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封面
市场调查报告书
商品编码
1474954

资料註释工具市场规模、份额、趋势分析报告：按类型、註释类型、产业、地区、细分市场预测，2024-2030 年

Data Annotation Tools Market Size, Share & Trends Analysis Report By Type (Text, Image/Video, Audio), By Annotation Type, By Vertical, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 101 Pages | 商品交期: 2-10个工作天内

价格

资料註释工具市场成长与趋势：

Grand View Research, Inc.最新报告显示，预计到2030年，全球资料标註工具市场规模将达到53.3亿美元，2024年至2030年复合年增长率为26.3%。

由于需要记录、储存和分析大量资料，巨量资料的出现预计将推动人工智慧市场的成长。人工智慧的采用预计将显着增加对资料註释工具的需求，因为註释资料可以作为在语音辨识和影像识别等重要领域训练人工智慧模型和机器学习系统的催化剂。这些工具透过直接提供与确定未来结果和决策相关的资料，为人工智慧提供了优势。

目前，汽车产业生产自动驾驶汽车的趋势日益明显，并且正在进行大规模投资来开发这些车辆。自动驾驶汽车结合了各种感测器和网路系统来帮助电脑驱动车辆。带註释的资料允许自动驾驶车辆电脑模型识别并从中学习。多家技术供应商也正在进入自动驾驶汽车市场，包括Google、特斯拉汽车、苹果公司和华为技术有限公司。自动驾驶市场投资的增加预计将推动资料註释市场的未来需求。例如，2021年2月，有效训练资料和人工智慧系统供应商Appen Limited宣布为自动驾驶汽车製造商推出新的训练资料註解和品质保证服务。对自动驾驶汽车不断增长的需求预计将抵消对註释和工具的需求。

在资料註释工具的帮助下，零售领域（尤其是电子商务领域）的不断创新预计将在预测期内推动产业需求。例如，2019 年 2 月，沃尔玛实验室收购了印度资料註释新兴企业Dataturks。 Dataturks 提供由机器学习支援的图像和文字资料註释工具。此次收购有助于推动沃尔玛商品行销平台的目录品质等创新。

资料註释工具市场报告亮点

  • 至2023年，文字资料註释工具领域将引领市场，占全球销售额的36.1%以上。依类型分为文字、图像/视讯、音讯。
  • 2023年，手动细分市场引领市场，占全球收益的81%以上。按註释类型，市场分为手动、半监督和自动。
  • 2023年，IT领域引领市场，占全球收益的32%。按行业划分，可分为 IT、汽车、政府、医疗保健、金融服务、零售等。
  • 2023年的市场以北美为主，占全球销售额的36.2%以上。

目录

第一章资料註释工具市场：调查方法与范围

第二章资料註释工具市场：执行摘要

  • 资料註释工具 - 行业概述和主要采购标准
  • 全球资料标註工具市场

第三章资料标註工具市场：变数、趋势、范围

  • 市场区隔和范围
  • 资料註释工具市场渗透率与成长前景
  • 资料註释工具 - 流程与价值链分析
  • 市场动态
  • 产业分析-波特五力分析
  • 资料註记工具 - PEST 分析
  • COVID-19 影响分析

第 4 章资料註释工具：类型视角

  • 资料註释工具市场占有率：按类型，2023 年和 2030 年
  • 文字
  • 影像
  • 其他的

第 5 章资料註解工具：註解类型 Outlook

  • 资料註释工具市场占有率：按註释类型，2023 年和 2030 年
  • 手动的
  • 半监督
  • 自动的

第六章资料标註工具：产业展望

  • 资料註释工具市场占有率：按产业划分，2023 年和 2030 年
  • IT
  • 车
  • 政府
  • 医疗保健
  • 财务业务
  • 零售
  • 其他的

第 7 章资料註释工具：区域视角

  • 北美洲
  • 欧洲
  • 亚太地区
  • 南美洲
  • 中东/非洲

第八章 竞争格局

  • 公司简介
    • ANNOTATE.COM
    • APPEN LIMITED
    • CLOUDAPP
    • COGITO TECH LLC
    • DEEP SYSTEMS, LLC
    • LABELBOX, INC
    • LIGHTTAG
    • LOTUS QUALITY ASSURANCE
    • PLAYMENT INC.
    • TAGTOG SP. Z OO
    • CLOUDFACTORY LIMITED
    • CLICKWORKER GMBH
    • ALEGION
    • FIGURE EIGHT INC.
    • AMAZON MECHANICAL TURK, INC.
    • EXPLOSION AI GMBH
    • MIGHTY AI, INC.
    • TRILLDATA TECHNOLOGIES PVT LTD
    • SCALE AI, INC.
    • GOOGLE LLC
    • LIONBRIDGE TECHNOLOGIES, INC.
    • SUPERANNOTATE LLC
Product Code: GVR-2-68038-938-8

Data Annotation Tools Market Growth & Trends:

The global data annotation tools market size is expected to reach USD 5.33 Billion by 2030, exhibiting a CAGR of 26.3% from 2024 to 2030, according to a new report by Grand View Research, Inc. The advent of big data is expected to drive the growth of the artificial intelligence market as a large volume of data is required to be recorded, stored, and analyzed. The adoption of artificial intelligence is expected to significantly boost the demand for data annotation tools as the annotated data acts as a catalyzer to train AI models and machine learning systems in critical areas such as speech recognition and image recognition. These tools offer AI its strength by directly providing data that is relevant to determining future outcomes and decision-making.

Currently, there is a growing trend of manufacturing autonomous vehicles in the automotive industry, which is attracting larger investments for the development of these vehicles. An autonomous vehicle includes a combination of various sensors and networking systems that assist the computer in driving the vehicle. The annotated data allows autonomous vehicle computer models to recognize and learn from it. Several technology providers such as Google LLC; Tesla Motors; Apple Inc.; and Huawei Technologies Co., Ltd. have also entered the autonomous vehicle market. The rising investments in the self-driving market are expected to drive the future demand of the data annotation market. For instance, in February 2021, Appen Limited, a provider of effective training data and AI systems, announced the launch of new training data annotation and quality assurance services for autonomous vehicle manufacturers. The rising demand for self-drive cars is likely to supplement the demand for annotation tools.

Rising innovations in the retail segment, specifically in improving the e-commerce sector, using the data annotation tools is expected to drive the industry demand over the forecast period. For instance, in February 2019, Walmart Labs acquired Dataturks, an India-based data annotation start-up. Dataturks offers annotation tools for image and text data by using machine learning. The acquisition helped drive innovations in the catalog quality and other aspects of the Walmart merchandising platform.

Data Annotation Tools Market Report Highlights:

  • The text data annotation tools segment led the market in 2023, accounting for over 36.1% share of the global revenue. Based on type, the market is segmented into text, image/video, and audio.
  • The manual segment led the market in 2023, accounting for over 81% share of the global revenue. Based on annotation type, the market is categorized into manual, semi-supervised, and automatic.
  • The IT segment led the market in 2023, accounting for a 32% share of the global revenue. Based on verticals, the market has been segmented into IT, automotive, government, healthcare, financial services, retail, and others.
  • North America dominated the market in 2023, accounting for over 36.2% share of the global revenue.

Table of Contents

Chapter 1 Data Annotation Tools Market: Methodology and Scope

  • 1.1 Research Methodology
    • 1.1.1 Information Analysis
    • 1.1.2 Market Formulation & Data Visualization
  • 1.2 Research Scope and Assumptions
  • 1.3 List of Data Sources
    • 1.3.1 Secondary Sources
    • 1.3.2 Primary Sources

Chapter 2 Data Annotation Tools Market: Executive Summary

  • 2.1 Data Annotation Tools - Industry Snapshot & Key Buying Criteria
  • 2.2 Global Data Annotation Tools Market
    • 2.2.1 Global Data Annotation Tools Market, 2017 - 2030
    • 2.2.2 Global Data Annotation Tools Market, By Region, 2017 - 2030
    • 2.2.3 Global Data Annotation Tools Market, By Type, 2017 - 2030
    • 2.2.4 Global Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 2.2.5 Global Data Annotation Tools Market, By Vertical, 2017 - 2030

Chapter 3 Data Annotation Tools Market: Variables, Trends & Scope

  • 3.1 Market Segmentation & Scope
  • 3.2 Data Annotation Tools Market Penetration and Growth Prospects
  • 3.3 Data Annotation Tools - Process Flow and Value Chain Analysis
  • 3.4 Market Dynamics
    • 3.4.1 Market Drivers
      • 3.4.1.1 Growing need to make text/ image more interactive and engaging
      • 3.4.1.2 Rapid penetration of AI and machine learning
      • 3.4.1.3 Growing R&D spending on the development of self-driving vehicles
    • 3.4.2 Market Restraints
      • 3.4.2.1 Lack of skilled labor and high costs associated with manual annotation of complex images
  • 3.5 Industry Analysis - Porter's
    • 3.5.1 Supplier Power
    • 3.5.2 Buyer Power
    • 3.5.3 Substitution Threat
    • 3.5.4 Threat From New Entrant
    • 3.5.5 Competitive Rivalry
  • 3.6 Data Annotation Tools - PEST Analysis
    • 3.6.1 Political
    • 3.6.2 Economic
    • 3.6.3 Social
    • 3.6.4 Technological
  • 3.7 COVID-19 Impact Analysis

Chapter 4 Data Annotation Tools: Type Outlook

  • 4.1 Data Annotation Tools Market Share by Type, 2023 & 2030
  • 4.2 Text
    • 4.2.1 Text Annotation Tools Market, By Region, 2017 - 2030
  • 4.3 Image
    • 4.3.1 Image Data Annotation Tools Market, By Region, 2017 - 2030
  • 4.4 Others
    • 4.4.1 Others Data Annotation Tools Market, By Region, 2017 - 2030

Chapter 5 Data Annotation Tools: Annotation Type Outlook

  • 5.1 Data Annotation Tools Market Share by Annotation Type, 2023 & 2030
  • 5.2 Manual
    • 5.2.1 Manual Annotation Tools Market, By Region, 2017 - 2030
  • 5.3 Semi-Supervised
    • 5.3.1 Semi-Supervised Data Annotation Tools Market, By Region, 2017 - 2030
  • 5.4 Automatic
    • 5.4.1 Automatic Data Annotation Tools Market, By Region, 2017 - 2030

Chapter 6 Data Annotation Tools: Vertical Outlook

  • 6.1 Data Annotation Tools Market Share by Vertical, 2023 & 2030
  • 6.2 IT
    • 6.2.1 It Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.3 Automotive
    • 6.3.1 Automotive Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.4 Government
    • 6.4.1 Government Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.5 Healthcare
    • 6.5.1 Healthcare Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.6 Financial Services
    • 6.6.1 Financial Services Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.7 Retail
    • 6.7.1 Retail Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.8 Others
    • 6.8.1 Others Data Annotation Tools Market, By Region, 2017 - 2030

Chapter 7 Data Annotation Tools: Regional Outlook

  • 7.1 North America
    • 7.1.1 North America Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.1.2 North America Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.1.3 North America Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.1.4 U.S.
      • 7.1.4.1 U.S. Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.1.4.2 U.S. Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.1.4.3 U.S. Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.1.5 Canada
      • 7.1.5.1 Canada Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.1.5.2 Canada Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.1.5.3 Canada Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.1.6 Mexico
      • 7.1.6.1 Mexico Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.1.6.2 Mexico Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.1.6.3 Mexico Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.2 Europe
    • 7.2.1 Europe Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.2.2 Europe Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.2.3 Europe Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.2.4 UK
      • 7.2.4.1 UK Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.2.4.2 UK Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.2.4.3 UK Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.2.5 Germany
      • 7.2.5.1 Germany Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.2.5.2 Germany Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.2.5.3 Germany Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.2.6 France
      • 7.2.6.1 France Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.2.6.2 France Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.2.6.3 France Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.3 Asia Pacific
    • 7.3.1 Asia Pacific Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.3.2 Asia Pacific Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.3.3 Asia Pacific Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.3.4 China
      • 7.3.4.1 China Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.3.4.2 China Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.3.4.3 China Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.3.5 Japan
      • 7.3.5.1 Japan Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.3.5.2 Japan Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.3.5.3 Japan Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.3.6 India
      • 7.3.6.1 India Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.3.6.2 India Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.3.6.3 India Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.4 South America
    • 7.4.1 South America Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.4.2 South America Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.4.3 South America Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.4.4 BRAZIL
      • 7.4.4.1 Brazil Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.4.4.2 Brazil Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.4.4.3 Brazil Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.5 MEA
    • 7.5.1 MEA Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.5.2 MEA Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.5.3 MEA Data Annotation Tools Market, By Vertical, 2017 - 2030

Chapter 8 Competitive Landscape

  • 8.1 Company Profiles
    • 8.1.1 ANNOTATE.COM
      • 8.1.1.1 Company Overview
      • 8.1.1.2 Product Benchmarking
    • 8.1.2 APPEN LIMITED
      • 8.1.2.1 Company Overview
      • 8.1.2.2 Financial Performance
      • 8.1.2.3 Product Benchmarking
      • 8.1.2.4 Recent developments
    • 8.1.3 CLOUDAPP
      • 8.1.3.1 Company Overview
      • 8.1.3.2 Product Benchmarking
    • 8.1.4 COGITO TECH LLC
      • 8.1.4.1 Company Overview
      • 8.1.4.2 Product Benchmarking
    • 8.1.5 DEEP SYSTEMS, LLC
      • 8.1.5.1 Company Overview
      • 8.1.5.2 Product Benchmarking
    • 8.1.6 LABELBOX, INC
      • 8.1.6.1 Company Overview
      • 8.1.6.2 Financial Performance
      • 8.1.6.3 Product Benchmarking
      • 8.1.6.4 Recent developments
    • 8.1.7 LIGHTTAG
      • 8.1.7.1 Company Overview
      • 8.1.7.2 Product Benchmarking
    • 8.1.8 LOTUS QUALITY ASSURANCE
      • 8.1.8.1 Company Overview
      • 8.1.8.2 Product Benchmarking
    • 8.1.9 PLAYMENT INC.
      • 8.1.9.1 Company Overview
      • 8.1.9.2 Product Benchmarking
    • 8.1.10 TAGTOG SP. Z O.O.
      • 8.1.10.1 Company Overview
      • 8.1.10.2 Product Benchmarking
    • 8.1.11 CLOUDFACTORY LIMITED
      • 8.1.11.1 Company Overview
      • 8.1.11.2 Financial Performance
      • 8.1.11.3 Product Benchmarking
      • 8.1.11.4 Recent developments
    • 8.1.12 CLICKWORKER GMBH
      • 8.1.12.1 Company Overview
      • 8.1.12.2 Product Benchmarking
    • 8.1.13 ALEGION
      • 8.1.13.1 Company Overview
      • 8.1.13.2 Product Benchmarking
      • 8.1.13.3 Recent developments
    • 8.1.14 FIGURE EIGHT INC.
      • 8.1.14.1 Company Overview
      • 8.1.14.2 Product Benchmarking
    • 8.1.15 AMAZON MECHANICAL TURK, INC.
      • 8.1.15.1 Company Overview
      • 8.1.15.2 Product Benchmarking
      • 8.1.15.3 Recent developments
    • 8.1.16 EXPLOSION AI GMBH
      • 8.1.16.1 Company Overview
      • 8.1.16.2 Product Benchmarking
    • 8.1.17 MIGHTY AI, INC.
      • 8.1.17.1 Company Overview
      • 8.1.17.2 Product Benchmarking
    • 8.1.18 TRILLDATA TECHNOLOGIES PVT LTD
      • 8.1.18.1 Company Overview
      • 8.1.18.2 Product Benchmarking
    • 8.1.19 SCALE AI, INC.
      • 8.1.19.1 Company Overview
      • 8.1.19.2 Product Benchmarking
      • 8.1.19.3 Recent developments
    • 8.1.20 GOOGLE LLC
      • 8.1.20.1 Company Overview
      • 8.1.20.2 Financial Performance
      • 8.1.20.3 Product Benchmarking
    • 8.1.21 LIONBRIDGE TECHNOLOGIES, INC.
      • 8.1.21.1 Company Overview
      • 8.1.21.2 Product Benchmarking
      • 8.1.21.3 Recent developments
    • 8.1.22 SUPERANNOTATE LLC
      • 8.1.22.1 Company Overview
      • 8.1.22.2 Product Benchmarking
      • 8.1.2.3 Recent developments

List of Tables

  • Table 1 Data annotation tools Market - Industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global data annotation tools market, 2017 - 2030 (USD Million)
  • Table 3 Global data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 4 Global data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 5 Global data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 6 Global data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 7 Key market driver impact
  • Table 8 Key market restraints impact
  • Table 9 List of key market Companies
  • Table 10 Text data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 11 Image data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 12 Others data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 13 Manual data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 14 Semi-Supervised data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 15 Automatic data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 16 IT data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 17 Automotive data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 18 Government data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 19 Healthcare data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 20 Financial Services data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 21 Retail data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 22 Other data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 23 North America data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 24 North America data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 25 North America data annotation Tools market, By vertical, 2017 - 2030 (USD Million)
  • Table 26 U.S. data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 27 U.S. data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 28 U.S. data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 29 Canada data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 30 Canada data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 31 Canada data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 32 Mexico data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 33 Mexico data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 34 Mexico data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 35 Europe data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 36 Europe data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 37 Europe data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 38 UK data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 39 UK data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 40 UK data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 41 Germany data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 42 Germany data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 43 Germany data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 44 France data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 45 France data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 46 France data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 47 Asia Pacific data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 48 Asia Pacific data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 49 Asia Pacific data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 50 China data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 51 China data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 52 China data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 53 Japan data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 54 Japan data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 55 Japan data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 56 India data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 57 India data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 58 India data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 59 South America data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 60 South America data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 61 South America data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 62 Brazil data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 63 Brazil data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 64 Brazil data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 65 MEA data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 66 MEA data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 67 MEA data annotation tools market, by vertical, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Research Process
  • Fig. 2 Market Formulation
  • Fig. 3 Data annotation tools market segmentation
  • Fig. 4 Global data annotation tools market 2017 - 2030 (USD Million)
  • Fig. 5 Data annotation tools - Process flow analysis
  • Fig. 6 Data annotation tools market dynamics
  • Fig. 7 Data annotation tools market share by type, 2023 & 2030
  • Fig. 8 Data annotation tools market share by annotation type, 2023 & 2030
  • Fig. 9 Data annotation tools market share by vertical, 2023 & 2030
  • Fig. 10 Regional marketplace: Key takeaways