시장보고서
상품코드
937297

세계의 데이터 수집과 라벨링 시장 : 데이터 유형별, 최종사용자 업계별, 지역별 업계 분석과 예측(2020-2026년)

Global Data Collection and Labeling Market By Data type (Text, Image/Video and Audio) By End User By Region, Industry Analysis and Forecast, 2020 - 2026

발행일: | 리서치사: KBV Research | 페이지 정보: 영문 163 Pages | 배송안내 : 즉시배송

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

세계의 데이터 수집과 라벨링(Data Collection and Labeling) 시장은 향후 28.4%의 CAGR로 계속 성장하며, 2026년에는 35억 달러에 달할 것으로 예상됩니다.

세계의 데이터 수집과 라벨링 시장을 조사했으며, 시장의 개요, 데이터 유형별, 최종사용자 업계별, 지역별 분석, 주요 기업의 개요 등의 정보를 정리하여 전해드립니다.

목차

제1장 시장 범위와 조사 방법

제2장 시장 개요

  • 서론
  • 시장에 영향을 미치는 주요 요인

제3장 데이터 유형별 시장 분석

  • 텍스트
  • 이미지/비디오
  • 음성

제4장 최종사용자 업계별 시장 분석

  • BFSI, IT
  • 소매, Ecommerce
  • 의료
  • 정부
  • 자동차
  • 기타

제5장 지역별 시장 분석

  • 북미
  • 유럽
  • 아시아태평양
  • 라틴아메리카·중동·아프리카

제6장 기업 개요

  • Avery Dennison Corporation
  • Appen Limited
  • Reality Analytics, Inc.(Reality AI)
  • Alegion, Inc.
  • Labelbox, Inc.
  • Scale AI, Inc.
  • Playment, Inc.
  • Dobility, Inc.
  • Summa Linguae Technologies S.A.(Globalme Localization, Inc.)
  • Global Technology Solutions
KSA 20.06.09

The Global Data Collection and Labeling Market size is expected to reach $3.5 billion by 2026, rising at a market growth of 28.4% CAGR during the forecast period. Social media monitoring is one of the most common applications for data collection, as the key factors in digital marketing are visual listening and visual analytics. The technology is also used extensively in security-related applications, such as data collection for facial recognition used by law enforcement agencies.

Many businesses are taking strategic steps by outsourcing data collection and labeling services to create strong machine-learning models. For example, Globalme Localization Inc., a U.S. - based data collection firm, provided Sonos Inc., a U.S .- based audio company with the dialect and accent audio processing. Through collecting accents and speech data across three continents, Sonos Inc. combined the digital home assistants with their wireless speakers. The integration helped to fine-tune the company's speech recognition systems to provide a better voice experience.

Data labeling is the manual solution for machine learning and AI applications data by humans. Labeling data is important because computers have endless shortcomings and some of them can't be overcome easily without human intervention. A machine can potentially be trained to do complex calculations and manage tasks that would be too burdensome for humans to handle manually, but the same cannot tell the difference between a dog's and a car's picture in a photo without proper training. In short, machines use a dataset-based algorithm to understand what normally involves someone to supervise. It is called supervised machine learning loosely because computers require human guidance to be qualified to perform tasks that are difficult for robots, but obviously easy for people like image recognition. Hence, there is the need for a data labeler.

Based on Data type, the market is segmented into Text, Image/Video and Audio. Based on End User, the market is segmented into BFSI & IT, Retail & Ecommerce, Healthcare, Government, Automotive and Others. The report also covers geographical segmentation of Data Collection and Labeling market. Based on Regions, the market is segmented into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Avery Dennison Corporation, Appen Limited, Reality Analytics, Inc. (Reality AI), Alegion, Inc., Labelbox, Inc., Scale AI, Inc., Playment, Inc., Dobility, Inc., Summa Linguae Technologies S.A. (Globalme Localization, Inc.), Global Technology Solutions.

Scope of the Study

Market Segmentation:

By Data Type

Text

Image/Video

Audio

By End User

BFSI & IT

Retail & Ecommerce

Healthcare

Government

Automotive

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

Companies Profiled:

Avery Dennison Corporation

Appen Limited

Reality Analytics, Inc. (Reality AI)

Alegion, Inc.

Labelbox, Inc.

Scale AI, Inc.

Playment, Inc.

Dobility, Inc.

Summa Linguae Technologies S.A. (Globalme Localization, Inc.)

Global Technology Solutions

Unique Offerings from KBV Research:

Exhaustive coverage

Highest number of market tables and figures

Subscription based model available

Guaranteed best price

Assured post sales research support with 10% customization free

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 Data Collection and Labeling Market, by Data Type
    • 1.4.2 Global Data Collection and Labeling Market, by End User
    • 1.4.3 Global Data Collection and Labeling Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
    • 2.1.2 Executive Summary
    • 2.1.3 Market Composition and Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Global Data Collection & Labeling Market by Data Type

  • 3.1 Global Data Collection & Labeling Text Market by Region
  • 3.2 Global Data Collection & Labeling Image/Video Market by Region
  • 3.3 Global Data Collection & Labeling Audio Market by Region

Chapter 4. Global Data Collection & Labeling Market by Industry Vertical

  • 4.1 Global BFSI & IT Data Collection & Labeling Market by Region
  • 4.2 Global Retail & Ecommerce Data Collection & Labeling Market by Region
  • 4.3 Global Healthcare Data Collection & Labeling Market by Region
  • 4.4 Global Government Data Collection & Labeling Market by Region
  • 4.5 Global Automotive Data Collection & Labeling Market by Region
  • 4.6 Global Others Data Collection & Labeling Market by Region

Chapter 5. Global Data Collection & Labeling Market by Region

  • 5.1 North America Data Collection & Labeling Market
    • 5.1.1 North America Data Collection & Labeling Market by Data Type
      • 5.1.1.1 North America Data Collection & Labeling Text Market by Country
      • 5.1.1.2 North America Data Collection & Labeling Image/Video Market by Country
      • 5.1.1.3 North America Data Collection & Labeling Audio Market by Country
    • 5.1.2 North America Data Collection & Labeling Market by Industry Vertical
      • 5.1.2.1 North America BFSI & IT Data Collection & Labeling Market by Country
      • 5.1.2.2 North America Retail & Ecommerce Data Collection & Labeling Market by Country
      • 5.1.2.3 North America Healthcare Data Collection & Labeling Market by Country
      • 5.1.2.4 North America Government Data Collection & Labeling Market by Country
      • 5.1.2.5 North America Automotive Data Collection & Labeling Market by Country
      • 5.1.2.6 North America Others Data Collection & Labeling Market by Country
    • 5.1.3 North America Data Collection & Labeling Market by Country
      • 5.1.3.1 US Data Collection & Labeling Market
        • 5.1.3.1.1 US Data Collection & Labeling Market by Data Type
        • 5.1.3.1.2 US Data Collection & Labeling Market by Industry Vertical
      • 5.1.3.2 Canada Data Collection & Labeling Market
        • 5.1.3.2.1 Canada Data Collection & Labeling Market by Data Type
        • 5.1.3.2.2 Canada Data Collection & Labeling Market by Industry Vertical
      • 5.1.3.3 Mexico Data Collection & Labeling Market
        • 5.1.3.3.1 Mexico Data Collection & Labeling Market by Data Type
        • 5.1.3.3.2 Mexico Data Collection & Labeling Market by Industry Vertical
      • 5.1.3.4 Rest of North America Data Collection & Labeling Market
        • 5.1.3.4.1 Rest of North America Data Collection & Labeling Market by Data Type
        • 5.1.3.4.2 Rest of North America Data Collection & Labeling Market by Industry Vertical
  • 5.2 Europe Data Collection & Labeling Market
    • 5.2.1 Europe Data Collection & Labeling Market by Data Type
      • 5.2.1.1 Europe Data Collection & Labeling Text Market by Country
      • 5.2.1.2 Europe Data Collection & Labeling Image/Video Market by Country
      • 5.2.1.3 Europe Data Collection & Labeling Audio Market by Country
    • 5.2.2 Europe Data Collection & Labeling Market by Industry Vertical
      • 5.2.2.1 Europe BFSI & IT Data Collection & Labeling Market by Country
      • 5.2.2.2 Europe Retail & Ecommerce Data Collection & Labeling Market by Country
      • 5.2.2.3 Europe Healthcare Data Collection & Labeling Market by Country
      • 5.2.2.4 Europe Government Data Collection & Labeling Market by Country
      • 5.2.2.5 Europe Automotive Data Collection & Labeling Market by Country
      • 5.2.2.6 Europe Others Data Collection & Labeling Market by Country
    • 5.2.3 Europe Data Collection & Labeling Market by Country
      • 5.2.3.1 Germany Data Collection & Labeling Market
        • 5.2.3.1.1 Germany Data Collection & Labeling Market by Data Type
        • 5.2.3.1.2 Germany Data Collection & Labeling Market by Industry Vertical
      • 5.2.3.2 UK Data Collection & Labeling Market
        • 5.2.3.2.1 UK Data Collection & Labeling Market by Data Type
        • 5.2.3.2.2 UK Data Collection & Labeling Market by Industry Vertical
      • 5.2.3.3 France Data Collection & Labeling Market
        • 5.2.3.3.1 France Data Collection & Labeling Market by Data Type
        • 5.2.3.3.2 France Data Collection & Labeling Market by Industry Vertical
      • 5.2.3.4 Russia Data Collection & Labeling Market
        • 5.2.3.4.1 Russia Data Collection & Labeling Market by Data Type
        • 5.2.3.4.2 Russia Data Collection & Labeling Market by Industry Vertical
      • 5.2.3.5 Spain Data Collection & Labeling Market
        • 5.2.3.5.1 Spain Data Collection & Labeling Market by Data Type
        • 5.2.3.5.2 Spain Data Collection & Labeling Market by Industry Vertical
      • 5.2.3.6 Italy Data Collection & Labeling Market
        • 5.2.3.6.1 Italy Data Collection & Labeling Market by Data Type
        • 5.2.3.6.2 Italy Data Collection & Labeling Market by Industry Vertical
      • 5.2.3.7 Rest of Europe Data Collection & Labeling Market
        • 5.2.3.7.1 Rest of Europe Data Collection & Labeling Market by Data Type
        • 5.2.3.7.2 Rest of Europe Data Collection & Labeling Market by Industry Vertical
  • 5.3 Asia Pacific Data Collection & Labeling Market
    • 5.3.1 Asia Pacific Data Collection & Labeling Market by Data Type
      • 5.3.1.1 Asia Pacific Data Collection & Labeling Text Market by Country
      • 5.3.1.2 Asia Pacific Data Collection & Labeling Image/Video Market by Country
      • 5.3.1.3 Asia Pacific Data Collection & Labeling Audio Market by Country
    • 5.3.2 Asia Pacific Data Collection & Labeling Market by Industry Vertical
      • 5.3.2.1 Asia Pacific BFSI & IT Data Collection & Labeling Market by Country
      • 5.3.2.2 Asia Pacific Retail & Ecommerce Data Collection & Labeling Market by Country
      • 5.3.2.3 Asia Pacific Healthcare Data Collection & Labeling Market by Country
      • 5.3.2.4 Asia Pacific Government Data Collection & Labeling Market by Country
      • 5.3.2.5 Asia Pacific Automotive Data Collection & Labeling Market by Country
      • 5.3.2.6 Asia Pacific Others Data Collection & Labeling Market by Country
    • 5.3.3 Asia Pacific Data Collection & Labeling Market by Country
      • 5.3.3.1 China Data Collection & Labeling Market
        • 5.3.3.1.1 China Data Collection & Labeling Market by Data Type
        • 5.3.3.1.2 China Data Collection & Labeling Market by Industry Vertical
      • 5.3.3.2 Japan Data Collection & Labeling Market
        • 5.3.3.2.1 Japan Data Collection & Labeling Market by Data Type
        • 5.3.3.2.2 Japan Data Collection & Labeling Market by Industry Vertical
      • 5.3.3.3 India Data Collection & Labeling Market
        • 5.3.3.3.1 India Data Collection & Labeling Market by Data Type
        • 5.3.3.3.2 India Data Collection & Labeling Market by Industry Vertical
      • 5.3.3.4 South Korea Data Collection & Labeling Market
        • 5.3.3.4.1 South Korea Data Collection & Labeling Market by Data Type
        • 5.3.3.4.2 South Korea Data Collection & Labeling Market by Industry Vertical
      • 5.3.3.5 Singapore Data Collection & Labeling Market
        • 5.3.3.5.1 Singapore Data Collection & Labeling Market by Data Type
        • 5.3.3.5.2 Singapore Data Collection & Labeling Market by Industry Vertical
      • 5.3.3.6 Malaysia Data Collection & Labeling Market
        • 5.3.3.6.1 Malaysia Data Collection & Labeling Market by Data Type
        • 5.3.3.6.2 Malaysia Data Collection & Labeling Market by Industry Vertical
      • 5.3.3.7 Rest of Asia Pacific Data Collection & Labeling Market
        • 5.3.3.7.1 Rest of Asia Pacific Data Collection & Labeling Market by Data Type
        • 5.3.3.7.2 Rest of Asia Pacific Data Collection & Labeling Market by Industry Vertical
  • 5.4 LAMEA Data Collection & Labeling Market
    • 5.4.1 LAMEA Data Collection & Labeling Market by Data Type
      • 5.4.1.1 LAMEA Data Collection & Labeling Text Market by Country
      • 5.4.1.2 LAMEA Data Collection & Labeling Image/Video Market by Country
      • 5.4.1.3 LAMEA Data Collection & Labeling Audio Market by Country
    • 5.4.2 LAMEA Data Collection & Labeling Market by Industry Vertical
      • 5.4.2.1 LAMEA BFSI & IT Data Collection & Labeling Market by Country
      • 5.4.2.2 LAMEA Retail & Ecommerce Data Collection & Labeling Market by Country
      • 5.4.2.3 LAMEA Healthcare Data Collection & Labeling Market by Country
      • 5.4.2.4 LAMEA Government Data Collection & Labeling Market by Country
      • 5.4.2.5 LAMEA Automotive Data Collection & Labeling Market by Country
      • 5.4.2.6 LAMEA Others Data Collection & Labeling Market by Country
    • 5.4.3 LAMEA Data Collection & Labeling Market by Country
      • 5.4.3.1 Brazil Data Collection & Labeling Market
        • 5.4.3.1.1 Brazil Data Collection & Labeling Market by Data Type
        • 5.4.3.1.2 Brazil Data Collection & Labeling Market by Industry Vertical
      • 5.4.3.2 Argentina Data Collection & Labeling Market
        • 5.4.3.2.1 Argentina Data Collection & Labeling Market by Data Type
        • 5.4.3.2.2 Argentina Data Collection & Labeling Market by Industry Vertical
      • 5.4.3.3 UAE Data Collection & Labeling Market
        • 5.4.3.3.1 UAE Data Collection & Labeling Market by Data Type
        • 5.4.3.3.2 UAE Data Collection & Labeling Market by Industry Vertical
      • 5.4.3.4 Saudi Arabia Data Collection & Labeling Market
        • 5.4.3.4.1 Saudi Arabia Data Collection & Labeling Market by Data Type
        • 5.4.3.4.2 Saudi Arabia Data Collection & Labeling Market by Industry Vertical
      • 5.4.3.5 South Africa Data Collection & Labeling Market
        • 5.4.3.5.1 South Africa Data Collection & Labeling Market by Data Type
        • 5.4.3.5.2 South Africa Data Collection & Labeling Market by Industry Vertical
      • 5.4.3.6 Nigeria Data Collection & Labeling Market
        • 5.4.3.6.1 Nigeria Data Collection & Labeling Market by Data Type
        • 5.4.3.6.2 Nigeria Data Collection & Labeling Market by Industry Vertical
      • 5.4.3.7 Rest of LAMEA Data Collection & Labeling Market
        • 5.4.3.7.1 Rest of LAMEA Data Collection & Labeling Market by Data Type
        • 5.4.3.7.2 Rest of LAMEA Data Collection & Labeling Market by Industry Vertical

Chapter 6. Company Profiles

  • 6.1 Avery Dennison Corporation
    • 6.1.1 Company Overview
    • 6.1.2 Financial Analysis
    • 6.1.3 Segmental and Regional Analysis
    • 6.1.4 Research & Development Expense
    • 6.1.5 Recent strategies and developments:
      • 6.1.5.1 Geographical Expansions:
      • 6.1.5.2 Product Launches and Product Expansions:
  • 6.2 Appen Limited
    • 6.2.1 Company Overview
    • 6.2.2 Financial Analysis
    • 6.2.3 Segmental and Regional Analysis
    • 6.2.4 Recent strategies and developments:
      • 6.2.4.1 Product Launches and Product Expansions:
      • 6.2.4.2 Acquisition and Mergers:
  • 6.3 Reality Analytics, Inc. (Reality AI)
    • 6.3.1 Company Overview
  • 6.4 Alegion, Inc.
    • 6.4.1 Company Overview
    • 6.4.2 Recent strategies and developments:
      • 6.4.2.1 Product Launches and Product Expansions:
  • 6.5 Labelbox, Inc.
    • 6.5.1 Company overview
  • 6.6 Scale AI, Inc.
    • 6.6.1 Company Overview
    • 6.6.2 Recent strategies and developments:
      • 6.6.2.1 Partnerships, Collaborations, and Agreements:
  • 6.7 Playment, Inc.
    • 6.7.1 Company Overview
    • 6.7.2 Recent strategies and developments:
      • 6.7.2.1 Product Launches and Product Expansions:
  • 6.8 Dobility, Inc.
    • 6.8.1 Company Overview
  • 6.9 Summa Linguae Technologies S.A. (Globalme Localization, Inc.)
    • 6.9.1 Company Overview
    • 6.9.2 Financial Analysis
  • 6.1 Global Technology Solutions
    • 6.10.1 Company Overview
비교리스트
0 건의 상품을 선택 중
상품 비교하기
전체삭제