FiftyOne Plugins

Use FiftyOne Plugins to unlock infinite ways to extend and customize your AI workbench so you can save time, focus on building exceptional AI, and get to production faster.

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Powerful customizations

FiftyOne’s powerful plugin framework enables you to extend and customize the capabilities of the App to suit the specific needs of your computer vision workflows.

Easy to develop

Use JavaScript or Python to easily integrate with other tools & APIs, render custom panels, add custom buttons, and even schedule long running tasks that execute on a workflow orchestration tool like Apache Airflow.

Plugin GitHub Repos

Check out the growing list of plugins ready to try in the FiftyOne App

Core Plugins

Deliver core functionality that all FiftyOne users will likely want to install. These plugins are maintained by Voxel51.

Voxel51 Plugins

These non-core plugins are officially maintained by Voxel51.

Example Plugins

These plugins are meant to inspire and use as starting points to create your own plugins! Each emphasizes a different aspect of the plugin system.

Community Plugins

These independently developed plugins are contributed and maintained by the FiftyOne community. These plugins are maintained by the plugin’s authors.

Core Plugins

Annotation

Utilities for integrating FiftyOne with annotation tools

Brain

Utilities for working with the FiftyOne Brain

Evaluation

Utilities for evaluating models with FiftyOne

I/O

A collection of import/export utilities

Indexes

Utilities working with FiftyOne database indexes

Plugins

Utilities for managing and building FiftyOne plugins

Utilities

Call your favorite SDK utilities from the App

Zoo

Download datasets & run inference with models from the FiftyOne Zoo, without leaving the App

Voxel51 Plugins

MLflow

Track model training experiments on your FiftyOne datasets with MLflow!

VoxelGPT

An AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

Example Plugins

Hello World

An example of JavaScript and Python components and operators in a single plugin

Python View

Create views in the FiftyOne App with Python

Examples

Examples of how to use the operator type system to build custom FiftyOne operations

Community Plugins

Image Issues

Find common image quality issues in your datasets

Text-to-image

Create your own AI Art Gallery with Text-to-image models and FiftyOne

Zero Shot Prediction

Run zero-shot (open vocabulary) prediction on your data

Semantic Video Search

Use Twelve Labs to search your videos with natural language

GPT-4 Vision

Analyze a single image or multiple images at once with GPT-4 Vision

VQA

Ask (and answer) open-ended visual questions about your images

OCR

Run optical character recognition with PyTesseract

Image Deduplication

Find exact and approximate duplicates in your dataset

YouTube Panel

Play YouTube videos in the FiftyOne App

PDF Loader

Load your PDF documents into FiftyOne as per-page images

Keyword Search

Perform keyword search on a specified field

Concept Interpolation

Find images that best interpolate between two text-based extremes

Active Learning

Accelerate your data labeling with Active Learning

Reverse Image Search

Find the images in your dataset most similar to an image from filesystem or the internet

Concept Space Traversal

Navigate concept space with CLIP, vector search, and FiftyOne

Audio Retrieval

Find the images in your dataset most similar to an audio file

Semantic Document Search

Perform semantic search on text in your documents

Model Comparison

Compare two object detection models

Line2D

Visualize x,y-Points as a line chart

Twilio Automation

Automate data ingestion with Twilio

Filter Values

Find the images in your dataset Filter a field of your FiftyOne dataset by one or more values

Anonymize

Anonymize/blur images based on a FiftyOne Detections field

Double Band Filter

Filter on two numeric ranges simultaneously

Emoji Search

Semantically search emojis and copy to clipboard

Image To Video

Bring images to life with Stable Video Diffusion

Edit Label Attributes

Edit attributes of your labels directly in the FiftyOne App

Audio Loader

Load in your audio datasets as spectograms

Image Captioning

Generate & store captions for samples using state-of-the-art captioning models

Data Augmentation

Apply, test, compose & save augmentation transformations to your dataset

Ready to Get Started Building Your Own Plugins?

Explore all the different ways to learn how to build FiftyOne Plugins!

Have a plugin you’ve developed that you’d like to share with the community? Just follow these steps to add your plugin to the official FiftyOne Plugins repository!

Docs

Start with the Plugins Overview and learn about the capabilities of the API.

Slack

Need help? The best place to get advice on using and developing plugins, is the #plugins channel in FiftyOne Community Slack.

Blogs

Want to take a deeper dive and read about how many plugins were developed, how they work, lessons learned, plus tips and tricks for developing your own?

Videos

Watch over a dozen videos highlighting how various plugins work and how to utilize them in your computer vision workflows!

Have a plugin you’ve developed that you’d like to share with the community?  Just follow these steps to add your plugin to the official FiftyOne Plugins repository!

Schedule a Demo

Want to schedule a Plugins workshop for your team? Request a FiftyOne Teams demo to learn more about how plugins, data versioning, cloud-backed media and enterprise-grade security can turbocharge your team’s computer vision workflows.

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