• NVIDIA CORPORATION
• QUALCOMM TECHNOLOGIES INC
• INTEL CORPORATION
• GOOGLE, LLC
• MICROSOFT CORPORATION
• APPLE INC.
• META PLATFORMS INC.
• PRISMA AI

제12장 부록

영문목차

Market Overview

AI in Computer Vision Market is anticipated to witness a substantial CAGR of 36.0% during the forecast period). The market is considerably developing with the coming of innovation in application markets, for example, auto, customer gadgets, medical care, agribusiness, advanced mechanics, and that's only the tip of the iceberg. The utilization of artificial intelligence in PC vision is flawless as far as market improvement, simplicity of assembling, market situating of items, supply proficiency, observing of stock, and item development, and that's just the beginning.

The interest in man-made intelligence in the PC vision market is expected to be driven by rising interest in computerization and quality examination overall across end-use markets. Further, state-run administrations across the globe are advancing organizations by supporting the joining and mechanization of computer-based intelligence in PC vision to set out open doors for market members in the ecosystem. Notwithstanding, the market reflects security concerns adjusted to investigation and cloud-based picture handling, which is expected to go about as a restraining variable to market improvement over the not-so-distant future.

Versatile Edge Processing is an arising idea which is a worldview that works with cell phones which are assets scant to accomplish high capacities and thus execute information-concentrated applications while teaming up with network servers that are asset-rich to empower pervasive registering. The utilization of edge registering in cell phones is not especially dependent on specific applications but rather is prevalently talked about in various cases. For example, edge registering in cell phones is used in associated vehicles if there should be an occurrence of vehicles that are independent.

Market Segmentation

Computer vision applications of AI are divided into hardware and software.

In this study, the market for artificial intelligence in computer vision has been divided into three categories based on the machine learning method: supervised learning, unsupervised learning, and reinforcement learning.

Home security, home automation, home entertainment, home healthcare, and others are the component-based segments of the AI in Computer Vision Market. Over the projection period, the healthcare category will experience the quickest growth.

Regional Insights

North America is probably going to be the predominant regional market. North America is viewed as a significant center point for computer based intelligence globally, with the US catching the most extreme market portion of 89.54% in North America in 2020. The nation is center point to significant man-made intelligence transforming organizations that have been progressively putting resources into advancements and catering greater part of end use markets across US and North America. Not many of the main artificial intelligence providers in US starting around 2021 incorporates AIBrain, AEye, Anki, AlphaSense, CaseText, Blue Waterway Innovation, ClarifAI, CognitiveScale, DataRobots, and CloudMinds, Unusual Security, ASMP Mechanical technology, Arize computer based intelligence, Atomwise, Bearing, Material, and Cresta among others.

Major Players

The key vendors in the market are Ultraleap, Irida Labs S.A., Clarifai, Inc., General Electric, Teledyne Technologies Inc., Xilinx, Inc., Omron Corporation, Nvidia Corporation, Qualcomm Technologies Inc., Intel Corporation, Google, LLC, Microsoft Corporation, Apple Inc., Meta Platforms Inc. and Prisma AI.

TABLE OF CONTENTS

1 EXECUTIVE SUMMARY

• 1.1 GLOBAL AI IN COMPUTER VISION MARKET, BY COMPONENT
• 1.2 GLOBAL AI IN COMPUTER VISION MARKET, BY MACHINE LEARNING MODEL
• 1.3 GLOBAL AI IN COMPUTER VISION MARKET, BY END USER
• 1.4 GLOBAL AI IN COMPUTER VISION MARKET, BY REGION

2 MARKET INTRODUCTION

• 2.1 DEFINITION
• 2.2 SCOPE OF THE STUDY
• 2.3 MARKET STRUCTURE

3 RESEARCH METHODOLOGY

• 3.1 RESEARCH PROCESS
• 3.2 PRIMARY RESEARCH
• 3.3 SECONDARY RESEARCH
• 3.4 MARKET SIZE ESTIMATION
• 3.5 TOP-DOWN AND BOTTOM-UP APPROACH
• 3.6 FORECAST MODEL
• 3.7 LIST OF ASSUMPTIONS & LIMITATIONS

4 MARKET DYNAMICS

• 4.1 INTRODUCTION
• 4.2 DRIVERS
  • 4.2.1 GROWING DEMAND FOR EDGE COMPUTING IN MOBILE DEVICES
  • 4.2.2 GROWING IMPACT OF AI IN MACHINE VISION
  • 4.2.3 INCREASING DEMAND FOR COMPUTER VISION IN NON-TRADITIONAL AND EMERGING APPLICATIONS
• 4.3 RESTRAINTS
  • 4.3.1 HIGH COST OF IMPLEMENTATION
  • 4.3.2 LACK OF AWARENESS & TECHNICAL EXPERTISE
• 4.4 OPPORTUNITIES
  • 4.4.1 INCREASED COMPUTING CAPACITY OF AI BASED GPU
  • 4.4.2 GOVERNMENT INITIATIVES TO BOOST DEVELOPMENT OF AI-RELATED TECHNOLOGIES
• 4.5 CHALLENGES
  • 4.5.1 RISING SECURITY CONCERNS RELATED TO CLOUD-BASED IMAGE PROCESSING AND ANALYTICS
  • 4.5.2 PREMIUM PRICING OF AI HARDWARE
  • 4.5.3 LACK OF USER AWARENESS PERTAINING TO RAPIDLY CHANGING MACHINE VISION TECHNOLOGY
• 4.6 IMPACT OF COVID-19 ON THE MARKET
  • 4.6.1 IMPACT OF AI TECHNOLOGY
  • 4.6.2 IMPACT ON INDUSTRY VERTICALS

5 MARKET FACTOR ANALYSIS

• 5.1 SUPPLY CHAIN ANALYSIS
• 5.2 PORTER'S FIVE FORCES ANALYSIS
  • 5.2.1 THREAT OF NEW ENTRANTS
  • 5.2.2 BARGAINING POWER OF SUPPLIERS
  • 5.2.3 THREAT OF SUBSTITUTES
  • 5.2.4 BARGAINING POWER OF BUYERS
  • 5.2.5 INTENSITY OF RIVALRY
• 5.3 MARKET TRENDS
  • 5.3.1 COMPUTER VISION ON THE EDGE
  • 5.3.2 COMPUTER VISION AS A SERVICE
  • 5.3.3 DATA-CENTRIC COMPUTER VISION

6 GLOBAL AI IN COMPUTER VISION MARKET, BY COMPONENT

• 6.1 INTRODUCTION
• 6.2 HARDWARE
• 6.3 SOFTWARE

7 GLOBAL AI IN COMPUTER VISION MARKET, BY MACHINE LEARNING PROCESS

• 7.1 INTRODUCTION
• 7.2 SUPERVISED LEARNING
• 7.3 UNSUPERVISED LEARNING
• 7.4 REINFORCEMENT LEARNING

8 GLOBAL AI IN COMPUTER VISION MARKET, BY END USER

• 8.1 INTRODUCTION
• 8.2 CONSUMER ELECTRONICS
• 8.3 AUTOMOTIVE
• 8.4 ROBOTICS
• 8.5 HEALTHCARE
• 8.6 SECURITY & SURVEILLANCE
• 8.7 AGRICULTURE
• 8.8 OTHERS

9 GLOBAL AI IN COMPUTER VISION MARKET, BY REGION

• 9.1 INTRODUCTION
• 9.2 NORTH AMERICA
  • 9.2.1 US
  • 9.2.2 CANADA
  • 9.2.3 MEXICO
• 9.3 EUROPE
  • 9.3.1 GERMANY
  • 9.3.2 FRANCE
  • 9.3.3 UK
  • 9.3.4 ROE
• 9.4 ASIA PACIFIC
  • 9.4.1 CHINA
  • 9.4.2 INDIA
  • 9.4.3 JAPAN
  • 9.4.4 ROAPAC
• 9.5 MIDDLE EAST & AFRICA
• 9.6 SOUTH AMERICA

10 COMPETITIVE LANDSCAPE

• 10.1 OVERVIEW
• 10.2 COMPETITIVE BENCHMARKING
• 10.3 MAJOR GROWTH STRATEGY IN THE GLOBAL AI IN COMPUTER VISION MARKET
• 10.4 THE LEADING PLAYER IN TERMS OF THE NUMBER OF DEVELOPMENTS IN THE GLOBAL AI IN COMPUTER VISION MARKET
• 10.5 KEY DEVELOPMENT ANALYSIS
• 10.6 KEY DEVELOPMENTS & GROWTH STRATEGIES
  • 10.6.1 PRODUCT LAUNCHES/PRODUCT APPROVALS
  • 10.6.2 MERGERS & ACQUISITIONS
  • 10.6.3 PARTNERSHIPS & AGREEMENTS
  • 10.6.4 EXPANSIONS/INVESTMENTS
• 10.7 FINANCIAL MATRIX
  • 10.7.1 SALES (USD MILLION), 2020

11 COMPANY PROFILES

• 11.1 ULTRALEAP
  • 11.1.1 COMPANY OVERVIEW
  • 11.1.2 FINANCIAL OVERVIEW
  • 11.1.3 SOLUTIONS OFFERED
  • 11.1.4 KEY DEVELOPMENTS
  • 11.1.5 SWOT ANALYSIS
  • 11.1.6 KEY STRATEGIES
• 11.2 IRIDA LABS S.A.
  • 11.2.1 COMPANY OVERVIEW
  • 11.2.2 FINANCIAL OVERVIEW
  • 11.2.3 SOLUTIONS OFFERED
  • 11.2.4 KEY DEVELOPMENTS
  • 11.2.5 SWOT ANALYSIS
  • 11.2.6 KEY STRATEGIES
• 11.3 CLARIFAI, INC.
  • 11.3.1 COMPANY OVERVIEW
  • 11.3.2 FINANCIAL OVERVIEW
  • 11.3.3 SOLUTIONS OFFERED
  • 11.3.4 KEY DEVELOPMENTS
  • 11.3.5 SWOT ANALYSIS
  • 11.3.6 KEY STRATEGIES
• 11.4 GENERAL ELECTRIC
  • 11.4.1 COMPANY OVERVIEW
  • 11.4.2 FINANCIAL OVERVIEW
  • 11.4.3 PRODUCTS/SERVICES OFFERED
  • 11.4.4 KEY DEVELOPMENTS
  • 11.4.5 SWOT ANALYSIS
  • 11.4.6 KEY STRATEGIES
• 11.5 TELEDYNE TECHNOLOGIES INC.
  • 11.5.1 COMPANY OVERVIEW
  • 11.5.2 FINANCIAL OVERVIEW
  • 11.5.3 PRODUCTS/SERVICES OFFERED
  • 11.5.4 KEY DEVELOPMENTS
  • 11.5.5 SWOT ANALYSIS
  • 11.5.6 KEY STRATEGIES
• 11.6 XILINX, INC.
  • 11.6.1 COMPANY OVERVIEW
  • 11.6.2 FINANCIAL OVERVIEW
  • 11.6.3 PRODUCTS/SERVICES OFFERED
  • 11.6.4 KEY DEVELOPMENTS
  • 11.6.5 SWOT ANALYSIS
  • 11.6.6 KEY STRATEGIES
• 11.7 OMRON CORPORATION (OMRON)
  • 11.7.1 COMPANY OVERVIEW
  • 11.7.2 FINANCIAL OVERVIEW
  • 11.7.3 PRODUCTS/SERVICES OFFERED
  • 11.7.4 KEY DEVELOPMENTS
  • 11.7.5 SWOT ANALYSIS
  • 11.7.6 KEY STRATEGIES
• 11.8 NVIDIA CORPORATION
  • 11.8.1 COMPANY OVERVIEW
  • 11.8.2 FINANCIAL OVERVIEW
  • 11.8.3 PRODUCTS OFFERED
  • 11.8.4 KEY DEVELOPMENTS
  • 11.8.5 SWOT ANALYSIS
  • 11.8.6 KEY STRATEGIES
• 11.9 QUALCOMM TECHNOLOGIES INC
  • 11.9.1 COMPANY OVERVIEW
  • 11.9.2 FINANCIAL OVERVIEW
  • 11.9.3 PRODUCTS OFFERED
  • 11.9.4 KEY DEVELOPMENTS
  • 11.9.5 SWOT ANALYSIS
  • 11.9.6 KEY STRATEGIES
• 11.1 INTEL CORPORATION
  • 11.10.1 COMPANY OVERVIEW
  • 11.10.2 FINANCIAL OVERVIEW
  • 11.10.3 PRODUCTS OFFERED
  • 11.10.4 KEY DEVELOPMENTS
  • 11.10.5 SWOT ANALYSIS
  • 11.10.6 KEY STRATEGIES
• 11.11 GOOGLE, LLC
  • 11.11.1 COMPANY OVERVIEW
  • 11.11.2 FINANCIAL OVERVIEW
  • 11.11.3 PRODUCTS OFFERED
  • 11.11.4 KEY DEVELOPMENTS
  • 11.11.5 SWOT ANALYSIS
  • 11.11.6 KEY STRATEGIES
• 11.12 MICROSOFT CORPORATION
  • 11.12.1 COMPANY OVERVIEW
  • 11.12.2 FINANCIAL OVERVIEW
  • 11.12.3 SOLUTIONS OFFERED
  • 11.12.4 KEY DEVELOPMENTS
  • 11.12.5 SWOT ANALYSIS
  • 11.12.6 KEY STRATEGIES
• 11.13 APPLE INC.
  • 11.13.1 COMPANY OVERVIEW
  • 11.13.2 FINANCIAL ANALYSIS
  • 11.13.3 PRODUCTS OFFERED
  • 11.13.4 KEY DEVELOPMENTS
  • 11.13.5 SWOT ANALYSIS
  • 11.13.6 KEY STRATEGIES
• 11.14 META PLATFORMS INC.
  • 11.14.1 COMPANY OVERVIEW
  • 11.14.2 FINANCIAL ANALYSIS
  • 11.14.3 PRODUCTS OFFERED
  • 11.14.4 KEY DEVELOPMENTS
  • 11.14.5 SWOT ANALYSIS
  • 11.14.6 KEY STRATEGIES
• 11.15 PRISMA AI
  • 11.15.1 COMPANY OVERVIEW
  • 11.15.2 FINANCIAL ANALYSIS
  • 11.15.3 PRODUCTS OFFERED
  • 11.15.4 KEY DEVELOPMENTS
  • 11.15.5 SWOT ANALYSIS
  • 11.15.6 KEY STRATEGIES

12 APPENDIX

• 12.1 REFERENCES
• 12.2 RELATED REPORTS