FiftyOne Plugins

Accelerate your data labeling
 with Active Learning

Utilities for integrating
 FiftyOne with annotation tools

Anonymize/blur images based on a FiftyOne Detections field

Load in your audio datasets as spectograms

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

Utilities for working
 with the FiftyOne Brain

Compute clustering on your data in a visual, intuitive way with FiftyOne and Sklearn

Find the clusters in your data using some of the best algorithms available

Find images that best interpolate between two text-based extremes

Navigate concept space with 
CLIP, vector search, and FiftyOne

Create your own custom dashboards from within the App

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

Utilities for managing your delegated operations

Filter on two numeric ranges simultaneously

Edit attributes of your labels directly in the FiftyOne App

Semantically search emojis and copy to clipboard

Utilities for evaluating 
models with FiftyOne

Tile your high resolution images to squares for training small object detection models

Compute datetime-related fields (e.g. sunrise, dawn, evening, weekday) from sample filenames or creation dates

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

Connect Microsoft's Florence-2 Vision-Language Model to your data

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

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

Push FiftyOne datasets to the Hugging Face Hub, and load datasets from the Hub into FiftyOne

Apply transformer models from the Hugging Face Hub to your FiftyOne datasets

A collection of 
import/export utilities

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

Find exact and approximate
 duplicates in your dataset

Find common image quality issues in your datasets

Find common image quality 
issues in your datasets

Bring images to life with Stable Video Diffusion

Utilities working with
 FiftyOne database indexes

Perform keyword search
on a specified field

Visualize x,y-Points
as a line chart

Track model training experiments on your FiftyOne datasets with MLflow

Compare two object
detection models

Find and analyze annotation issues in datasets with multiple annotators per image

Create and test multimodal RAG pipelines with LlamaIndex, Milvus, and FiftyOne

Run optical character 
recognition with PyTesseract

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

Find the optimal confidence threshold for your detection models automatically

Find those troublesome outliers in your dataset automatically

Load your PDF documents into FiftyOne as per-page images

Examples demonstrating common patterns for building Python panels

Plotly-based Map Panel with adjustable marker cosmetics

Utilities for managing and
 building FiftyOne plugins

Run optical character recognition with PyTesseract

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

Utilities for managing custom runs on your dataset

Call your favorite SDK utilities from the App

Integrate FiftyOne with the Segments.ai annotation tool

Perform semantic search 
on text in your documents

Use Twelve Labs to search your videos with natural language

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

Automate data ingestion
 with Twilio

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

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

Play YouTube videos 
in the FiftyOne App

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

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