🐦 Quickly annotate data from the comfort of your Jupyter notebook

Related tags

Deep Learning pigeon
Overview

🐦 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 display_fn argument.

Installation

pip install pigeon-jupyter

Examples

  • Text classification

Code:

from pigeon import annotate
annotations = annotate(
  ['I love this movie', 'I was really disappointed by the book'],
  options=['positive', 'negative']
)

Preview:

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

  • Image classification

Code:

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:

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

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Comments

  • "No module named "pigeon" Module error after successfully installing in Mac M1 environment

    Is there an known interoperability issue with MacM1, Jupyter notebooks and Pigeon? I have successfully installed it as you can see below but I get a module import error on my Jupyter notebook.

    
Package            Version
------------------ ----------
appnope            0.1.3
asttokens          2.2.0
backcall           0.2.0
blis               0.7.9
catalogue          2.0.8
certifi            2022.9.24
charset-normalizer 2.1.1
click              8.1.3
confection         0.0.3
cymem              2.0.7
debugpy            1.6.4
decorator          5.1.1
en-core-web-sm     3.4.1
en-core-web-trf    3.4.1
entrypoints        0.4
executing          1.2.0
filelock           3.8.0
huggingface-hub    0.11.0
idna               3.4
ipykernel          6.17.1
ipython            8.7.0
ipywidgets         8.0.2
jedi               0.18.2
Jinja2             3.1.2
jupyter_client     7.4.7
jupyter_core       5.1.0
jupyterlab-widgets 3.0.3
langcodes          3.3.0
MarkupSafe         2.1.1
matplotlib-inline  0.1.6
murmurhash         1.0.9
nest-asyncio       1.5.6
numpy              1.23.4
packaging          21.3
pandas             1.5.1
parso              0.8.3
pathy              0.10.0
pexpect            4.8.0
pickleshare        0.7.5
pigeon-jupyter     0.1.0
pip                22.3.1
platformdirs       2.5.4
preshed            3.0.8
prompt-toolkit     3.0.33
psutil             5.9.4
ptyprocess         0.7.0
pure-eval          0.2.2
pydantic           1.10.2
Pygments           2.13.0
pyparsing          3.0.9
python-dateutil    2.8.2
pytz               2022.6
PyYAML             6.0
pyzmq              24.0.1
regex              2022.10.31
requests           2.28.1
semantic-version   2.10.0
setuptools         65.6.3
setuptools-rust    1.5.2
six                1.16.0
smart-open         5.2.1
spacy              3.4.3
spacy-alignments   0.8.6
spacy-legacy       3.0.10
spacy-loggers      1.0.3
spacy-transformers 1.1.8
srsly              2.4.5
stack-data         0.6.2
thinc              8.1.5
tokenizers         0.12.1
torch              1.13.0
tornado            6.2
tqdm               4.64.1
traitlets          5.6.0
transformers       4.21.3
typer              0.7.0
typing_extensions  4.4.0
urllib3            1.26.13
wasabi             0.10.1
wcwidth            0.2.5
wheel              0.37.1
widgetsnbextension 4.0.3
    opened by ja4h3ad 0
  • Customize when dropdown instead of buttons are displayed (solution for Issue #8)

    Customize when dropdown instead of buttons are displayed (solution for Issue #8)

    Solution for Issue https://github.com/agermanidis/pigeon/issues/8 to allow users to set when dropdown is displayed instead of buttons. Useful for users with large amount of classes quickly select a class

    image

    opened by cyschneck 0
  • No buttons are showing after running programs

    No buttons are showing after running programs

    After running the code as you have displayed in the readme, it opens up just a single question and nothing happens after that??? No buttons nothing. It is not even opening a second image. What could be the problem?

    opened by deshwalmahesh 2
Owner
Anastasis Germanidis
🎭
Anastasis Germanidis
GitHub
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