Label Studio
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A flexible open-source tool for labeling text, images, audio, video and time series.
About Snorkel AI
Snorkel AI grew out of a Stanford research project on weak supervision. Its core idea is that, instead of labeling every example by hand, experts write rules and use models to label data programmatically, then clean up the noise.
Today the company focuses on helping enterprises build high-quality datasets for evaluating and tuning language models for specific jobs. Its platform supports data curation, labeling and evaluation, and it also provides expert-sourced data.
Snorkel is a paid enterprise product with custom pricing. It is aimed at organizations that need specialized AI and have domain experts to draw on.
Standout features
- Programmatic labeling
- Expert data development
- Model evaluation
- Data curation
- Enterprise platform
- Domain specialization
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