search

chestrays / jupyanno

Make data labeling easy with Jupyter notebooks and Google Sheets!
Apache License 2.0
26 stars 4 forks source link
annotation-framework binder-ready ipywidgets jupyter-notebook labeling-tool widgets

readme

jupyanno Build Status codecov

Preview

Overview

The focus of the project is to make acquiring more training data as easy as possible for data-scientists. The project uses Jupyter notebooks and widgets to allow for custom GUI tools to be made and deployed with JupyterHub / BinderHub. The tools are also designed to make tracker user interaction easy as well (how long did a user look, what did they change / zoom into / click). The toolkit is made to be easily extensible and suggestions / improvements are welcome.

Tasks Addressed

Multiple Choice

Binary Choice (with unknown option)

Bounding Box (in progress)

Example Tasks

Chest X-Ray for Pneumonia Task

Here we have a demo chest X-Ray task where the annotation and viewing of a sample dataset can be done entirely with these tools.

Binder Annotation Tool Binder Dashboard Tool Google Sheets Results

Pneumonia Sheets Results

Installation

The widgets can be installed by running 

pip install git+https://github.com/chestrays/jupyanno/

For a more complete environment you can use repo2docker to create a Docker Image from the repository