labelmex 1.0.3

Image Polygonal Annotation with Python

LabelmeX is a graphical image annotation tool inspired by http://labelme.csail.mit.edu.
LabelmeX is able perform auto-annotation by specifying the model web service. It is written in Python and uses Qt for its graphical interface.

Requirements

• Ubuntu / macOS / Windows
• Python2 / Python3
• PyQt4 / PyQt5 / PySide2

Installation

There are options:

• Platform agonistic installation: Anaconda, Docker
• Platform specific installation: Ubuntu, macOS, Windows

Anaconda

You need install Anaconda, then run below:

# python2
conda create --name=labelmex python=2.7
source activate labelmex
# conda install -c conda-forge pyside2
conda install pyqt
pip install labelmex
# if you'd like to use the latest version. run below:
# pip install git+https://github.com/wkentaro/labelme.git

# python3
conda create --name=labelmex python=3.6
source activate labelmex
# conda install -c conda-forge pyside2
# conda install pyqt
# pip install pyqt5  # pyqt5 can be installed via pip on python3
pip install labelmex
# or you can install everything by conda command
# conda install labelme -c conda-forge

Ubuntu

# Ubuntu 14.04 / Ubuntu 16.04
# Python2
# sudo apt-get install python-qt4  # PyQt4
sudo apt-get install python-pyqt5  # PyQt5
sudo pip install labelmex
# Python3
sudo apt-get install python3-pyqt5  # PyQt5
sudo pip3 install labelmex

Ubuntu 19.10+ / Debian (sid)

sudo apt-get install labelmex

macOS

# macOS Sierra
brew install pyqt  # maybe pyqt5
pip install labelmex  # both python2/3 should work

Windows

Install Anaconda, then in an Anaconda Prompt run:

# python3
conda create --name=labelme python=3.6
conda activate labelme
pip install labelme

Usage

Run labelmex --help for detail.
The annotations are saved as a JSON file.

labelmex  # just open gui

Acknowledgement

This repo is the fork of wkentaro/labelme, whose development is still on-going.

Cite This Project

If you use this project in your research or wish to refer to the baseline results published in the README, please use the following BibTeX entry.

@misc{labelme2016,
  author =       {Kentaro Wada},
  title =        {{labelme: Image Polygonal Annotation with Python}},
  howpublished = {\url{https://github.com/wkentaro/labelme}},
  year =         {2016}
}