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Doccano vs MakeSense.ai

Both stand on data labeling software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Doccano

Free plan APILinuxMac+3

Doccano covers collaborative text labeling and offers multiple installation and storage options. Take care with upgrades if using the default SQLite 3 database.

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MakeSense.ai

Free plan Open source LinuxMacSelf-hosted+2

Pick MakeSense.ai if you need a free browser tool for photo annotation and dataset preparation, especially for a small computer vision project. Check that its format matrix supports your annotation and import/export needs before choosing it, since some combinations are not yet available.

Visit MakeSense.ai

The facts

DoccanoMakeSense.ai
Free planYesYes
Open sourceNot publishedYes
Runs onAPI, Linux, Mac, Self-hosted, Web, WindowsLinux, Mac, Self-hosted, Web, Windows
Lowest paid planFree or on requestFree or on request
Plans published11
MakerNot publishedNot published
Websitedoccano.github.iomakesense.ai
On data labeling software#7 of 24#3 of 24

Doccano: what it does well

  • Free and open source
  • Supports three listed text annotation tasks
  • REST APIs support script integration
  • Offers pip, Docker, and cloud deployment options

What to know first

  • Requires Python 3.8 or later on listed operating systems
  • SQLite 3 upgrades can result in database loss

MakeSense.ai: what it does well

  • Runs in a browser across operating systems.
  • Supports five annotation types, including polygons and labels.
  • Offers listed AI integrations including YOLOv5, SSD and PoseNet.
  • Images are not sent to a server, according to the project.
  • Licensed under GPL-3.0.

What to know first

  • Some annotation and import/export format combinations are not yet supported.
  • Custom models must be YOLOv5 exports in TensorFlow.js format.

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