Snorkel AI
Snorkel AI 做的是企业侧的专家数据开发：与其雇人一条条手标，不如让懂业务的人写标注函数和规则，用程序把标注规模化，再拿少量人工校对兜住质量，最后用它微调或评测模型。平台带数据切片、错误分析与迭代视图，适合数据敏感、拿不到公开数据集的大机构把内部知识变成训练数据。 🔗 文档: https://docs.snorkel.ai
Snorkel AI sells expert data development for enterprises: instead of paying people to label one row at a time, domain experts write labelling functions and rules that scale annotation programmatically, a small human review set guards quality, and the output fine-tunes or evaluates the model. The platform adds data slicing, error analysis and iteration views, which fits large organisations with sensitive data turning internal knowledge into training sets. 🔗 Docs: https://docs.snorkel.ai
📋 Product Info
🎯 Why This Tool
Snorkel AI belongs to the Developer Tools category on hedirbase. Tagged with: 训练数据,程序化标注,企业AI,数据开发.
Snorkel AI sells expert data development for enterprises: instead of paying people to label one row at a time, domain experts write labelling functions and rules that scale annotation programmatically