세계의 데이터 어노테이션 툴 시장 : 점유율, 규모, 동향, 산업 분석 보고서 : 유형별, 어노테이션 유형별, 업계별, 지역별, 부문 예측(2024-2032년)
Data Annotation Tools Market Share, Size, Trends, Industry Analysis Report, By Type, By Annotation Type, By Vertical, By Region; Segment Forecast, 2024 - 2032
상품코드:1505080
리서치사:Polaris Market Research
발행일:2024년 05월
페이지 정보:영문 111 Pages
라이선스 & 가격 (부가세 별도)
한글목차
Polaris Market Research의 최신 조사에 따르면 세계 데이터 어노테이션 툴 시장 규모는 2032년까지 89억 5,185만 달러에 이를 것으로 예상됩니다. 이 설문조사 보고서는 현재 시장 역학을 자세히 파악하고 향후 시장 성장에 대한 분석을 제공합니다.
의료, 자동차 및 소매 분야에서 이미지 데이터 도구의 침투가 증가함에 따라 업계는 현저한 속도로 성장하고 있습니다. 또한 자율주행차의 성장을 위한 연구개발 활동에 대한 투자 증가와 최신 AI 기술의 급속한 진보가 시장 발전을 촉진하고 있습니다. 또한, 고정밀도와 고정밀도를 실현하기 위한 고품질의 입력 데이터의 채용이 증가하고 있는 것도, 이러한 툴의 세계 산업 성장에 기여하고 있습니다.
자동차 산업에서 AI의 수용 확대는 전 세계에서 이러한 데이터 도구의 채택을 뒷받침하고 있습니다. AI 기술은 특히 안전성, 신뢰성 및 예측 가능성, 효율성 및 오염과 같은 환경 문제와 관련하여 운송의 과제를 해결할 수 있는 큰 잠재력을 가지고 있습니다. AI는 자동차 및 운송부문을 보다 효율적이고 안전한 것으로 계속 변혁, 특히 자율주행차의 개발이 진행될 것으로 보입니다.
또한 자동차에 AI를 도입하면 자동차를 더욱 효과적으로 유도하고 사고, 충돌, 사망 사고를 피하고 법 집행을 지원하는 솔루션을 위한 교통 관리 혁신을 제공할 수 있습니다. 게다가 AI 기술을 채택하는 주된 이유는 무인 운전차가 인간에게는 실현 불가능한 몇 가지 기능을 수행할 수 있기 때문입니다. 자동차 AI의 최근 진보로 자율주행 차량의 능력을 극적으로 향상시키는 몇 가지 알고리즘이 탄생했습니다. 이처럼 자동차 및 운송 분야에서 AI의 채용을 뒷받침하는 몇 가지 요인이 나아가 업계의 성장을 뒷받침하고 있습니다.
Amazon Mechanical Turk, Annotate.com, Appen Limited, Clickworker, CloudFactory Limited, Cogito Tech LLC, Dbrain, Explosion AI GMbH, Figure Eight Inc., Google LLC, Lighttag, Lionbridge Technologies, Inc., Lotus Quality Assurance, Playment Inc., Scale AI, INC., SuperAnnotate LLC, Tagtog, Trilldata Technologies Pvt Ltd. 등 시장 진출기업은 시장에서 사업을 전개하는 주요 기업의 일부입니다.
목차
제1장 서론
제2장 주요 요약
제3장 조사 방법
제4장 데이터 어노테이션 툴 시장 인사이트
데이터 어노테이션 툴 - 업계 스냅샷
데이터 어노테이션 툴 시장 역학
성장 촉진요인과 기회
텍스트나 화상을 보다 인터랙티브하고 매력적으로 할 필요성이 높아지고 있다
AI와 머신러닝의 급속한 보급
억제요인과 과제
숙련된 노동력의 부족과 복잡한 이미지의 수작업에 의한 주석 작성에 드는 비용
PESTLE 분석
데이터 어노테이션 툴 시장 업계 동향
COVID-19의 영향 분석
제5장 세계 데이터 어노테이션 툴 시장 : 유형별
주요 조사 결과
소개
문장
이미지/동영상
오디오
제6장 세계 데이터 어노테이션 툴 시장 : 어노테이션 유형별
주요 조사 결과
소개
매뉴얼
반 감시
자동
제7장 세계 데이터 어노테이션 툴 시장 : 업계별
주요 조사 결과
소개
세계 데이터 어노테이션 툴 시장 : 업계별(2016년-2028년)
IT
세계 데이터 어노테이션 툴 시장 : IT별, 지역별(2016년-2028년)
자동차
세계 데이터 어노테이션 툴 시장 : 자동차별, 지역별(2016년-2028년)
정부
세계 데이터 어노테이션 툴 시장 : 정부별, 지역별(2016년-2028년)
헬스케어
세계 데이터 어노테이션 툴 시장 : 헬스케어별, 지역별(2016년-2028년)
금융 서비스
세계 데이터 어노테이션 툴 시장 : 금융 서비스별, 지역별(2016년-2028년)
소매
세계 데이터 어노테이션 툴 시장 : 소매별, 지역별(2016년-2028년)
기타
세계 데이터 어노테이션 툴 시장 : 기타별, 지역별(2016년-2028년)
제8장 데이터 어노테이션 툴 시장 : 지역
주요 조사 결과
소개
북미
유럽
아시아태평양
중동 및 아프리카
라틴아메리카
제9장 경쟁 구도
확대와 인수 분석
확대
인수
제휴/협업/합의/공개
제10장 기업 프로파일
Amazon Mechanical Turk
Annotate.com
Appen Limited
Clickworker
CloudFactory Limited
Explosion AI GMbH
Figure Eight Inc.
Google LLC
Lighttag
Lionbridge Technologies, Inc.
Lotus Quality Assurance
Playment Inc
Scale AI
SuperAnnotate LLC
Tagtog
Trilldata Technologies Pvt Ltd
BJH
영문 목차
영문목차
The global data annotation tools market size is expected to reach USD 8951.85 million by 2032 according to a new study by Polaris Market Research. The report "Data Annotation Tools Market Share, Size, Trends, Industry Analysis Report, By Type (Text, Image/Video, Audio), By Annotation Type (Manual, Semi-supervised, Automatic), By Vertical (IT, Automotive, Government, Healthcare, Financial Services, Retail, Others), By Region; Segment Forecast, 2024-2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.
The industry is growing at a significant pace due to the rising penetration of the image data tools in the healthcare, automotive, and retail sectors. In addition, growing investments in the research & development activities for the growth of self-driving vehicles and the rapid advancement in the latest AI technologies drive market development. Increasing adoption of high-quality input data for high precision and accuracy also contributes to global industry growth of these tools.
The growing acceptance of AI in the automotive industry impels the adoption of these data tools across the globe. AI technologies have enormous potential to address challenges in transportation, specifically with regard to safety, reliability & predictability, efficiency, and environmental issues like pollution. AI will continue to transform the automotive & transportation sector to make it more efficient and safer, particularly developing autonomous vehicles.
The deployment of AI in automobiles can also offer innovations in traffic management for solutions to more effectively route cars, avoid accidents, crashes, and fatalities, and assist law enforcement. Moreover, the major reason for adopting AI technology is that the driverless car can perform several functions that are not achievable by humans. Recent advances in AI for automotive have resulted in some algorithms which have dramatically enhanced the ability of self-driven cars. Thus, these are the few factors that boost the adoption of AI in automotive & transportation, which, in turn, boost the industry growth.
Market participants such as Amazon Mechanical Turk, Annotate.com, Appen Limited, Clickworker, CloudFactory Limited, Cogito Tech LLC, Dbrain, Explosion AI GMbH, Figure Eight Inc., Google LLC, Lighttag, Lionbridge Technologies, Inc., Lotus Quality Assurance, Playment Inc, Scale AI, INC., SuperAnnotate LLC, Tagtog, Trilldata Technologies Pvt Ltd. are some of the key players operating in the global market.
Polaris Market Research has segmented the data annotation tools market report on the basis of type, annotation type, vertical and region:
Data Annotation Tools, Type Outlook (Revenue - USD Million, 2016 - 2028)
Text
Image/Video
Audio
Data Annotation Tools, Annotation Type Outlook (Revenue - USD Million, 2016 - 2028)
Manual
Semi-supervised
Automatic
Data Annotation Tools, Vertical Outlook (Revenue - USD Million, 2016 - 2028)
IT
Automotive
Government
Healthcare
Financial Services
Retail
Others
Data Annotation Tools, Regional Outlook (Revenue - USD Million, 2016 - 2028)
North America
U.S.
Canada
Europe
France
Germany
UK
Italy
Netherlands
Spain
Austria
Asia Pacific
China
India
Japan
Malaysia
Indonesia
South Korea
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
UAE
Saudi Arabia
Israel
South Africa
Table of Contents
1. Introduction
1.1. Report Description
1.1.1. Objectives of the Study
1.1.2. Market Scope
1.1.3. Assumptions
1.2. Stakeholders
2. Executive Summary
2.1. Market Highlights
3. Research Methodology
3.1. Overview
3.1.1. Data Mining
3.2. Data Sources
3.2.1. Primary Sources
3.2.2. Secondary Sources
4. Data Annotation Tools Market Insights
4.1. Data Annotation Tools - Industry Snapshot
4.2. Data Annotation Tools Market Dynamics
4.2.1. Drivers and Opportunities
4.2.1.1. Growing need to make text/ image more interactive and engaging
4.2.1.2. Rapid penetration of AI and machine learning
4.2.2. Restraints and Challenges
4.2.2.1. Lack of skilled labor and high costs associated with manual annotation of complex images
4.3. Porter's Five Forces Analysis
4.3.1. Bargaining Power of Suppliers (Moderate)
4.3.2. Threats of New Entrants: (Low)
4.3.3. Bargaining Power of Buyers (Moderate)
4.3.4. Threat of Substitute (Moderate)
4.3.5. Rivalry among existing firms (High)
4.4. PESTLE Analysis
4.5. Data Annotation Tools Market Industry trends
4.6. COVID-19 Impact Analysis
5. Global Data Annotation Tools Market, by Type
5.1. Key Findings
5.2. Introduction
5.2.1. Global Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
5.3. Text
5.3.1. Global Data Annotation Tools Market, by Text, by Region, 2016 - 2028 (USD Million)
5.4. Image/Video
5.4.1. Global Data Annotation Tools Market, by Image/Video, by Region, 2016 - 2028 (USD Million)
5.5. Audio
5.5.1. Global Data Annotation Tools Market, by Audio, by Region, 2016 - 2028 (USD Million)
6. Global Data Annotation Tools Market, by Annotation
6.1. Key Findings
6.2. Introduction
6.2.1. Global Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
6.3. Manual
6.3.1. Global Data Annotation Tools Market, by Manual, by Region, 2016 - 2028 (USD Million)
6.4. Semi-supervised
6.4.1. Global Data Annotation Tools Market, by Semi-supervised, by Region, 2016 - 2028 (USD Million)
6.5. Automatic
6.5.1. Global Data Annotation Tools Market, by Automatic, by Region, 2016 - 2028 (USD Million)
7. Global Data Annotation Tools Market , by Vertical
7.1. Key Findings
7.2. Introduction
7.2.1. Global Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
7.3. IT
7.3.1. Global Data Annotation Tools Market, by IT, by Region, 2016 - 2028 (USD Million)
7.4. Automotive
7.4.1. Global Data Annotation Tools Market, by Automotive, by Region, 2016 - 2028 (USD Million)
7.5. Government
7.5.1. Global Data Annotation Tools Market, by Government, by Region, 2016 - 2028 (USD Million)
7.6. Healthcare
7.6.1. Global Data Annotation Tools Market, by Healthcare, by Region, 2016 - 2028 (USD Million)
7.7. Financial Services
7.7.1. Global Data Annotation Tools Market, by Financial Services, by Region, 2016 - 2028 (USD Million)
7.8. Retail
7.8.1. Global Data Annotation Tools Market, by Retail, by Region, 2016 - 2028 (USD Million)
7.9. Others
7.9.1. Global Data Annotation Tools Market, by Others, by Region, 2016 - 2028 (USD Million)
8. Data Annotation Tools Market, by Geography
8.1. Key findings
8.2. Introduction
8.2.1. Data Annotation Tools Market Assessment, By Geography, 2016 - 2028 (USD Million)
8.3. Data Annotation Tools Market - North America
8.3.1. North America: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.3.2. North America: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.3.3. North America: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.3.4. Data Annotation Tools Market - U.S.
8.3.4.1. U.S.: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.3.4.2. U.S.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.3.4.3. U.S.: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.3.5. Data Annotation Tools Market - Canada
8.3.5.1. Canada: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.3.5.2. Canada.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.3.5.3. Canada: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4. Data Annotation Tools Market - Europe
8.4.1. Europe: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.2. Europe.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.3. Europe: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.4. Data Annotation Tools Market - UK
8.4.4.1. UK: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.4.2. UK.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.4.3. UK: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.5. Data Annotation Tools Market - France
8.4.5.1. France: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.5.2. France.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.5.3. France: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.6. Data Annotation Tools Market - Germany
8.4.6.1. Germany: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.6.2. Germany.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.6.3. Germany: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.7. Data Annotation Tools Market - Italy
8.4.7.1. Italy: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.7.2. Italy.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.7.3. Italy: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.8. Data Annotation Tools Market - Spain
8.4.8.1. Spain: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.8.2. Spain.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.8.3. Spain: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.9. Data Annotation Tools Market - Netherlands
8.4.9.1. Netherlands: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.9.2. Netherlands.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.9.3. Netherlands: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.4.10. Data Annotation Tools Market - Austria
8.4.10.1. Austria: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.4.10.2. Austria.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.4.10.3. Austria: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5. Data Annotation Tools Market - Asia Pacific
8.5.1. Asia Pacific: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.2. Asia Pacific.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.3. Asia Pacific: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5.4. Data Annotation Tools Market - China
8.5.4.1. China: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.4.2. China.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.4.3. China: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5.5. Data Annotation Tools Market - India
8.5.5.1. India: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.5.2. India.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.5.3. India: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5.6. Data Annotation Tools Market - Malaysia
8.5.6.1. Malaysia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.6.2. Malaysia.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.6.3. Malaysia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5.7. Data Annotation Tools Market - Japan
8.5.7.1. Japan: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.7.2. Japan.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.7.3. Japan: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5.8. Data Annotation Tools Market - Indonesia
8.5.8.1. Indonesia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.8.2. Indonesia.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.8.3. Indonesia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.5.9. Data Annotation Tools Market - South Korea
8.5.9.1. South Korea: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.5.9.2. South Korea.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.5.9.3. South Korea: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.6. Data Annotation Tools Market - Middle East & Africa
8.6.1. Middle East & Africa: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.6.2. Middle East & Africa.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.6.3. Middle East & Africa: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.6.4. Data Annotation Tools Market - Saudi Arabia
8.6.4.1. Saudi Arabia: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.6.4.2. Saudi Arabia.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.6.4.3. Saudi Arabia: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.6.5. Data Annotation Tools Market - UAE
8.6.5.1. UAE: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.6.5.2. UAE.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.6.5.3. UAE: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.6.6. Data Annotation Tools Market - Israel
8.6.6.1. Israel: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.6.6.2. Israel.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.6.6.3. Israel: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.6.7. Data Annotation Tools Market - South Africa
8.6.7.1. South Africa: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.6.7.2. South Africa.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.6.7.3. South Africa: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.7. Data Annotation Tools Market - Latin America
8.7.1. Latin America: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.7.2. Latin America.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.7.3. Latin America: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.7.4. Data Annotation Tools Market - Mexico
8.7.4.1. Mexico: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.7.4.2. Mexico.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.7.4.3. Mexico: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.7.5. Data Annotation Tools Market - Brazil
8.7.5.1. Brazil: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.7.5.2. Brazil.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.7.5.3. Brazil: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)
8.7.6. Data Annotation Tools Market - Argentina
8.7.6.1. Argentina: Data Annotation Tools Market, by Annotation, 2016 - 2028 (USD Million)
8.7.6.2. Argentina.: Data Annotation Tools Market, by Type, 2016 - 2028 (USD Million)
8.7.6.3. Argentina: Data Annotation Tools Market, by Vertical, 2016 - 2028 (USD Million)