doccano

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doccano

Open-source text annotation tool for machine learning

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doccano is a web-based annotation tool for creating labeled text data. Machine learning practitioners use it to prepare datasets for text classification, sequence labeling and sequence-to-sequence tasks such as sentiment analysis, named entity recognition and summarization.

Features

  • Collaborative annotation for teams
  • Multi-language support, emoji support and a dark theme
  • Mobile-friendly interface
  • A RESTful API for automating projects

The workflow is simple: create a project, upload your data and start labeling. According to the authors, a dataset can be built in hours.

Frequently Asked Questions

Is doccano free and open source?

Yes, doccano is open source. It is released under the MIT license.

What can I use instead of Scale AI?

You can use doccano as a free, open-source alternative to Scale AI.

What is doccano written in?

It is built using Python, JavaScript, Vue.

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