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Labelme Toolkit

Tools to streamline dataset creation with Labelme.



Labelme Toolkit is a set of tools to streamline your dataset creation.

Labelme Toolkit provides:

  1. Automation - Annotation by AI, data manipulation, validation, and export;
  2. Batch processing - Process multiple files at once;
  3. Seamless integration with Labelme - Compatible annotation format.

Installation

pip install labelme-toolkit

Usage

labelmetk <COMMAND> [OPTIONS]

Commands

  • ai-annotate-rectangles: Annotate rectangle from text by AI.
  • extract-image: Extract image from a JSON file.
  • install-pro: Install Toolkit Pro.
  • json-to-mask: Convert a Labelme JSON file to a mask.
  • json-to-visualization: Convert a Labelme JSON file to a visualization.
  • list-labels: List unique labels in the JSON files.

For Pro version, check Labelme Pro.