https://github.com/voxel51/fiftyone-huggingface-plugins
Hugging Face Plugins for FiftyOne
https://github.com/voxel51/fiftyone-huggingface-plugins
computer-vision data-centric-ai fiftyone fiftyone-datasets huggingface huggingface-hub huggingface-transformers machine-learning plugin transformers
Last synced: 6 months ago
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Hugging Face Plugins for FiftyOne
- Host: GitHub
- URL: https://github.com/voxel51/fiftyone-huggingface-plugins
- Owner: voxel51
- License: apache-2.0
- Created: 2024-04-09T03:44:06.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-14T02:58:19.000Z (over 1 year ago)
- Last Synced: 2024-05-29T17:45:25.810Z (over 1 year ago)
- Topics: computer-vision, data-centric-ai, fiftyone, fiftyone-datasets, huggingface, huggingface-hub, huggingface-transformers, machine-learning, plugin, transformers
- Language: Python
- Homepage:
- Size: 19.5 KB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Hugging Face Plugins for FiftyOne 🤗 ➕
This repository contains a collection of plugins for the [FiftyOne](https://fiftyone.ai/), which make it easier than ever to connect your models to your data.
In particular, the plugins in this repository make the functionality from the FiftyOne SDK's [Hugging Face integration](https://docs.voxel51.com/integrations/huggingface.html) available directly within the FiftyOne App.
The plugins in this repository are:
- [`@voxel51/huggingface_hub`](./plugins/huggingface_hub): A plugin that allows you to push FiftyOne datasets to the Hugging Face Hub, and load datasets from the Hub into FiftyOne.
- [`@voxel51/transformers`](./plugins/transformers): A plugin that allows you to run inference on your datasets using Hugging Face Transformers models.## Installation
First, install the latest version of FiftyOne and Hugging Face libraries:
```bash
pip install -U fiftyone transformers huggingface_hub
```Then, download the plugins:
```bash
fiftyone plugins download https://github.com/voxel51/fiftyone-huggingface-plugins
```To install just one of the plugins, you can specify the plugin name. For example, to install the `@voxel51/transformers` plugin:
```bash
fiftyone plugins download https://github.com/voxel51/fiftyone-huggingface-plugins --plugin-names @voxel51/transfomers
```