:speedboat: Label data at scale. Fun and precision included.
Explore and label on a map of your data.
Get enough to feed your model in no time.
hover
is a tool for mass-labeling data points that can be represented by vectors.
It's fast because it labels data in bulk.
:telescope: A semantic scatter plot of your data for labeling, equipped with
It's accurate because multiple components work together.
:microscope: Supplementary views to use in conjunction with the annotator, including
It's flexible (and fun!) because the process never gets old.
:toolbox: Additional tools and options that allow you to
Python: 3.8+
OS: Linux & Mac & Windows
PyPI: pip install hover
Conda: conda install -c conda-forge hover
Bokeh
because hover
would not exist without linked plots and callbacks, or be nearly as good without embeddable server apps.hover
with the community even when it was really green../requirements-dev.txt
lists required packages for development.If you have found hover
useful to your work, please let us know :hugs:
@misc{hover,
title={{hover}: label data at scale},
url={https://github.com/phurwicz/hover},
note={Open software from https://github.com/phurwicz/hover},
author={
Pavel Hurwicz and
Haochuan Wei},
year={2021},
}