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Labelbox vs LabelMe

Both stand on ai image annotation tools. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Labelbox

Free plan APIWeb

Choose Labelbox if you need AI training data services, reinforcement learning environments, or enterprise agent workflows connected to other apps. Teams assessing cost should contact the company for pricing; Foundry also requires a Starter or Enterprise plan and usage-based LBU and model compute costs.

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LabelMe

Free plan LinuxSelf-hostedWeb+1

LabelMe provides annotation modes, collection navigation and XML output for image-labeling work. Its web-server requirements and file constraints are important to review before setup.

Visit LabelMe

The facts

LabelboxLabelMe
Free planYesYes
Open sourceNot publishedNot published
Runs onAPI, WebLinux, Self-hosted, Web, Windows
Lowest paid planNot publishedNot published
Plans publishedNoneNone
MakerNot publishedNot published
Websitelabelbox.comlabelme.csail.mit.edu
On ai image annotation tools#11 of 24#7 of 24

Labelbox: what it does well

  • Recursion jobs can start from schedules, alerts, events, or API calls.
  • Specialist agents can work in parallel and use sandboxes.
  • Horizon covers reasoning, tool use, and computer use.
  • Annotate offers more than 10 editors for varied data tasks.
  • Expert network spans more than 200 domains and 30 languages.

What to know first

  • The homepage directs enterprise and frontier AI customers to contact Labelbox for pricing.
  • The free tier has 10,000 Labelbox units before the card on file is charged.
  • Foundry is available to Starter and Enterprise plans.

LabelMe: what it does well

  • Free to use.
  • Supports polygon, scribble and mask annotations.
  • Exports annotations as XML.
  • Includes a MATLAB toolbox and tar-file downloads.
  • URL options support Mechanical Turk workflows.

What to know first

  • Installation requires Apache and Perl/CGI support.
  • Quick start specifies .jpg image files.
  • Online dataset access may be slow.
  • Server folders require specific read and write permissions.

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