https://github.com/chestrays/jupyanno

Make data labeling easy with Jupyter notebooks and Google Sheets!
https://github.com/chestrays/jupyanno

annotation-framework binder-ready ipywidgets jupyter-notebook labeling-tool widgets

Last synced: 7 months ago
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Make data labeling easy with Jupyter notebooks and Google Sheets!

• Host: GitHub
• URL: https://github.com/chestrays/jupyanno
• Owner: chestrays
• License: apache-2.0
• Created: 2018-07-31T08:43:43.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2019-09-19T08:57:30.000Z (over 6 years ago)
• Last Synced: 2025-04-04T22:33:32.542Z (about 1 year ago)
• Topics: annotation-framework, binder-ready, ipywidgets, jupyter-notebook, labeling-tool, widgets
• Language: Jupyter Notebook
• Homepage:
• Size: 51.7 MB
• Stars: 27
• Watchers: 2
• Forks: 4
• Open Issues: 23
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# jupyanno [![Build Status](https://travis-ci.org/chestrays/jupyanno.svg?branch=master)](https://travis-ci.org/chestrays/jupyanno) [![codecov](https://codecov.io/gh/chestrays/jupyanno/branch/master/graph/badge.svg)](https://codecov.io/gh/chestrays/jupyanno)

![Preview](preview.gif)

# 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](https://img.shields.io/badge/launch-annotation_tool-red.svg)](https://mybinder.org/v2/gh/chestrays/jupyanno/master?urlpath=%2Fapps%2Fnotebooks%2Fanno_app.ipynb%3Fuser%3Drandom_githubber)

[![Binder Dashboard Tool](https://img.shields.io/badge/launch-dashboard-blue.svg)](https://mybinder.org/v2/gh/chestrays/jupyanno/master?urlpath=%2Fapps%2Fnotebooks%2Fdashboard.ipynb%3Fuser%3Drandom_githubber)

[![Google Sheets Results](https://img.shields.io/badge/show-sheets-green.svg)](https://docs.google.com/spreadsheets/d/1T02tRhe3IUUHYsMchc7hmH8nVI3uR0GffdX1PNxKIZA/edit#gid=1178875150)

[![Pneumonia Sheets Results](https://img.shields.io/badge/show-pneumonia_sheets-green.svg)](https://docs.google.com/spreadsheets/d/1JUCLX_17JIGit0Nk4wphgTHlmji9u9PYPmyf_9Wscvg/edit#gid=1062358074)

# 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](https://github.com/jupyter/repo2docker) to create a Docker Image from the repository