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Alibaba Cloud PAI iTAG vs doccano

doccano

7.9#3 in ai data labeling toolsFree plan
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What both publish

FactAlibaba Cloud PAI iTAGdoccano
APIThe iTAG OpenAPI supports operations including listing, creating, updating, and deleting templates and labeling tasks.doccano provides REST APIs for integrating it with scripts and machine-learning models.
PurposeiTAG is PAI’s data labeling platform with built-in templates for images, text, video, audio, and multimodal data.doccano is an open-source text annotation tool for humans and machine-learning practitioners.
SupportThe iTAG overview points users to its FAQ and an Alibaba Cloud AI assistant for product, solution, and documentation questions.The documentation directs users who are stuck to the FAQ and says help and feedback can be sent to the author.

Alibaba Cloud PAI iTAG plans

  • iTAG manual labelingFree

doccano plans

  • doccano open-source self-hostedFree
  • MIT-licensed softwareFree

Pick Alibaba Cloud PAI iTAG if…

It may suit teams labeling multimodal datasets that can store their input in Alibaba Cloud OSS. The current availability status is especially relevant: new users face allowlist-only access to iTAG 1.0.

Pick doccano if…

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.

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