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Posted : admin | On 07-03-2021

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Quickly annotate data on Jupyter notebooks.

Project description

🐦 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.
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

Game Pigeon Download

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