Categories
Eight areas that reflect how AI teams source training data. A listing can belong to more than one.
Speech & Audio
Conversational, read and spontaneous speech, with transcripts.
Conversational AI · Speech recognition · LLM pre-training
1,727
Video & Physical AI
Video, egocentric capture, LiDAR and robotics data.
Robotics & embodied AI · Object detection · Evaluation & benchmarking
302
Text & Language
Corpora for pre-training, fine-tuning and evaluation.
Conversational AI · Fine-tuning & instruction data · Speech recognition
776
Image & Computer Vision
Annotated images for detection, segmentation and OCR.
Document understanding & OCR · Object detection · LLM pre-training
591
Healthcare & Life Sciences
Clinical text, medical imaging and patient conversations.
Clinical NLP · Conversational AI · Medical imaging
225
Finance & Business
Financial documents, enterprise and customer-service data.
Speech recognition · Conversational AI · Sentiment & opinion analysis
663
Code & Software
Source code, repositories and developer interactions.
Code generation · Fine-tuning & instruction data · Sentiment & opinion analysis
20
Multimodal & Agent Training
Combined modalities, trajectories and tool-use data.
Fine-tuning & instruction data · Conversational AI · Speech recognition
159
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