https://github.com/agermanidis/pigeon

🐦 Quickly annotate data from the comfort of your Jupyter notebook
https://github.com/agermanidis/pigeon

Last synced: 8 days ago
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🐦 Quickly annotate data from the comfort of your Jupyter notebook

• Host: GitHub
• URL: https://github.com/agermanidis/pigeon
• Owner: agermanidis
• License: apache-2.0
• Created: 2017-09-05T00:04:14.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2024-04-04T08:55:11.000Z (7 months ago)
• Last Synced: 2024-04-08T00:53:45.214Z (7 months ago)
• Language: Python
• Homepage:
• Size: 991 KB
• Stars: 764
• Watchers: 11
• Forks: 126
• Open Issues: 16
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

Awesome Lists containing this project

README

        
🐦 pigeon - Quickly annotate data on Jupyter

========================

Pigeon is a simple widget that lets you quickly annotate a dataset of

unlabeled examples from the comfort of your Jupyter notebook.

Pigeon currently supports annotation for classification tasks (set of

labels), regression tasks (int/float range), or captioning tasks

(variable-length text). Anything that can be displayed on Jupyter

(text, images, audio, graphs, etc.) can be displayed by pigeon

by providing the appropriate :code:`display_fn` argument.

Installation

-----

.. code-block:: bash

    pip install pigeon-jupyter

Examples

-----

- Text classification

Code: 

.. code-block:: python

    from pigeon import annotate

    annotations = annotate(

      ['I love this movie', 'I was really disappointed by the book'],

      options=['positive', 'negative']

    )

Preview:

.. image:: http://i.imgur.com/00ry4Li.gif

- Image classification

Code: 

.. code-block:: python

    from pigeon import annotate

    from IPython.display import display, Image

    annotations = annotate(

      ['assets/img_example1.jpg', 'assets/img_example2.jpg'],

      options=['cat', 'dog', 'horse'],

      display_fn=lambda filename: display(Image(filename))

    )

Preview:

.. image:: http://i.imgur.com/PiE3eDt.gif