List of Tables
Table 1 AI Training Dataset Market Detailed Segmentation
Table 2 USD Exchange Rate, 2019-2023
Table 3 Primary Interviews
Table 4 Factor Analysis
Table 5 AI Training Dataset Market Size and Growth Rate, 2019-2023 (USD Million, Y-O-Y %)
Table 6 AI Training Dataset Market Size and Growth Rate, 2024-2029 (USD Million, Y-O-Y %)
Table 7 Role of Companies in Ecosystem
Table 8 North America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 9 Europe: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 10 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 11 Middle East & Africa: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 12 Latin America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 13 Patents Filed, 2015-2024
Table 14 List of Few Patents in AI Training Dataset Market, 2022-2024
Table 15 Pricing Data of AI Training Datasets, by Offering
Table 16 Pricing Data of AI Training Datasets, by Product Type
Table 17 AI Training Dataset Market: Detailed List of Conferences and Events, 2024-2025
Table 18 Impact of Porter's Five Forces on AI Training Dataset Market
Table 19 Influence of Stakeholders on Buying Process for Top Three End-users
Table 20 Key Buying Criteria for Top Three End-users
Table 21 AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 22 AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 23 Dataset Creation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 24 Dataset Creation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 25 Dataset Selling: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 26 Dataset Selling: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 27 AI Training Dataset Market, by Dataset Creation, 2019-2023 (USD Million)
Table 28 AI Training Dataset Market, by Dataset Creation, 2024-2029 (USD Million)
Table 29 Dataset Creation Software: AI Training Dataset Market, by Software Type, 2019-2023 (USD Million)
Table 30 Dataset Creation Software: AI Training Dataset Market, by Software Type, 2024-2029 (USD Million)
Table 31 Data Collection Software: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 32 Data Collection: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 33 Web Scraping Tools: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 34 Web Scraping Tools: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 35 Data Sourcing API: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 36 Data Sourcing API: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 37 Crowdsourcing Platforms: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 38 Crowdsourcing Platforms: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 39 Sensor Data Collection Software: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 40 Sensor Data Collection Software: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 41 Data Labeling & Annotation Software: AI Training Dataset Market, By Type, 2019-2023 (USD Million)
Table 42 Data Labeling & Annotation: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 43 Image Annotation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 44 Image Annotation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 45 Text Annotation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 46 Text Annotation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 47 Video Annotation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 48 Video Annotation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 49 Audio Annotation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 50 Audio Annotation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 51 3D Data Annotation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 52 3D Data Annotation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 53 Synthetic Data Generation Software: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 54 Synthetic Data Generation Software: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 55 Data Augmentation Software: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 56 Data Augmentation Software: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 57 Dataset Creation Services: AI Training Dataset Market, by Service Type, 2019-2023 (USD Million)
Table 58 Dataset Creation Services: AI Training Dataset Market, by Service Type, 2024-2029 (USD Million)
Table 59 Data Collection Services: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 60 Data Collection Services: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 61 Data Annotation & Labeling Services: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 62 Data Annotation & Labeling Services: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 63 Data Validation Services: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 64 Data Validation Services: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 65 AI Training Dataset Market, by Dataset Selling, 2019-2023 (USD Million)
Table 66 AI Training Dataset Market, by Dataset Selling, 2024-2029 (USD Million)
Table 67 Off-The-Shelf (Ots) Datasets: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 68 Off-The-Shelf (Ots) Datasets: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 69 Dataset Marketplaces: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 70 Dataset Marketplaces: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 71 AI Training Dataset Market, by Annotation Type, 2019-2023 (USD Million)
Table 72 AI Training Dataset Market, by Annotation Type, 2024-2029 (USD Million)
Table 73 Pre-Labeled Datasets: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 74 Pre-Labeled Datasets: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 75 Unlabeled Datasets: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 76 Unlabeled Datasets: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 77 Synthetic Datasets: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 78 Synthetic Datasets: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 79 AI Training Dataset Market, by Data Modality, 2019-2023 (USD Million)
Table 80 AI Training Dataset Market, by Data Modality, 2024-2029 (USD Million)
Table 81 Text: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 82 Text: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 83 Text Classification: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 84 Text Classification: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 85 Chatbots: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 86 Chatbots: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 87 Sentiment Analysis: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 88 Sentiment Analysis: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 89 Document Parsing: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 90 Document Parsing: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 91 Other Text Data Modalities: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 92 Other Text Data Modalities: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 93 Image: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 94 Image: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 95 Object Detection: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 96 Object Detection: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 97 Facial Recognition: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 98 Facial Recognition: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 99 Medical Imaging: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 100 Medical Imaging: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 101 Satellite Imagery: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 102 Satellite Imagery: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 103 Other Image Data Modalities: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 104 Other Image Data Modalities: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 105 Audio & Speech: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 106 Audio & Speech: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 107 Speech Recognition: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 108 Speech Recognition: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 109 Audio Classification: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 110 Audio Classification: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 111 Music Generation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 112 Music Generation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 113 Voice Synthesis: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 114 Voice Synthesis: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 115 Other Audio & Speech Data Modalities: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 116 Other Audio & Speech Data Modalities: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 117 Video: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 118 Video: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 119 Action Recognition: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 120 Action Recognition: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 121 Autonomous Driving: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 122 Autonomous Driving: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 123 Video Surveillance: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 124 Video Surveillance: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 125 Video Content Moderation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 126 Video Content Moderation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 127 Other Video Data Modalities: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 128 Other Video Data Modalities: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 129 Multimodal: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 130 Multimodal: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 131 Speech-To-Text: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 132 Speech-To-Text: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 133 Content Recommendation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 134 Content Recommendation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 135 Visual Question Answering (Vqa): AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 136 Visual Question Answering (Vqa): AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 137 Multimodal Analytics: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 138 Multimodal Analytics: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 139 Other Multimodalities: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 140 Other Multimodalities: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 141 AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 142 AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 143 Generative AI: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 144 Generative AI: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 145 Llm Evaluation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 146 Llm Evaluation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 147 Rag Optimization: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 148 Rag Optimization: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 149 Llm Fine Tuning: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 150 Llm Fine Tuning: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 151 Conversational Agents: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 152 Conversational Agents: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 153 Content Creation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 154 Content Creation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 155 Code Generation: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 156 Code Generation: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 157 Other Generative AI: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 158 Others: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 159 Other AI: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 160 Other AI: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 161 Natural Language Processing: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 162 Natural Language Processing: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 163 Text Classification: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 164 Text Classification: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 165 Named Entity Recognition (Ner): AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 166 Named Entity Recognition (Ner): AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 167 Sentiment Analysis: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 168 Sentiment Analysis: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 169 Document Parsing and Extraction: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 170 Document Parsing and Extraction: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 171 Computer Vision: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 172 Computer Vision: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 173 Image Classification: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 174 Image Classification: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 175 Object Detection: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 176 Object Detection: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 177 Video Analysis: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 178 Video Analysis: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 179 Optical Character Recognition (Ocr): AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 180 Optical Character Recognition (Ocr): AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 181 Predictive Analytics: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 182 Predictive Analytics: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 183 Time Series Forecasting: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 184 Time Series Forecasting: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 185 Anomaly Detection: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 186 Anomaly Detection: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 187 Customer Behavior Prediction: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 188 Customer Behavior Prediction: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 189 Risk Scoring and Management: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 190 Risk Scoring and Management: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 191 Recommendation Systems: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 192 Recommendation Systems: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 193 Product and Content Recommendations: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 194 Product and Content Recommendations: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 195 Personalized Marketing and Ads: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 196 Personalized Marketing and Ads: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 197 Collaborative Filtering: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 198 Collaborative Filtering: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 199 Speech and Audio Processing: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 200 Speech and Audio Processing: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 201 Speech Recognition: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 202 Speech Recognition: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 203 Audio Classification: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 204 Audio Classification: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 205 Voice Command Recognition: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 206 Voice Command Recognition: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 207 Speech-To-Text Transcription: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 208 Speech-To-Text Transcription: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 209 Other Types: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 210 Other Types: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 211 AI Training Dataset Market, by End-user, 2019-2023 (USD Million)
Table 212 AI Training Dataset Market, by End-user, 2024-2029 (USD Million)
Table 213 Bfsi: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 214 Bfsi: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 215 Banking: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 216 Banking: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 217 Financial Services: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 218 Financial Services: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 219 Insurance: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 220 Insurance: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 221 Telecommunications: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 222 Telecommunications: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 223 Government & Defense: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 224 Government & Defense: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 225 Healthcare & Life Sciences: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 226 Healthcare & Life Sciences: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 227 Manufacturing: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 228 Manufacturing: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 229 Retail & Consumer Goods: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 230 Retail & Consumer Goods: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 231 Software & Technology Providers: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 232 Software & Technology Providers: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 233 Cloud Hyperscalers: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 234 Cloud Hyperscalers: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 235 Foundation Model/Llm Providers: AI Training Dataset Market, By Region, 2019-2023 (USD Million)
Table 236 Foundation Model/Llm Providers: AI Training Dataset Market, By Region, 2024-2029 (USD Million)
Table 237 AI Technology Providers: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 238 AI Technology Providers: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 239 IT & IT-Enabled Service Providers: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 240 IT & IT-Enabled Service Providers: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 241 Automotive: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 242 Automotive: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 243 Media & Entertainment: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 244 Media & Entertainment: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 245 Other End-users: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 246 Other End-users: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 247 AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 248 AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 249 North America: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 250 North America: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 251 North America: AI Training Dataset Market, by Dataset Creation, 2019-2023 (USD Million)
Table 252 North America: AI Training Dataset Market, by Dataset Creation, 2024-2029 (USD Million)
Table 253 North America: AI Training Dataset Market, by Dataset Creation Software, 2019-2023 (USD Million)
Table 254 North America: AI Training Dataset Market, by Dataset Creation Software, 2024-2029 (USD Million)
Table 255 North America: AI Training Dataset Market, by Dataset Creation Service, 2019-2023 (USD Million)
Table 256 North America: AI Training Dataset Market, by Dataset Creation Service, 2024-2029 (USD Million)
Table 257 North America: AI Training Dataset Market, by Dataset Selling, 2019-2023 (USD Million)
Table 258 North America: AI Training Dataset Market, by Dataset Selling, 2024-2029 (USD Million)
Table 259 North America: AI Training Dataset Market, by Annotation Type, 2019-2023 (USD Million)
Table 260 North America: AI Training Dataset Market, by Annotation Type, 2024-2029 (USD Million)
Table 261 North America: AI Training Dataset Market, by Data Modality, 2019-2023 (USD Million)
Table 262 North America: AI Training Dataset Market, by Data Modality, 2024-2029 (USD Million)
Table 263 North America: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 264 North America: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 265 North America: AI Training Dataset Market, by Generative AI, 2019-2023 (USD Million)
Table 266 North America: AI Training Dataset Market, by Generative AI, 2024-2029 (USD Million)
Table 267 North America: AI Training Dataset Market, by Other AI, 2019-2023 (USD Million)
Table 268 North America: AI Training Dataset Market, by Other AI, 2024-2029 (USD Million)
Table 269 North America: AI Training Dataset Market, by End-user, 2019-2023 (USD Million)
Table 270 North America: AI Training Dataset Market, by End-user, 2024-2029 (USD Million)
Table 271 North America: AI Training Dataset Market, by Country, 2019-2023 (USD Million)
Table 272 North America: AI Training Dataset Market, by Country, 2024-2029 (USD Million)
Table 273 US: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 274 US: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 275 Canada: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 276 Canada: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 277 Europe: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 278 Europe: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 279 Europe: AI Training Dataset Market, by Dataset Creation, 2019-2023 (USD Million)
Table 280 Europe: AI Training Dataset Market, by Dataset Creation, 2024-2029 (USD Million)
Table 281 Europe: AI Training Dataset Market, by Dataset Creation Software, 2019-2023 (USD Million)
Table 282 Europe: AI Training Dataset Market, by Dataset Creation Software, 2024-2029 (USD Million)
Table 283 Europe: AI Training Dataset Market, by Dataset Creation Service, 2019-2023 (USD Million)
Table 284 Europe: AI Training Dataset Market, by Dataset Creation Service, 2024-2029 (USD Million)
Table 285 Europe: AI Training Dataset Market, by Dataset Selling, 2019-2023 (USD Million)
Table 286 Europe: AI Training Dataset Market, by Dataset Selling, 2024-2029 (USD Million)
Table 287 Europe: AI Training Dataset Market, by Annotation Type, 2019-2023 (USD Million)
Table 288 Europe: AI Training Dataset Market, by Annotation Type, 2024-2029 (USD Million)
Table 289 Europe: AI Training Dataset Market, by Data Modality, 2019-2023 (USD Million)
Table 290 Europe: AI Training Dataset Market, by Data Modality, 2024-2029 (USD Million)
Table 291 Europe: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 292 Europe: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 293 Europe: AI Training Dataset Market, by Generative AI, 2019-2023 (USD Million)
Table 294 Europe: AI Training Dataset Market, by Generative AI, 2024-2029 (USD Million)
Table 295 Europe: AI Training Dataset Market, by Other AI, 2019-2023 (USD Million)
Table 296 Europe: AI Training Dataset Market, by Other AI, 2024-2029 (USD Million)
Table 297 Europe: AI Training Dataset Market, by End-user, 2019-2023 (USD Million)
Table 298 Europe: AI Training Dataset Market, by End-user, 2024-2029 (USD Million)
Table 299 Europe: AI Training Dataset Market, by Country, 2019-2023 (USD Million)
Table 300 Europe: AI Training Dataset Market, by Country, 2024-2029 (USD Million)
Table 301 UK: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 302 UK: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 303 Germany: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 304 Germany: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 305 France: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 306 France: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 307 Italy: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 308 Italy: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 309 Spain: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 310 Spain: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 311 Netherlands: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 312 Netherlands: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 313 Rest of Europe: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 314 Rest of Europe: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 315 Asia-Pacific: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 316 Asia-Pacific: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 317 Asia-Pacific: AI Training Dataset Market, by Dataset Creation, 2019-2023 (USD Million)
Table 318 Asia-Pacific: AI Training Dataset Market, by Dataset Creation, 2024-2029 (USD Million)
Table 319 Asia-Pacific: AI Training Dataset Market, by Dataset Creation Software, 2019-2023 (USD Million)
Table 320 Asia-Pacific: AI Training Dataset Market, by Dataset Creation Software, 2024-2029 (USD Million)
Table 321 Asia-Pacific: AI Training Dataset Market, by Dataset Creation Service, 2019-2023 (USD Million)
Table 322 Asia-Pacific: AI Training Dataset Market, by Dataset Creation Service, 2024-2029 (USD Million)
Table 323 Asia-Pacific: AI Training Dataset Market, by Dataset Selling, 2019-2023 (USD Million)
Table 324 Asia-Pacific: AI Training Dataset Market, by Dataset Selling, 2024-2029 (USD Million)
Table 325 Asia-Pacific: AI Training Dataset Market, by Annotation Type, 2019-2023 (USD Million)
Table 326 Asia-Pacific: AI Training Dataset Market, by Annotation Type, 2024-2029 (USD Million)
Table 327 Asia-Pacific: AI Training Dataset Market, by Data Modality, 2019-2023 (USD Million)
Table 328 Asia-Pacific: AI Training Dataset Market, by Data Modality, 2024-2029 (USD Million)
Table 329 Asia-Pacific: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 330 Asia-Pacific: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 331 Asia-Pacific: AI Training Dataset Market, by Generative AI, 2019-2023 (USD Million)
Table 332 Asia-Pacific: AI Training Dataset Market, by Generative AI, 2024-2029 (USD Million)
Table 333 Asia-Pacific: AI Training Dataset Market, by Other AI, 2019-2023 (USD Million)
Table 334 Asia-Pacific: AI Training Dataset Market, by Other AI, 2024-2029 (USD Million)
Table 335 Asia-Pacific: AI Training Dataset Market, by End-user, 2019-2023 (USD Million)
Table 336 Asia-Pacific: AI Training Dataset Market, by End-user, 2024-2029 (USD Million)
Table 337 Asia-Pacific: AI Training Dataset Market, by Country, 2019-2023 (USD Million)
Table 338 Asia-Pacific: AI Training Dataset Market, by Country, 2024-2029 (USD Million)
Table 339 China: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 340 China: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 341 Japan: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 342 Japan: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 343 India: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 344 India: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 345 South Korea: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 346 South Korea: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 347 Australia: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 348 Australia: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 349 Singapore: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 350 Singapore: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 351 Rest of Asia-Pacific: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 352 Rest of Asia-Pacific: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 353 Middle East & Africa: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 354 Middle East & Africa: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 355 Middle East & Africa: AI Training Dataset Market, by Dataset Creation, 2019-2023 (USD Million)
Table 356 Middle East & Africa: AI Training Dataset Market, by Dataset Creation, 2024-2029 (USD Million)
Table 357 Middle East & Africa: AI Training Dataset Market, by Dataset Creation Software, 2019-2023 (USD Million)
Table 358 Middle East & Africa: AI Training Dataset Market, by Dataset Creation Software, 2024-2029 (USD Million)
Table 359 Middle East & Africa: AI Training Dataset Market, by Dataset Creation Service, 2019-2023 (USD Million)
Table 360 Middle East & Africa: AI Training Dataset Market, by Dataset Creation Service, 2024-2029 (USD Million)
Table 361 Middle East & Africa: AI Training Dataset Market, by Dataset Selling, 2019-2023 (USD Million)
Table 362 Middle East & Africa: AI Training Dataset Market, by Dataset Selling, 2024-2029 (USD Million)
Table 363 Middle East & Africa: AI Training Dataset Market, by Annotation Type, 2019-2023 (USD Million)
Table 364 Middle East & Africa: AI Training Dataset Market, by Annotation Type, 2024-2029 (USD Million)
Table 365 Middle East & Africa: AI Training Dataset Market, by Data Modality, 2019-2023 (USD Million)
Table 366 Middle East & Africa: AI Training Dataset Market, by Data Modality, 2024-2029 (USD Million)
Table 367 Middle East & Africa: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 368 Middle East & Africa: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 369 Middle East & Africa: AI Training Dataset Market, by Generative AI, 2019-2023 (USD Million)
Table 370 Middle East & Africa: AI Training Dataset Market, by Generative AI, 2024-2029 (USD Million)
Table 371 Middle East & Africa: AI Training Dataset Market, by Other AI, 2019-2023 (USD Million)
Table 372 Middle East & Africa: AI Training Dataset Market, by Other AI, 2024-2029 (USD Million)
Table 373 Middle East & Africa: AI Training Dataset Market, by End-user, 2019-2023 (USD Million)
Table 374 Middle East & Africa: AI Training Dataset Market, by End-user, 2024-2029 (USD Million)
Table 375 Middle East & Africa: AI Training Dataset Market, by Region, 2019-2023 (USD Million)
Table 376 Middle East & Africa: AI Training Dataset Market, by Region, 2024-2029 (USD Million)
Table 377 Middle East: AI Training Dataset Market, by Country, 2019-2023 (USD Million)
Table 378 Middle East: AI Training Dataset Market, by Country, 2024-2029 (USD Million)
Table 379 UAE: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 380 UAE: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 381 Saudi Arabia: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 382 Saudi Arabia: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 383 Qatar: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 384 Qatar: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 385 Turkey: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 386 Turkey: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 387 Rest of Middle East: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 388 Rest of Middle East: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 389 Africa: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 390 Africa: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 391 Latin America: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 392 Latin America: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 393 Latin America: AI Training Dataset Market, by Dataset Creation, 2019-2023 (USD Million)
Table 394 Latin America: AI Training Dataset Market, by Dataset Creation, 2024-2029 (USD Million)
Table 395 Latin America: AI Training Dataset Market, by Dataset Creation Software, 2019-2023 (USD Million)
Table 396 Latin America: AI Training Dataset Market, by Dataset Creation Software, 2024-2029 (USD Million)
Table 397 Latin America: AI Training Dataset Market, by Dataset Creation Service, 2019-2023 (USD Million)
Table 398 Latin America: AI Training Dataset Market, by Dataset Creation Service, 2024-2029 (USD Million)
Table 399 Latin America: AI Training Dataset Market, by Dataset Selling, 2019-2023 (USD Million)
Table 400 Latin America: AI Training Dataset Market, by Dataset Selling, 2024-2029 (USD Million)
Table 401 Latin America: AI Training Dataset Market, by Annotation Type, 2019-2023 (USD Million)
Table 402 Latin America: AI Training Dataset Market, by Annotation Type, 2024-2029 (USD Million)
Table 403 Latin America: AI Training Dataset Market, by Data Modality, 2019-2023 (USD Million)
Table 404 Latin America: AI Training Dataset Market, by Data Modality, 2024-2029 (USD Million)
Table 405 Latin America: AI Training Dataset Market, by Type, 2019-2023 (USD Million)
Table 406 Latin America: AI Training Dataset Market, by Type, 2024-2029 (USD Million)
Table 407 Latin America: AI Training Dataset Market, by Generative AI, 2019-2023 (USD Million)
Table 408 Latin America: AI Training Dataset Market, by Generative AI, 2024-2029 (USD Million)
Table 409 Latin America: AI Training Dataset Market, by Other AI, 2019-2023 (USD Million)
Table 410 Latin America: AI Training Dataset Market, by Other AI, 2024-2029 (USD Million)
Table 411 Latin America: AI Training Dataset Market, by End-user, 2019-2023 (USD Million)
Table 412 Latin America: AI Training Dataset Market, by End-user, 2024-2029 (USD Million)
Table 413 Latin America: AI Training Dataset Market, by Country, 2019-2023 (USD Million)
Table 414 Latin America: AI Training Dataset Market, by Country, 2024-2029 (USD Million)
Table 415 Brazil: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 416 Brazil: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 417 Mexico: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 418 Mexico: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 419 Argentina: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 420 Argentina: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 421 Rest of Latin America: AI Training Dataset Market, by Offering, 2019-2023 (USD Million)
Table 422 Rest of Latin America: AI Training Dataset Market, by Offering, 2024-2029 (USD Million)
Table 423 AI Training Dataset Market: Degree of Competition
Table 424 AI Training Dataset Market: Region Footprint
Table 425 AI Training Dataset Market: Offering Footprint
Table 426 AI Training Dataset Market: Data Modality Footprint
Table 427 AI Training Dataset Market: End-user Footprint
Table 428 AI Training Dataset Market: Key Startups/SMEs
Table 429 AI Training Dataset Market: Competitive Benchmarking of Key Startups/SMEs
Table 430 AI Training Dataset Market: Product Launches and Enhancements, January 2021-October 2024
Table 431 AI Training Dataset Market: Deals, January 2021-October 2024
Table 432 Google: Company Overview
Table 433 Google: Products/Solutions/Services Offered
Table 434 Google: Product Launches and Enhancements
Table 435 Google: Deals
Table 436 Microsoft: Company Overview
Table 437 Microsoft: Products/Solutions/Services Offered
Table 438 Microsoft: Product Launches and Enhancements
Table 439 Aws: Company Overview
Table 440 Aws: Products/Solutions/Services Offered
Table 441 Aws: Product Launches and Enhancements
Table 442 Aws: Deals
Table 443 Appen: Company Overview
Table 444 Appen: Products/Solutions/Services Offered
Table 445 Appen: Product Launches and Enhancements
Table 446 Appen: Deals
Table 447 Nvidia: Company Overview
Table 448 Nvidia: Products/Solutions/Services Offered
Table 449 Nvidia: Product Launches and Enhancements
Table 450 IBM: Company Overview
Table 451 IBM: Products/Solutions/Services Offered
Table 452 Telus International: Company Overview
Table 453 Telus International: Products/Solutions/Services Offered
Table 454 Innodata: Company Overview
Table 455 Innodata: Products/Solutions/Services Offered
Table 456 Innodata: Product Launches and Enhancements
Table 457 Cogito Tech: Company Overview
Table 458 Cogito Tech: Products/Solutions/Services Offered
Table 459 Sama: Company Overview
Table 460 Sama: Products/Solutions/Services Offered
Table 461 Sama: Product Launches and Enhancements
Table 462 Data Annotation and Labeling Market, by Component, 2019-2021 (USD Million)
Table 463 Data Annotation and Labeling Market, by Component, 2022-2027 (USD Million)
Table 464 Data Annotation and Labeling Market, by Data Type, 2019-2021 (USD Million)
Table 465 Data Annotation and Labeling Market, by Data Type, 2022-2027 (USD Million)
Table 466 Data Annotation and Labeling Market, by Deployment Type, 2019-2021 (USD Million)
Table 467 Data Annotation and Labeling Market, by Deployment Type, 2022-2027 (USD Million)
Table 468 Data Annotation and Labeling Market, by Organization Size, 2019-2021 (USD Million)
Table 469 Data Annotation and Labeling Market, by Organization Size, 2022-2027 (USD Million)
Table 470 Data Annotation and Labeling Market, by Annotation Type, 2019-2021 (USD Million)
Table 471 Data Annotation and Labeling Market, by Annotation Type, 2022-2027 (USD Million)
Table 472 Data Annotation and Labeling Market, by Application, 2019-2021 (USD Million)
Table 473 Data Annotation and Labeling Market, by Application, 2022-2027 (USD Million)
Table 474 Data Annotation and Labeling Market, by Vertical, 2019-2021 (USD Million)
Table 475 Data Annotation and Labeling Market, by Vertical, 2022-2027 (USD Million)
Table 476 Data Annotation and Labeling Market, by Region, 2019-2021 (USD Million)
Table 477 Data Annotation and Labeling Market, by Region, 2022-2027 (USD Million)
Table 478 Synthetic Data Generation Market, by Offering, 2019-2022 (USD Million)
Table 479 Synthetic Data Generation Market, by Offering, 2023-2028 (USD Million)
Table 480 Synthetic Data Generation Market, by Data Type, 2019-2022 (USD Million)
Table 481 Synthetic Data Generation Market, by Data Type, 2023-2028 (USD Million)
Table 482 Synthetic Data Generation Market, by Application, 2019-2022 (USD Million)
Table 483 Synthetic Data Generation Market, by Application, 2023-2028 (USD Million)
Table 484 Synthetic Data Generation Market, by Vertical, 2019-2022 (USD Million)
Table 485 Synthetic Data Generation Market, by Vertical, 2023-2028 (USD Million)
Table 486 Synthetic Data Generation Market, by Region, 2019-2022 (USD Million)
Table 487 Synthetic Data Generation Market, by Region, 2023-2028 (USD Million)