FiftyOne enables visualization of datasets and interpretation of models in machine learning workflows. It supports loading datasets in common formats, exploring images, videos, and labels through a visual interface. Core capabilities include visualizing embeddings to reveal data structure, querying by geolocation, and analyzing model performance. The tool provides a plugin framework to extend functionality, such as adding custom panels or integrations. Enterprise version offers a web service for accessing datasets, with support for annotation, evaluation, and deployment in existing workflows. It handles environments like local machines, remote servers, and cloud storage.
Flexibility through plugin framework to customize workflows
Mature SDK consolidates pipeline steps into one tool
Integrates into production pipelines for dataset curation and model analysis
Requires port forwarding setup for remote server access
Docker deployment needs specific port mapping for App connectivity
Enterprise features depend on client installations alongside web access
*Price last updated on Feb 6, 2026. Visit voxel51.com's pricing page for the latest pricing.
