한글목차

딥러닝 시장은 2023-2028년간 9억 5,290만 달러 확대되고, 예측 기간 중 연평균 복합 성장률(CAGR)은 26.06%를 나타낼 것으로 예측됩니다.

딥러닝 시장에 대한 전체적인 분석, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 대상으로 한 벤더 분석 등의 정보를 게재했습니다.

현재의 시장 시나리오, 최신 동향과 촉진요인, 시장 환경 전체에 관한 최신 분석을 제공합니다. 신규 기업 참여 증가, 딥러닝 응용 확대, 신제품 발매 등이 시장 성장을 촉진하고 있습니다.

본 조사에서는 향후 몇 년간 딥러닝 시장 성장을 가속하는 주요인 중 하나로서 벤더간 협업이 증가하고 있는 것을 들고 있습니다. 또한 딥러닝에 대한 투자가 증가하고, 클라우드 기반 딥러닝이 중시되게 된 점 또한 이 시장의 큰 수요로 연결될 것입니다.

목차

제1장 주요 요약

• 시장 개요

제2장 시장 구도

• 시장 생태계
• 시장 특징
• 밸류체인 분석

제3장 시장 규모 평가

• 시장의 정의
• 시장 부문 분석
• 시장 규모 2023년
• 시장 전망 2023년-2028년

제4장 시장 규모 실적

• 세계의 딥러닝 시장(2018년-2022년)
• 용도별 부문 분석(2018년-2022년)
• 유형별 부문 분석(2018년-2022년)
• 지역별 부문 분석(2018년-2022년)
• 국가별 부문 분석(2018년-2022년)

제5장 Five Forces 분석

• Five Forces 요약
• 바이어의 교섭력
• 공급 기업의 교섭력
• 신규 진출업체의 위협
• 대체품의 위협
• 경쟁 위협
• 시장 현황

제6장 시장 세분화 : 용도별

• 시장 세분화
• 비교 : 용도별
• 영상 인식 : 시장 규모와 예측(2023년-2028년)
• 음성 인식 : 시장 규모와 예측(2023년-2028년)
• 비디오 감시 및 진단 : 시장 규모와 예측(2023년-2028년)
• 데이터 마이닝 : 시장 규모와 예측(2023년-2028년)
• 시장 기회 : 용도별

제7장 시장 세분화 : 유형별

• 시장 세분화
• 비교 : 유형별
• 소프트웨어 : 시장 규모와 예측(2023년-2028년)
• 서비스 : 시장 규모와 예측(2023년-2028년)
• 하드웨어 : 시장 규모와 예측(2023년-2028년)
• 시장 기회 : 유형별

제8장 고객 상황

• 고객 상황 개요

제9장 지역별 상황

• 지역별 세분화
• 지역별 비교
• 북미 : 시장 규모와 예측(2023년-2028년)
• 유럽 : 시장 규모와 예측(2023년-2028년)
• 아시아태평양 : 시장 규모와 예측(2023년-2028년)
• 남미 : 시장 규모와 예측(2023년-2028년)
• 중동 및 아프리카 : 시장 규모와 예측(2023년-2028년)
• 미국 : 시장 규모와 예측(2023년-2028년)
• 중국 : 시장 규모와 예측(2023년-2028년)
• 영국 : 시장 규모와 예측(2023년-2028년)
• 캐나다 : 시장 규모와 예측(2023년-2028년)
• 독일 : 시장 규모와 예측(2023년-2028년)
• 시장 기회 : 지역 상황별

제10장 성장 촉진요인, 과제, 기회, 성장 억제요인

• 시장 성장 촉진요인
• 시장이 해결해야 할 과제
• 성장 촉진요인과 과제의 영향
• 시장 기회 및 성장 억제요인

제11장 경쟁 구도

• 개요
• 경쟁 구도
• 혼란 상황
• 업계 리스크

제12장 경쟁 분석

• 기업 개요
• 기업의 시장 포지셔닝
• Amazon.com Inc.
• Atomwise Inc.
• Comma.ai Inc.
• Deep Instinct
• DeepMind Technologies Ltd.
• Graphcore Ltd.
• H2O.ai Inc.
• Hewlett Packard Enterprise Co.
• Intel Corp.
• International Business Machines Corp.
• Micron Technology Inc.
• Microsoft Corp.
• NVIDIA Corp.
• Qualcomm Inc.
• Sensory Inc.

제13장 부록

영문목차

The deep learning market is forecasted to grow by USD 10852.9 million during 2023-2028, accelerating at a CAGR of 26.06% during the forecast period. The report on the deep learning market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing entry of startups, growing application of deep learning, and new product launches.

Technavio's deep learning market is segmented as below:

By Application

• Image recognition
• Voice recognition
• Video surveillance and diagnostics
• Data mining

By Type

• Software
• Services
• Hardware

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the increasing collaboration among vendors as one of the prime reasons driving the deep learning market growth during the next few years. Also, increasing investments in deep learning and growing emphasis on cloud-based deep learning will lead to sizable demand in the market.

The report on the deep learning market covers the following areas:

• Deep learning market sizing
• Deep learning market forecast
• Deep learning market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading deep learning market vendors that include Advanced Micro Devices Inc., Amazon.com Inc., Atomwise Inc., Comma.ai Inc., Deep Instinct, DeepMind Technologies Ltd., Graphcore Ltd., H2O.ai Inc., Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Micron Technology Inc., Microsoft Corp., Mphasis Ltd., NVIDIA Corp., Qualcomm Inc., Samsung Electronics Co. Ltd., Sensory Inc., Teledyne FLIR LLC, and Viz.ai Inc.. Also, the deep learning market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Deep Learning Market 2018 - 2022
  • Historic Market Size - Data Table on Global Deep Learning Market 2018 - 2022 ($ million)
• 4.2 Application segment analysis 2018 - 2022
  • Historic Market Size - Application Segment 2018 - 2022 ($ million)
• 4.3 Type segment analysis 2018 - 2022
  • Historic Market Size - Type Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
  • Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by Application

• 6.1 Market segments
  • Chart on Application - Market share 2023-2028 (%)
  • Data Table on Application - Market share 2023-2028 (%)
• 6.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 6.3 Image recognition - Market size and forecast 2023-2028
  • Chart on Image recognition - Market size and forecast 2023-2028 ($ million)
  • Data Table on Image recognition - Market size and forecast 2023-2028 ($ million)
  • Chart on Image recognition - Year-over-year growth 2023-2028 (%)
  • Data Table on Image recognition - Year-over-year growth 2023-2028 (%)
• 6.4 Voice recognition - Market size and forecast 2023-2028
  • Chart on Voice recognition - Market size and forecast 2023-2028 ($ million)
  • Data Table on Voice recognition - Market size and forecast 2023-2028 ($ million)
  • Chart on Voice recognition - Year-over-year growth 2023-2028 (%)
  • Data Table on Voice recognition - Year-over-year growth 2023-2028 (%)
• 6.5 Video surveillance and diagnostics - Market size and forecast 2023-2028
  • Chart on Video surveillance and diagnostics - Market size and forecast 2023-2028 ($ million)
  • Data Table on Video surveillance and diagnostics - Market size and forecast 2023-2028 ($ million)
  • Chart on Video surveillance and diagnostics - Year-over-year growth 2023-2028 (%)
  • Data Table on Video surveillance and diagnostics - Year-over-year growth 2023-2028 (%)
• 6.6 Data mining - Market size and forecast 2023-2028
  • Chart on Data mining - Market size and forecast 2023-2028 ($ million)
  • Data Table on Data mining - Market size and forecast 2023-2028 ($ million)
  • Chart on Data mining - Year-over-year growth 2023-2028 (%)
  • Data Table on Data mining - Year-over-year growth 2023-2028 (%)
• 6.7 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ million)

7 Market Segmentation by Type

• 7.1 Market segments
  • Chart on Type - Market share 2023-2028 (%)
  • Data Table on Type - Market share 2023-2028 (%)
• 7.2 Comparison by Type
  • Chart on Comparison by Type
  • Data Table on Comparison by Type
• 7.3 Software - Market size and forecast 2023-2028
  • Chart on Software - Market size and forecast 2023-2028 ($ million)
  • Data Table on Software - Market size and forecast 2023-2028 ($ million)
  • Chart on Software - Year-over-year growth 2023-2028 (%)
  • Data Table on Software - Year-over-year growth 2023-2028 (%)
• 7.4 Services - Market size and forecast 2023-2028
  • Chart on Services - Market size and forecast 2023-2028 ($ million)
  • Data Table on Services - Market size and forecast 2023-2028 ($ million)
  • Chart on Services - Year-over-year growth 2023-2028 (%)
  • Data Table on Services - Year-over-year growth 2023-2028 (%)
• 7.5 Hardware - Market size and forecast 2023-2028
  • Chart on Hardware - Market size and forecast 2023-2028 ($ million)
  • Data Table on Hardware - Market size and forecast 2023-2028 ($ million)
  • Chart on Hardware - Year-over-year growth 2023-2028 (%)
  • Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• 7.6 Market opportunity by Type
  • Market opportunity by Type ($ million)
  • Data Table on Market opportunity by Type ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.11 Canada - Market size and forecast 2023-2028
  • Chart on Canada - Market size and forecast 2023-2028 ($ million)
  • Data Table on Canada - Market size and forecast 2023-2028 ($ million)
  • Chart on Canada - Year-over-year growth 2023-2028 (%)
  • Data Table on Canada - Year-over-year growth 2023-2028 (%)
• 9.12 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
• 12.3 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
• 12.4 Atomwise Inc.
  • Atomwise Inc. - Overview
  • Atomwise Inc. - Product / Service
  • Atomwise Inc. - Key offerings
• 12.5 Comma.ai Inc.
  • Comma.ai Inc. - Overview
  • Comma.ai Inc. - Product / Service
  • Comma.ai Inc. - Key offerings
• 12.6 Deep Instinct
  • Deep Instinct - Overview
  • Deep Instinct - Product / Service
  • Deep Instinct - Key offerings
• 12.7 DeepMind Technologies Ltd.
  • DeepMind Technologies Ltd. - Overview
  • DeepMind Technologies Ltd. - Product / Service
  • DeepMind Technologies Ltd. - Key offerings
• 12.8 Graphcore Ltd.
  • Graphcore Ltd. - Overview
  • Graphcore Ltd. - Product / Service
  • Graphcore Ltd. - Key offerings
• 12.9 H2O.ai Inc.
  • H2O.ai Inc. - Overview
  • H2O.ai Inc. - Product / Service
  • H2O.ai Inc. - Key offerings
• 12.10 Hewlett Packard Enterprise Co.
  • Hewlett Packard Enterprise Co. - Overview
  • Hewlett Packard Enterprise Co. - Business segments
  • Hewlett Packard Enterprise Co. - Key news
  • Hewlett Packard Enterprise Co. - Key offerings
  • Hewlett Packard Enterprise Co. - Segment focus
• 12.11 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
• 12.12 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
• 12.13 Micron Technology Inc.
  • Micron Technology Inc. - Overview
  • Micron Technology Inc. - Business segments
  • Micron Technology Inc. - Key offerings
  • Micron Technology Inc. - Segment focus
• 12.14 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
• 12.15 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
• 12.16 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
• 12.17 Sensory Inc.
  • Sensory Inc. - Overview
  • Sensory Inc. - Product / Service
  • Sensory Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
  • 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations