表紙:データ注釈ツールの世界市場:タイプ、注釈タイプ、業界、地域別の展望、業界分析および予測(2021年~2027年)
市場調査レポート
商品コード
1015880

データ注釈ツールの世界市場:タイプ、注釈タイプ、業界、地域別の展望、業界分析および予測(2021年~2027年)

Global Data Annotation Tools Market By Type, By Annotation Type, By Industry, By Regional Outlook, Industry Analysis Report and Forecast, 2021 - 2027

出版日: | 発行: KBV Research | ページ情報: 英文 228 Pages | 納期: 即納可能 即納可能とは

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=114.87円
データ注釈ツールの世界市場:タイプ、注釈タイプ、業界、地域別の展望、業界分析および予測(2021年~2027年)
出版日: 2021年06月15日
発行: KBV Research
ページ情報: 英文 228 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のデータ注釈ツールの市場規模は、予測期間中に24.4%のCAGRで成長し、2027年には23億米ドルに達すると予測されています。データ注釈ツールとは、機械学習用の本番環境グレードのトレーニングデータセットに注釈を付けるのに役立つ、クラウドベース、コンテナ化、またはオンプレミスのソフトウェアソリューションを指します。データ注釈ツールは主に、ビデオ、画像、オーディオ、スプレッドシート、テキスト、センサーデータなどの特定タイプのデータで使用するために開発されています。

世界のcovid-19パンデミックにおけるロックダウンや製造ユニットの一時的な閉鎖は、供給側では労働力の減少を、他方では製品やサービスに対する需要の減少をもたらしました。このような制限や、それらによるGDPの低下は、同市場の成長に悪影響を及ぼします。ただし、経済は元の軌道に戻ると推計されており、同市場も大きな需要が見込まれています。

当レポートは、世界のデータ注釈ツール市場について調査しており、市場構成やシナリオ、成長および抑制要因、機会、業界・タイプ・注釈タイプ・地域別の市場分析、主要企業のプロファイルなどの情報を提供しています。

目次

第1章 市場の範囲と調査手法

第2章 市場概要

  • イントロダクション
  • 市場に影響を与える主な要因

第3章 業界別:世界市場

  • 地域別:IT市場
  • 地域別:自動車市場
  • 地域別:小売市場
  • 地域別:ヘルスケア市場
  • 地域別:金融サービス市場
  • 地域別:政府市場
  • 地域別:その他市場

第4章 タイプ別:世界市場

  • 地域別:テキスト市場
  • 地域別:画像/ビデオ市場
  • 地域別:オーディオ市場

第5章 注釈タイプ別:世界市場

  • 地域別:手動市場
  • 地域別:半教師あり市場
  • 地域別:自動市場

第6章 地域別:世界市場

  • 北米市場
  • 欧州市場
  • アジア太平洋市場
  • ラテンアメリカ・中東・アフリカ市場

第7章 企業プロファイル

  • Google, Inc.
  • Amazon.com, Inc.
  • Uber Technologies, Inc.(Mighty AI, Inc.)
  • Appen Limited
  • Scale AI, Inc.
  • Labelbox, Inc.
  • Annotate Software
  • Cogito Tech LLC
  • Deep Systems
  • Playment, Inc.
図表

LIST OF TABLES

  • TABLE 1 Global Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 2 Global Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 3 Global Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 4 Global Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 5 Global IT Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 6 Global IT Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 7 Global Automotive Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 8 Global Automotive Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 9 Global Retail Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 10 Global Retail Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 11 Global Healthcare Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 12 Global Healthcare Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 13 Global Financial Services Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 14 Global Financial Services Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 15 Global Government Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 16 Global Government Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 17 Global Other Industry Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 18 Global Other Industry Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 19 Global Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 20 Global Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 21 Global Data Annotation Tools Text Market by Region, 2017 - 2020, USD Million
  • TABLE 22 Global Data Annotation Tools Text Market by Region, 2021 - 2027, USD Million
  • TABLE 23 Global Data Annotation Tools Image/Video Market by Region, 2017 - 2020, USD Million
  • TABLE 24 Global Data Annotation Tools Image/Video Market by Region, 2021 - 2027, USD Million
  • TABLE 25 Global Data Annotation Tools Audio Market by Region, 2017 - 2020, USD Million
  • TABLE 26 Global Data Annotation Tools Audio Market by Region, 2021 - 2027, USD Million
  • TABLE 27 Global Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 28 Global Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 29 Global Manual Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 30 Global Manual Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 31 Global Semi-supervised Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 32 Global Semi-supervised Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 33 Global Automatic Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 34 Global Automatic Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 35 Global Data Annotation Tools Market by Region, 2017 - 2020, USD Million
  • TABLE 36 Global Data Annotation Tools Market by Region, 2021 - 2027, USD Million
  • TABLE 37 North America Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 38 North America Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 39 North America Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 40 North America Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 41 North America IT Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 42 North America IT Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 43 North America Automotive Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 44 North America Automotive Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 45 North America Retail Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 46 North America Retail Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 47 North America Healthcare Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 48 North America Healthcare Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 49 North America Financial Services Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 50 North America Financial Services Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 51 North America Government Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 52 North America Government Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 53 North America Other Industry Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 54 North America Other Industry Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 55 North America Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 56 North America Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 57 North America Data Annotation Tools Text Market by Country, 2017 - 2020, USD Million
  • TABLE 58 North America Data Annotation Tools Text Market by Country, 2021 - 2027, USD Million
  • TABLE 59 North America Data Annotation Tools Image/Video Market by Country, 2017 - 2020, USD Million
  • TABLE 60 North America Data Annotation Tools Image/Video Market by Country, 2021 - 2027, USD Million
  • TABLE 61 North America Data Annotation Tools Audio Market by Country, 2017 - 2020, USD Million
  • TABLE 62 North America Data Annotation Tools Audio Market by Country, 2021 - 2027, USD Million
  • TABLE 63 North America Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 64 North America Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 65 North America Manual Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 66 North America Manual Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 67 North America Semi-supervised Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 68 North America Semi-supervised Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 69 North America Automatic Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 70 North America Automatic Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 71 North America Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 72 North America Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 73 US Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 74 US Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 75 US Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 76 US Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 77 US Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 78 US Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 79 US Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 80 US Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 81 Canada Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 82 Canada Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 83 Canada Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 84 Canada Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 85 Canada Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 86 Canada Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 87 Canada Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 88 Canada Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 89 Mexico Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 90 Mexico Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 91 Mexico Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 92 Mexico Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 93 Mexico Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 94 Mexico Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 95 Mexico Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 96 Mexico Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 97 Rest of North America Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 98 Rest of North America Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 99 Rest of North America Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 100 Rest of North America Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 101 Rest of North America Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 102 Rest of North America Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 103 Rest of North America Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 104 Rest of North America Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 105 Europe Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 106 Europe Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 107 Europe Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 108 Europe Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 109 Europe IT Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 110 Europe IT Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 111 Europe Automotive Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 112 Europe Automotive Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 113 Europe Retail Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 114 Europe Retail Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 115 Europe Healthcare Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 116 Europe Healthcare Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 117 Europe Financial Services Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 118 Europe Financial Services Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 119 Europe Government Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 120 Europe Government Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 121 Europe Other Industry Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 122 Europe Other Industry Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 123 Europe Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 124 Europe Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 125 Europe Data Annotation Tools Text Market by Country, 2017 - 2020, USD Million
  • TABLE 126 Europe Data Annotation Tools Text Market by Country, 2021 - 2027, USD Million
  • TABLE 127 Europe Data Annotation Tools Image/Video Market by Country, 2017 - 2020, USD Million
  • TABLE 128 Europe Data Annotation Tools Image/Video Market by Country, 2021 - 2027, USD Million
  • TABLE 129 Europe Data Annotation Tools Audio Market by Country, 2017 - 2020, USD Million
  • TABLE 130 Europe Data Annotation Tools Audio Market by Country, 2021 - 2027, USD Million
  • TABLE 131 Europe Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 132 Europe Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 133 Europe Manual Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 134 Europe Manual Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 135 Europe Semi-supervised Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 136 Europe Semi-supervised Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 137 Europe Automatic Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 138 Europe Automatic Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 139 Europe Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 140 Europe Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 141 Germany Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 142 Germany Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 143 Germany Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 144 Germany Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 145 Germany Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 146 Germany Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 147 Germany Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 148 Germany Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 149 UK Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 150 UK Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 151 UK Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 152 UK Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 153 UK Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 154 UK Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 155 UK Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 156 UK Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 157 France Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 158 France Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 159 France Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 160 France Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 161 France Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 162 France Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 163 France Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 164 France Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 165 Russia Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 166 Russia Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 167 Russia Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 168 Russia Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 169 Russia Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 170 Russia Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 171 Russia Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 172 Russia Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 173 Spain Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 174 Spain Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 175 Spain Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 176 Spain Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 177 Spain Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 178 Spain Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 179 Spain Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 180 Spain Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 181 Italy Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 182 Italy Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 183 Italy Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 184 Italy Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 185 Italy Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 186 Italy Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 187 Italy Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 188 Italy Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 189 Rest of Europe Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 190 Rest of Europe Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 191 Rest of Europe Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 192 Rest of Europe Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 193 Rest of Europe Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 194 Rest of Europe Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 195 Rest of Europe Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 196 Rest of Europe Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 197 Asia Pacific Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 198 Asia Pacific Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 199 Asia Pacific Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 200 Asia Pacific Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 201 Asia Pacific IT Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 202 Asia Pacific IT Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 203 Asia Pacific Automotive Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 204 Asia Pacific Automotive Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 205 Asia Pacific Retail Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 206 Asia Pacific Retail Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 207 Asia Pacific Healthcare Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 208 Asia Pacific Healthcare Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 209 Asia Pacific Financial Services Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 210 Asia Pacific Financial Services Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 211 Asia Pacific Government Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 212 Asia Pacific Government Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 213 Asia Pacific Other Industry Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 214 Asia Pacific Other Industry Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 215 Asia Pacific Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 216 Asia Pacific Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 217 Asia Pacific Data Annotation Tools Text Market by Country, 2017 - 2020, USD Million
  • TABLE 218 Asia Pacific Data Annotation Tools Text Market by Country, 2021 - 2027, USD Million
  • TABLE 219 Asia Pacific Data Annotation Tools Image/Video Market by Country, 2017 - 2020, USD Million
  • TABLE 220 Asia Pacific Data Annotation Tools Image/Video Market by Country, 2021 - 2027, USD Million
  • TABLE 221 Asia Pacific Data Annotation Tools Audio Market by Country, 2017 - 2020, USD Million
  • TABLE 222 Asia Pacific Data Annotation Tools Audio Market by Country, 2021 - 2027, USD Million
  • TABLE 223 Asia Pacific Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 224 Asia Pacific Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 225 Asia Pacific Manual Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 226 Asia Pacific Manual Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 227 Asia Pacific Semi-supervised Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 228 Asia Pacific Semi-supervised Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 229 Asia Pacific Automatic Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 230 Asia Pacific Automatic Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 231 Asia Pacific Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 232 Asia Pacific Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 233 China Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 234 China Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 235 China Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 236 China Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 237 China Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 238 China Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 239 China Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 240 China Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 241 Japan Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 242 Japan Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 243 Japan Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 244 Japan Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 245 Japan Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 246 Japan Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 247 Japan Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 248 Japan Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 249 India Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 250 India Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 251 India Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 252 India Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 253 India Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 254 India Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 255 India Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 256 India Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 257 South Korea Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 258 South Korea Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 259 South Korea Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 260 South Korea Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 261 South Korea Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 262 South Korea Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 263 South Korea Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 264 South Korea Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 265 Singapore Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 266 Singapore Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 267 Singapore Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 268 Singapore Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 269 Singapore Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 270 Singapore Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 271 Singapore Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 272 Singapore Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 273 Malaysia Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 274 Malaysia Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 275 Malaysia Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 276 Malaysia Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 277 Malaysia Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 278 Malaysia Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 279 Malaysia Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 280 Malaysia Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 281 Rest of Asia Pacific Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 282 Rest of Asia Pacific Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 283 Rest of Asia Pacific Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 284 Rest of Asia Pacific Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 285 Rest of Asia Pacific Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 286 Rest of Asia Pacific Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 287 Rest of Asia Pacific Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 288 Rest of Asia Pacific Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 289 LAMEA Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 290 LAMEA Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 291 LAMEA Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 292 LAMEA Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 293 LAMEA IT Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 294 LAMEA IT Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 295 LAMEA Automotive Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 296 LAMEA Automotive Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 297 LAMEA Retail Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 298 LAMEA Retail Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 299 LAMEA Healthcare Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 300 LAMEA Healthcare Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 301 LAMEA Financial Services Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 302 LAMEA Financial Services Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 303 LAMEA Government Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 304 LAMEA Government Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 305 LAMEA Other Industry Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 306 LAMEA Other Industry Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 307 LAMEA Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 308 LAMEA Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 309 LAMEA Data Annotation Tools Text Market by Country, 2017 - 2020, USD Million
  • TABLE 310 LAMEA Data Annotation Tools Text Market by Country, 2021 - 2027, USD Million
  • TABLE 311 LAMEA Data Annotation Tools Image/Video Market by Country, 2017 - 2020, USD Million
  • TABLE 312 LAMEA Data Annotation Tools Image/Video Market by Country, 2021 - 2027, USD Million
  • TABLE 313 LAMEA Data Annotation Tools Audio Market by Country, 2017 - 2020, USD Million
  • TABLE 314 LAMEA Data Annotation Tools Audio Market by Country, 2021 - 2027, USD Million
  • TABLE 315 LAMEA Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 316 LAMEA Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 317 LAMEA Manual Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 318 LAMEA Manual Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 319 LAMEA Semi-supervised Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 320 LAMEA Semi-supervised Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 321 LAMEA Automatic Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 322 LAMEA Automatic Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 323 LAMEA Data Annotation Tools Market by Country, 2017 - 2020, USD Million
  • TABLE 324 LAMEA Data Annotation Tools Market by Country, 2021 - 2027, USD Million
  • TABLE 325 Brazil Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 326 Brazil Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 327 Brazil Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 328 Brazil Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 329 Brazil Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 330 Brazil Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 331 Brazil Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 332 Brazil Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 333 Argentina Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 334 Argentina Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 335 Argentina Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 336 Argentina Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 337 Argentina Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 338 Argentina Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 339 Argentina Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 340 Argentina Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 341 UAE Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 342 UAE Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 343 UAE Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 344 UAE Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 345 UAE Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 346 UAE Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 347 UAE Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 348 UAE Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 349 Saudi Arabia Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 350 Saudi Arabia Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 351 Saudi Arabia Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 352 Saudi Arabia Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 353 Saudi Arabia Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 354 Saudi Arabia Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 355 Saudi Arabia Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 356 Saudi Arabia Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 357 South Africa Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 358 South Africa Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 359 South Africa Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 360 South Africa Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 361 South Africa Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 362 South Africa Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 363 South Africa Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 364 South Africa Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 365 Nigeria Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 366 Nigeria Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 367 Nigeria Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 368 Nigeria Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 369 Nigeria Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 370 Nigeria Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 371 Nigeria Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 372 Nigeria Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 373 Rest of LAMEA Data Annotation Tools Market, 2017 - 2020, USD Million
  • TABLE 374 Rest of LAMEA Data Annotation Tools Market, 2021 - 2027, USD Million
  • TABLE 375 Rest of LAMEA Data Annotation Tools Market by Industry, 2017 - 2020, USD Million
  • TABLE 376 Rest of LAMEA Data Annotation Tools Market by Industry, 2021 - 2027, USD Million
  • TABLE 377 Rest of LAMEA Data Annotation Tools Market by Type, 2017 - 2020, USD Million
  • TABLE 378 Rest of LAMEA Data Annotation Tools Market by Type, 2021 - 2027, USD Million
  • TABLE 379 Rest of LAMEA Data Annotation Tools Market by Annotation Type, 2017 - 2020, USD Million
  • TABLE 380 Rest of LAMEA Data Annotation Tools Market by Annotation Type, 2021 - 2027, USD Million
  • TABLE 381 Key Information - Google, Inc.
  • TABLE 382 Key Information - Amazon.com, Inc.
  • TABLE 383 Key Information - Uber Technologies, Inc.
  • TABLE 384 Key Information - Appen Limited
  • TABLE 385 Key Information - Scale AI, Inc.
  • TABLE 386 Key Information - Labelbox, Inc.
  • TABLE 387 key information - Annotate Software
  • TABLE 388 key information - Cogito Tech LLC
  • TABLE 389 key information - Deep Systems
  • TABLE 390 Key Information - Playment, Inc.

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 SWOT Analysis: Alphabet Inc. (Google Inc.)
  • FIG 3 SWOT analysis: Amazon.com, Inc.
  • FIG 4 Recent strategies and developments: Appen Limited
目次

The Global Data Annotation Tools Market size is expected to reach $2.3 billion by 2027, rising at a market growth of 24.4% CAGR during the forecast period. A data annotation tool refers to a cloud-based, containerized, or on premise software solution that helps in annotating production-grade training datasets for machine learning. There are a few companies that adopt a do-it-yourself approach and develop their own equipment; however, several data annotation tools are accessible through open source or freeware that are adopted by many organizations. These solutions are provided commercially for purchase and lease. Data annotation tools are mainly developed for their usage in some specific kinds of data, like video, image, audio, spreadsheet, text, or sensor data. In addition, these tools also provide various deployment models that include on premise, SaaS (cloud), container, and Kubernetes.

In the machine learning domain, the process of labelling data to demonstrate the result a company want its machine learning model to forecast is termed as data annotation. Under this process, a dataset is labeled, marked, transcribed, tagged, or processed with the required features by its machine learning system to learn to identify. After the implementation of the model, the system identifies those features itself and responds to them. Annotated data uncovers features, which would train a company's algorithms to recognize those same features in the dataset that has not been annotated. Data annotation is majorly utilized in supervised learning & hybrid, machine learning models, or semi-supervised, which include supervised learning.

COVID-19 Impact

The outbreak of the global covid-19 pandemic has affected every domain of society be it individuals or businesses. The several impositions rolled out by the governments across the globe to curb the spread of the coronavirus have disturbed the global supply of goods & services. The nationwide lockdown and temporary shutdown of the manufacturing units in the pandemic have resulted in the decreased labor on the supply side and a reduction in the demand for products & services on the other side.

All such restrictions have negatively affected the data annotation tools market. In addition, owing to the declining GDP, the market would witness a negative impact on the growth of the data annotation tools market. Though, it is estimated that the economy will get back on track and hence the data annotation tools market will also register a significant demand.

Type Outlook

Based on Type, the market is segmented into Text, Image/Video and Audio. The text segment acquired the highest revenue share in the data annotation market in 2020. The image/video annotation segment is projected to witness a significant growth rate during the forecast period. Some of the key applications of image data annotation are in the medical sector in the domain of medical imaging. The text segment is anticipated to exhibit a substantial CAGR during the forecast period due to the increasing applications of data annotation tools in clinical research and e-commerce applications. The audio segment is projected to garner the fastest growth rate during the forecast period.

Annotation Type Outlook

Based on Annotation Type, the market is segmented into Manual, Semi-supervised and Automatic. The manual segment procured the largest revenue share in the data annotation market in 2020. Manual data annotation refers to the process of annotating or labeling any generated dataset by humans. This approach is gaining traction owing to its advantages like high level of integrity, precision, minimal data annotation efforts, and more chance of generating intriguing insights related to the data in comparison to automatic annotation that could be combined into an algorithm in the future. Though, manual annotation is costly and time-consuming, thus labeled data collected via crowd sourcing activities are utilized for several applications.

Industry Outlook

Based on Industry, the market is segmented into IT, Automotive, Retail, Healthcare, Financial Services, Government and Others. The automotive market segment is estimated to witness the fastest growth rate during the forecast period. It is due to the wide acceptance of data annotation tools in self-driving vehicles. The increasing investment in R&D activities in order to improve the image annotation for boosting the developments in the area of self-driving vehicles would surge the growth of the market.

Regional Outlook

Based on Regions, the market is segmented into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa. North America emerged as a dominant region with the largest revenue share in the data annotation tools market in 2020. This growth is attributed to the quick product & geographical expansion strategy adopted by the key market players to achieve a competitive edge in the market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Google, Inc., Amazon.com, Inc., Uber Technologies, Inc. (Mighty AI, Inc.), Appen Limited, Scale AI, Inc., Labelbox, Inc., Annotate Software, Cogito Tech LLC, Deep Systems, and Playment, Inc.

Strategies deployed in Data Annotation Tools Market

May-2021: Labelbox teamed up with Databricks, an enterprise software company. Together, the companies announced the features for teams to develop unstructured data for AI and analytics in Databricks. By integrating Databricks and Labelbox, users get an end-to-end surrounding for unstructured data workflows, a query engine developed around Delta Lake, quick annotation tools, and a strong Machine Learning compute environment.

Feb-2021: Appen Limited introduced the new & improved capabilities. These capabilities aimed to make sure that autonomous vehicle manufacturers get access to high-quality training data and can attain the most value from their training data investment.

Feb-2021: Google Cloud formed a partnership with NextBillion AI, an industry-leading startup in mapping platforms. The partnership aims to enhance time-to-market for hyperlocal AI solutions by operating datasets & algorithms on Cloud Storage & Cloud SQL to reduce the operational overheads with Google Kubernetes Engine.

Dec-2020: Labelbox came into partnership with TensorFlow, a free and open-source software library for machine learning. Under this collaboration, the TensorFlow team would enable more teams to boost their ML projects. It consists of regularly sharing insights & product feedback and also working together to carry out improvements and advancements, which especially fulfil enterprise ML requirements.

Aug-2020: Appen came into partnership with the World Economic Forum. Under this partnership, Appen would collaborate with key leaders to introduce the new standards in shaping the Future of Technology Governance Artificial Intelligence and Machine Learning platform that enables global footprint and guidepost for better training data collection and development over nations and industries.

May-2020: Labelbox entered into a partnership with Carahsoft Technology. In this partnership, Carahsoft would serve as Labelbox's Master Government Aggregator that makes the company's platform accessible via Carahsoft's NASA Solutions for Enterprise-Wide Procurement (SEWP) contracts & reseller partners.

Dec-2019: Appen Limited unveiled the Appen Secure Workspace Solution. This solution offers the correct combination of technology, people, and procedure to make sure that projects including sensitive data can be annotated by a global crowd safely.

Sep-2019: Amazon launched the Topical Chat Dataset, a text-based collection of more than 235,000 utterances. This launch enables innovative research in knowledge-grounded neural response-generation systems by facing the hard challenges, which are not supported by other publicly accessible datasets.

Apr-2019: Appen Limited acquired Figure Eight, a human-in-the-loop machine learning and artificial intelligence company. This acquisition aimed to combine Appen's skilled & diverse global workforce of more than 1 million global contractors with Figure Eight's industry-leading data annotation platform making strong training data capabilities developed to improve AI initiatives for a broad range of use cases.

Dec-2018: Scale AI formed a partnership with Ouster, a leading manufacturer of high-resolution lidar sensors, along with Playment. This partnership focused on swiftly boosting the incorporation of deep learning models in self-driving vehicles & other real-time robotics by resolving their biggest challenge accurate and multi-layer labelled training data.

Jul-2018: Google joined hands with Figure Eight, a platform that helps developers train, test and fine-tunes their machine learning models. This collaboration importantly turns Figure Eight into the de facto standard for making & annotating machine learning data for Google Cloud's AutoML service.

Nov-2017: Appen Limited entered into an agreement to acquire Leapforce, a leading provider of search relevance services with a highly automated and proprietary end-to-end technology platform. The combination of Leapforce's highly automated technology platform and Appen's 20+ year track record of providing high-quality, human-annotated data and the integrated crowd of almost 1.2 million workforces would enable scalability, automation, and efficiency enhancements to offer better quality, responsiveness and value to clients across the globe.

Scope of the Study

Market Segments covered in the Report:

By Type

  • Text
  • Image/Video
  • Audio

By Annotation Type

  • Manual
  • Semi-supervised
  • Automatic

By Industry

  • IT
  • Automotive
  • Retail
  • Healthcare
  • Financial Services
  • Government
  • 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

  • Google, Inc.
  • Amazon.com, Inc.
  • Uber Technologies, Inc. (Mighty AI, Inc.)
  • Appen Limited
  • Scale AI, Inc.
  • Labelbox, Inc.
  • Annotate Software
  • Cogito Tech LLC
  • Deep Systems
  • Playment, Inc.

Unique Offerings from KBV Research

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  • 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 Annotation Tools Market, by Type
    • 1.4.2 Global Data Annotation Tools Market, by Annotation Type
    • 1.4.3 Global Data Annotation Tools Market, by Industry
    • 1.4.4 Global Data Annotation Tools Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
    • 2.1.2 Market Composition and Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Opportunities
    • 2.2.3 Market Restraints

Chapter 3. Global Data Annotation Tools Market by Industry

  • 3.1 Global IT Data Annotation Tools Market by Region
  • 3.2 Global Automotive Data Annotation Tools Market by Region
  • 3.3 Global Retail Data Annotation Tools Market by Region
  • 3.4 Global Healthcare Data Annotation Tools Market by Region
  • 3.5 Global Financial Services Data Annotation Tools Market by Region
  • 3.6 Global Government Data Annotation Tools Market by Region
  • 3.7 Global Other Industry Data Annotation Tools Market by Region

Chapter 4. Global Data Annotation Tools Market by Type

  • 4.1 Global Data Annotation Tools Text Market by Region
  • 4.2 Global Data Annotation Tools Image/Video Market by Region
  • 4.3 Global Data Annotation Tools Audio Market by Region

Chapter 5. Global Data Annotation Tools Market by Annotation Type

  • 5.1 Global Manual Data Annotation Tools Market by Region
  • 5.2 Global Semi-supervised Data Annotation Tools Market by Region
  • 5.3 Global Automatic Data Annotation Tools Market by Region

Chapter 6. Global Data Annotation Tools Market by Region

  • 6.1 North America Data Annotation Tools Market
    • 6.1.1 North America Data Annotation Tools Market by Industry
      • 6.1.1.1 North America IT Data Annotation Tools Market by Country
      • 6.1.1.2 North America Automotive Data Annotation Tools Market by Country
      • 6.1.1.3 North America Retail Data Annotation Tools Market by Country
      • 6.1.1.4 North America Healthcare Data Annotation Tools Market by Country
      • 6.1.1.5 North America Financial Services Data Annotation Tools Market by Country
      • 6.1.1.6 North America Government Data Annotation Tools Market by Country
      • 6.1.1.7 North America Other Industry Data Annotation Tools Market by Country
    • 6.1.2 North America Data Annotation Tools Market by Type
      • 6.1.2.1 North America Data Annotation Tools Text Market by Country
      • 6.1.2.2 North America Data Annotation Tools Image/Video Market by Country
      • 6.1.2.3 North America Data Annotation Tools Audio Market by Country
    • 6.1.3 North America Data Annotation Tools Market by Annotation Type
      • 6.1.3.1 North America Manual Data Annotation Tools Market by Country
      • 6.1.3.2 North America Semi-supervised Data Annotation Tools Market by Country
      • 6.1.3.3 North America Automatic Data Annotation Tools Market by Country
    • 6.1.4 North America Data Annotation Tools Market by Country
      • 6.1.4.1 US Data Annotation Tools Market
        • 6.1.4.1.1 US Data Annotation Tools Market by Industry
        • 6.1.4.1.2 US Data Annotation Tools Market by Type
        • 6.1.4.1.3 US Data Annotation Tools Market by Annotation Type
      • 6.1.4.2 Canada Data Annotation Tools Market
        • 6.1.4.2.1 Canada Data Annotation Tools Market by Industry
        • 6.1.4.2.2 Canada Data Annotation Tools Market by Type
        • 6.1.4.2.3 Canada Data Annotation Tools Market by Annotation Type
      • 6.1.4.3 Mexico Data Annotation Tools Market
        • 6.1.4.3.1 Mexico Data Annotation Tools Market by Industry
        • 6.1.4.3.2 Mexico Data Annotation Tools Market by Type
        • 6.1.4.3.3 Mexico Data Annotation Tools Market by Annotation Type
      • 6.1.4.4 Rest of North America Data Annotation Tools Market
        • 6.1.4.4.1 Rest of North America Data Annotation Tools Market by Industry
        • 6.1.4.4.2 Rest of North America Data Annotation Tools Market by Type
        • 6.1.4.4.3 Rest of North America Data Annotation Tools Market by Annotation Type
  • 6.2 Europe Data Annotation Tools Market
    • 6.2.1 Europe Data Annotation Tools Market by Industry
      • 6.2.1.1 Europe IT Data Annotation Tools Market by Country
      • 6.2.1.2 Europe Automotive Data Annotation Tools Market by Country
      • 6.2.1.3 Europe Retail Data Annotation Tools Market by Country
      • 6.2.1.4 Europe Healthcare Data Annotation Tools Market by Country
      • 6.2.1.5 Europe Financial Services Data Annotation Tools Market by Country
      • 6.2.1.6 Europe Government Data Annotation Tools Market by Country
      • 6.2.1.7 Europe Other Industry Data Annotation Tools Market by Country
    • 6.2.2 Europe Data Annotation Tools Market by Type
      • 6.2.2.1 Europe Data Annotation Tools Text Market by Country
      • 6.2.2.2 Europe Data Annotation Tools Image/Video Market by Country
      • 6.2.2.3 Europe Data Annotation Tools Audio Market by Country
    • 6.2.3 Europe Data Annotation Tools Market by Annotation Type
      • 6.2.3.1 Europe Manual Data Annotation Tools Market by Country
      • 6.2.3.2 Europe Semi-supervised Data Annotation Tools Market by Country
      • 6.2.3.3 Europe Automatic Data Annotation Tools Market by Country
    • 6.2.4 Europe Data Annotation Tools Market by Country
      • 6.2.4.1 Germany Data Annotation Tools Market
        • 6.2.4.1.1 Germany Data Annotation Tools Market by Industry
        • 6.2.4.1.2 Germany Data Annotation Tools Market by Type
        • 6.2.4.1.3 Germany Data Annotation Tools Market by Annotation Type
      • 6.2.4.2 UK Data Annotation Tools Market
        • 6.2.4.2.1 UK Data Annotation Tools Market by Industry
        • 6.2.4.2.2 UK Data Annotation Tools Market by Type
        • 6.2.4.2.3 UK Data Annotation Tools Market by Annotation Type
      • 6.2.4.3 France Data Annotation Tools Market
        • 6.2.4.3.1 France Data Annotation Tools Market by Industry
        • 6.2.4.3.2 France Data Annotation Tools Market by Type
        • 6.2.4.3.3 France Data Annotation Tools Market by Annotation Type
      • 6.2.4.4 Russia Data Annotation Tools Market
        • 6.2.4.4.1 Russia Data Annotation Tools Market by Industry
        • 6.2.4.4.2 Russia Data Annotation Tools Market by Type
        • 6.2.4.4.3 Russia Data Annotation Tools Market by Annotation Type
      • 6.2.4.5 Spain Data Annotation Tools Market
        • 6.2.4.5.1 Spain Data Annotation Tools Market by Industry
        • 6.2.4.5.2 Spain Data Annotation Tools Market by Type
        • 6.2.4.5.3 Spain Data Annotation Tools Market by Annotation Type
      • 6.2.4.6 Italy Data Annotation Tools Market
        • 6.2.4.6.1 Italy Data Annotation Tools Market by Industry
        • 6.2.4.6.2 Italy Data Annotation Tools Market by Type
        • 6.2.4.6.3 Italy Data Annotation Tools Market by Annotation Type
      • 6.2.4.7 Rest of Europe Data Annotation Tools Market
        • 6.2.4.7.1 Rest of Europe Data Annotation Tools Market by Industry
        • 6.2.4.7.2 Rest of Europe Data Annotation Tools Market by Type
        • 6.2.4.7.3 Rest of Europe Data Annotation Tools Market by Annotation Type
  • 6.3 Asia Pacific Data Annotation Tools Market
    • 6.3.1 Asia Pacific Data Annotation Tools Market by Industry
      • 6.3.1.1 Asia Pacific IT Data Annotation Tools Market by Country
      • 6.3.1.2 Asia Pacific Automotive Data Annotation Tools Market by Country
      • 6.3.1.3 Asia Pacific Retail Data Annotation Tools Market by Country
      • 6.3.1.4 Asia Pacific Healthcare Data Annotation Tools Market by Country
      • 6.3.1.5 Asia Pacific Financial Services Data Annotation Tools Market by Country
      • 6.3.1.6 Asia Pacific Government Data Annotation Tools Market by Country
      • 6.3.1.7 Asia Pacific Other Industry Data Annotation Tools Market by Country
    • 6.3.2 Asia Pacific Data Annotation Tools Market by Type
      • 6.3.2.1 Asia Pacific Data Annotation Tools Text Market by Country
      • 6.3.2.2 Asia Pacific Data Annotation Tools Image/Video Market by Country
      • 6.3.2.3 Asia Pacific Data Annotation Tools Audio Market by Country
    • 6.3.3 Asia Pacific Data Annotation Tools Market by Annotation Type
      • 6.3.3.1 Asia Pacific Manual Data Annotation Tools Market by Country
      • 6.3.3.2 Asia Pacific Semi-supervised Data Annotation Tools Market by Country
      • 6.3.3.3 Asia Pacific Automatic Data Annotation Tools Market by Country
    • 6.3.4 Asia Pacific Data Annotation Tools Market by Country
      • 6.3.4.1 China Data Annotation Tools Market
        • 6.3.4.1.1 China Data Annotation Tools Market by Industry
        • 6.3.4.1.2 China Data Annotation Tools Market by Type
        • 6.3.4.1.3 China Data Annotation Tools Market by Annotation Type
      • 6.3.4.2 Japan Data Annotation Tools Market
        • 6.3.4.2.1 Japan Data Annotation Tools Market by Industry
        • 6.3.4.2.2 Japan Data Annotation Tools Market by Type
        • 6.3.4.2.3 Japan Data Annotation Tools Market by Annotation Type
      • 6.3.4.3 India Data Annotation Tools Market
        • 6.3.4.3.1 India Data Annotation Tools Market by Industry
        • 6.3.4.3.2 India Data Annotation Tools Market by Type
        • 6.3.4.3.3 India Data Annotation Tools Market by Annotation Type
      • 6.3.4.4 South Korea Data Annotation Tools Market
        • 6.3.4.4.1 South Korea Data Annotation Tools Market by Industry
        • 6.3.4.4.2 South Korea Data Annotation Tools Market by Type
        • 6.3.4.4.3 South Korea Data Annotation Tools Market by Annotation Type
      • 6.3.4.5 Singapore Data Annotation Tools Market
        • 6.3.4.5.1 Singapore Data Annotation Tools Market by Industry
        • 6.3.4.5.2 Singapore Data Annotation Tools Market by Type
        • 6.3.4.5.3 Singapore Data Annotation Tools Market by Annotation Type
      • 6.3.4.6 Malaysia Data Annotation Tools Market
        • 6.3.4.6.1 Malaysia Data Annotation Tools Market by Industry
        • 6.3.4.6.2 Malaysia Data Annotation Tools Market by Type
        • 6.3.4.6.3 Malaysia Data Annotation Tools Market by Annotation Type
      • 6.3.4.7 Rest of Asia Pacific Data Annotation Tools Market
        • 6.3.4.7.1 Rest of Asia Pacific Data Annotation Tools Market by Industry
        • 6.3.4.7.2 Rest of Asia Pacific Data Annotation Tools Market by Type
        • 6.3.4.7.3 Rest of Asia Pacific Data Annotation Tools Market by Annotation Type
  • 6.4 LAMEA Data Annotation Tools Market
    • 6.4.1 LAMEA Data Annotation Tools Market by Industry
      • 6.4.1.1 LAMEA IT Data Annotation Tools Market by Country
      • 6.4.1.2 LAMEA Automotive Data Annotation Tools Market by Country
      • 6.4.1.3 LAMEA Retail Data Annotation Tools Market by Country
      • 6.4.1.4 LAMEA Healthcare Data Annotation Tools Market by Country
      • 6.4.1.5 LAMEA Financial Services Data Annotation Tools Market by Country
      • 6.4.1.6 LAMEA Government Data Annotation Tools Market by Country
      • 6.4.1.7 LAMEA Other Industry Data Annotation Tools Market by Country
    • 6.4.2 LAMEA Data Annotation Tools Market by Type
      • 6.4.2.1 LAMEA Data Annotation Tools Text Market by Country
      • 6.4.2.2 LAMEA Data Annotation Tools Image/Video Market by Country
      • 6.4.2.3 LAMEA Data Annotation Tools Audio Market by Country
    • 6.4.3 LAMEA Data Annotation Tools Market by Annotation Type
      • 6.4.3.1 LAMEA Manual Data Annotation Tools Market by Country
      • 6.4.3.2 LAMEA Semi-supervised Data Annotation Tools Market by Country
      • 6.4.3.3 LAMEA Automatic Data Annotation Tools Market by Country
    • 6.4.4 LAMEA Data Annotation Tools Market by Country
      • 6.4.4.1 Brazil Data Annotation Tools Market
        • 6.4.4.1.1 Brazil Data Annotation Tools Market by Industry
        • 6.4.4.1.2 Brazil Data Annotation Tools Market by Type
        • 6.4.4.1.3 Brazil Data Annotation Tools Market by Annotation Type
      • 6.4.4.2 Argentina Data Annotation Tools Market
        • 6.4.4.2.1 Argentina Data Annotation Tools Market by Industry
        • 6.4.4.2.2 Argentina Data Annotation Tools Market by Type
        • 6.4.4.2.3 Argentina Data Annotation Tools Market by Annotation Type
      • 6.4.4.3 UAE Data Annotation Tools Market
        • 6.4.4.3.1 UAE Data Annotation Tools Market by Industry
        • 6.4.4.3.2 UAE Data Annotation Tools Market by Type
        • 6.4.4.3.3 UAE Data Annotation Tools Market by Annotation Type
      • 6.4.4.4 Saudi Arabia Data Annotation Tools Market
        • 6.4.4.4.1 Saudi Arabia Data Annotation Tools Market by Industry
        • 6.4.4.4.2 Saudi Arabia Data Annotation Tools Market by Type
        • 6.4.4.4.3 Saudi Arabia Data Annotation Tools Market by Annotation Type
      • 6.4.4.5 South Africa Data Annotation Tools Market
        • 6.4.4.5.1 South Africa Data Annotation Tools Market by Industry
        • 6.4.4.5.2 South Africa Data Annotation Tools Market by Type
        • 6.4.4.5.3 South Africa Data Annotation Tools Market by Annotation Type
      • 6.4.4.6 Nigeria Data Annotation Tools Market
        • 6.4.4.6.1 Nigeria Data Annotation Tools Market by Industry
        • 6.4.4.6.2 Nigeria Data Annotation Tools Market by Type
        • 6.4.4.6.3 Nigeria Data Annotation Tools Market by Annotation Type
      • 6.4.4.7 Rest of LAMEA Data Annotation Tools Market
        • 6.4.4.7.1 Rest of LAMEA Data Annotation Tools Market by Industry
        • 6.4.4.7.2 Rest of LAMEA Data Annotation Tools Market by Type
        • 6.4.4.7.3 Rest of LAMEA Data Annotation Tools Market by Annotation Type

Chapter 7. Company Profiles

  • 7.1 Google, Inc.
    • 7.1.1 Company Overview
    • 7.1.2 Financial Analysis
    • 7.1.3 Segmental and Regional Analysis
    • 7.1.4 Research & Development Expense
    • 7.1.5 Recent strategies and developments:
      • 7.1.5.1 Partnerships, Collaborations, and Agreements:
    • 7.1.6 SWOT Analysis
  • 7.2 Amazon.com, Inc.
    • 7.2.1 Company Overview
    • 7.2.2 Financial Analysis
    • 7.2.3 Segmental and Regional Analysis
    • 7.2.4 Recent strategies and developments:
      • 7.2.4.1 Product Launches and Product Expansions:
    • 7.2.5 SWOT Analysis
  • 7.3 Uber Technologies, Inc. (Mighty AI, Inc.)
    • 7.3.1 Company Overview
    • 7.3.2 Financial Analysis
    • 7.3.3 Segmental and Regional Analysis
    • 7.3.4 Research & Development Expense
  • 7.4 Appen Limited
    • 7.4.1 Company Overview
    • 7.4.2 Financial Analysis
    • 7.4.3 Segmental and Regional Analysis
    • 7.4.4 Recent strategies and developments:
      • 7.4.4.1 Partnerships, Collaborations, and Agreements:
      • 7.4.4.2 Product Launches and Product Expansions:
      • 7.4.4.3 Acquisition and Mergers:
  • 7.5 Scale AI, Inc.
    • 7.5.1 Company Overview
    • 7.5.2 Recent strategies and developments:
      • 7.5.2.1 Partnerships, Collaborations, and Agreements:
  • 7.6 Labelbox, Inc.
    • 7.6.1 Company overview
    • 7.6.2 Recent strategies and developments:
      • 7.6.2.1 Partnerships, Collaborations, and Agreements:
  • 7.7 Annotate Software
    • 7.7.1 Company Overview
  • 7.8 Cogito Tech LLC
    • 7.8.1 Company Overview
  • 7.9 Deep Systems
    • 7.9.1 Company Overview
  • 7.10. Playment, Inc.
    • 7.10.1 Company Overview