doccano
6.7#5 in ai data labeling toolsFree planFree planAndroidiOSWebAPI
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| Fact | doccano | Label Studio |
|---|---|---|
| Purpose | doccano is an open-source text annotation tool for humans and machine-learning practitioners. | Label Studio is an open source data labeling tool for labeling multiple data types and connecting machine learning models for predictions or active learning. |
doccano suits teams and practitioners who need to label datasets collaboratively, including for classification, entity recognition, or summarization. It also fits users who want self-hosting and API-based integration with scripts or models.
It suits teams preparing labeled datasets across several media types, from individual community users to organizations needing managed cloud or on-prem deployment. Developers can use its APIs, Python SDK, and webhooks to connect labeling work to other systems.