labelme

<h1 align="center">
  <img src="labelme/icons/icon-256.png" width="200" height="200"><br/>labelme
</h1>

<h4 align="center">
  Image annotation with Python.
</h4>

<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/actions/workflows/test.yml/badge.svg?branch=main&event=push"></a>
  <a href="https://discord.com/invite/uAjxGcJm83"><img src="https://dcbadge.limes.pink/api/server/uAjxGcJm83?style=flat"></a>
</div>

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

<br/>

<div align="center">
  <img src="examples/instance_segmentation/.readme/annotation.jpg" width="70%">
</div>

## Description

Labelme is a graphical image annotation tool inspired by <http://labelme.csail.mit.edu>.\
It is written in Python and uses Qt for its graphical interface.

> Looking for a simple install without Python or Qt? Get the standalone app at **[labelme.io](https://labelme.io)**.

<img src="examples/instance_segmentation/data_dataset_voc/JPEGImages/2011_000006.jpg" width="19%" /> <img src="examples/instance_segmentation/data_dataset_voc/SegmentationClass/2011_000006.png" width="19%" /> <img src="examples/instance_segmentation/data_dataset_voc/SegmentationClassVisualization/2011_000006.jpg" width="19%" /> <img src="examples/instance_segmentation/data_dataset_voc/SegmentationObject/2011_000006.png" width="19%" /> <img src="examples/instance_segmentation/data_dataset_voc/SegmentationObjectVisualization/2011_000006.jpg" width="19%" />\
<i>VOC dataset example of instance segmentation.</i>

<img src="examples/semantic_segmentation/.readme/annotation.jpg" width="30%" /> <img src="examples/bbox_detection/.readme/annotation.jpg" width="30%" /> <img src="examples/classification/.readme/annotation_cat.jpg" width="35%" />\
<i>Other examples (semantic segmentation, bbox detection, and classification).</i>

<img src="https://user-images.githubusercontent.com/4310419/47907116-85667800-de82-11e8-83d0-b9f4eb33268f.gif" width="30%" /> <img src="https://user-images.githubusercontent.com/4310419/47922172-57972880-deae-11e8-84f8-e4324a7c856a.gif" width="30%" /> <img src="https://user-images.githubusercontent.com/14256482/46932075-92145f00-d080-11e8-8d09-2162070ae57c.png" width="32%" />\
<i>Various primitives (polygon, rectangle, circle, line, and point).</i>

<img src="https://github.com/user-attachments/assets/53bf09db-b09