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-toolkit-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 step-by-step guide: Labelme Toolkit Guide.

For Pro version: Labelme Toolkit Pro.