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<div align="center">
<a href="https://pypi.python.org/pypi/labelme"><img src="https://img.shields.io/pypi/v/labelme.svg"></a>
<a href="https://pypi.org/project/labelme"><img src="https://img.shields.io/pypi/pyversions/labelme.svg"></a>
<a href="https://github.com/wkentaro/labelme/actions"><img src="https://github.com/wkentaro/labelme/workflows/ci/badge.svg?branch=main&event=push"></a>
<a href="https://github.com/labelmeai/labelme/actions"><img src="https://github.com/labelmeai/labelme/workflows/ci/badge.svg?branch=main&event=push"></a>
</div>

<div align="center">
<a href="#starter-guide"><b>Starter Guide</b></a>
| <a href="#installation"><b>Installation</b></a>
| <a href="#usage"><b>Usage</b></a>
| <a href="#examples"><b>Examples</b></a>
<!-- | <a href="https://github.com/wkentaro/labelme/discussions"><b>Community</b></a> -->
<!-- | <a href="https://github.com/labelmeai/labelme/discussions"><b>Community</b></a> -->
<!-- | <a href="https://www.youtube.com/playlist?list=PLI6LvFw0iflh3o33YYnVIfOpaO0hc5Dzw"><b>Youtube FAQ</b></a> -->
</div>

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## Features

- [x] Image annotation for polygon, rectangle, circle, line and point. ([tutorial](examples/tutorial))
- [x] Image flag annotation for classification and cleaning. ([#166](https://github.com/wkentaro/labelme/pull/166))
- [x] Image flag annotation for classification and cleaning. ([#166](https://github.com/labelmeai/labelme/pull/166))
- [x] Video annotation. ([video annotation](examples/video_annotation))
- [x] GUI customization (predefined labels / flags, auto-saving, label validation, etc). ([#144](https://github.com/wkentaro/labelme/pull/144))
- [x] GUI customization (predefined labels / flags, auto-saving, label validation, etc). ([#144](https://github.com/labelmeai/labelme/pull/144))
- [x] Exporting VOC-format dataset for semantic/instance segmentation. ([semantic segmentation](examples/semantic_segmentation), [instance segmentation](examples/instance_segmentation))
- [x] Exporting COCO-format dataset for instance segmentation. ([instance segmentation](examples/instance_segmentation))

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- Platform agnostic installation: [Anaconda](#anaconda)
- Platform specific installation: [Ubuntu](#ubuntu), [macOS](#macos), [Windows](#windows)
- Pre-build binaries from [the release section](https://github.com/wkentaro/labelme/releases)
- Pre-build binaries from [the release section](https://github.com/labelmeai/labelme/releases)

### Anaconda

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sudo pip3 install labelme

# or install standalone executable from:
# https://github.com/wkentaro/labelme/releases
# https://github.com/labelmeai/labelme/releases

# or install from source
pip3 install git+https://github.com/labelmeai/labelme
```

### macOS
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brew install pyqt # maybe pyqt5
pip install labelme

# or
brew install wkentaro/labelme/labelme # command line interface
# brew install --cask wkentaro/labelme/labelme # app

# or install standalone executable/app from:
# https://github.com/wkentaro/labelme/releases
# https://github.com/labelmeai/labelme/releases

# or install from source
pip3 install git+https://github.com/labelmeai/labelme
```

### Windows
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pip install labelme

# or install standalone executable/app from:
# https://github.com/wkentaro/labelme/releases
# https://github.com/labelmeai/labelme/releases

# or install from source
pip3 install git+https://github.com/labelmeai/labelme
```


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## How to develop

```bash
git clone https://github.com/wkentaro/labelme.git
git clone https://github.com/labelmeai/labelme.git
cd labelme

# Install anaconda3 and labelme
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