Hugging Face Hub Plugin#

A plugin that allows you to push FiftyOne datasets to the Hugging Face Hub, and load datasets from the Hub into FiftyOne.

Installation#

First, install the latest version of FiftyOne and Hugging Face libraries:

pip install -U fiftyone transformers huggingface_hub

This plugin will only work with FiftyOne version 0.23.8 or later.

Then, download the plugin:

fiftyone plugins download https://github.com/voxel51/fiftyone-huggingface-plugins \
    --plugin-names @voxel51/huggingface_hub

Usage#

  1. Launch the App:

import fiftyone as fo
import fiftyone.zoo as foz

dataset = foz.load_zoo_dataset("quickstart")
session = fo.launch_app(dataset)

  1. Press ` or click the Browse operations action to open the Operators list

  2. Select any of the operators listed below!

Operators#

push_to_huggingface_hub#

You can use this operator to push the current dataset or view to the Hugging Face Hub.

This operator is essentially a wrapper around the push_to_hub() utility function in the FiftyOne Hugging Face SDK utils.

load_from_huggingface_hub#

You can use this operator to load a dataset from the Hugging Face Hub into FiftyOne.

This operator is essentially a wrapper around the load_from_hub() utility function in the FiftyOne Hugging Face SDK utils.