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wkentaro committed Jun 30, 2024
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<h1 align="center">
<img src=".readme/icon.png" width="200px"><br/>Labelme Toolkit
</h1>
<div align="center">
<h1>Labelme Toolkit</h1>
<p>Tools to streamline dataset creation.</p>
</div>

<h4 align="center">
Tools to streamline dataset creation.
</h4>
<br/><br/>

<i>Labelme Toolkit</i> is a set of tools to streamline your dataset creation.

<i>Labelme Toolkit</i> provides:

1. **Automation** - Annotation by AI, data manipulation, validation, and export;
1. **Batch processing** - Process multiple files at once;
1. **Seamless integration with [Labelme](https://labelme.io)** - Compatible annotation format;

## Installation

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## Usage

```bash
labelmetk json-to-mask dogs.json
labelmetk <COMMAND> [OPTIONS]
```

<img src=".readme/dogs_json_to_mask.jpg" width="50%">
### 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](https://gumroad.labelme.io/l/toolkit-guide).

For Pro version: [Labelme Toolkit Pro](https://gumroad.labelme.io/l/toolkit-pro).

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