Overview
Research summary
FiftyOne lets developers inspect visual datasets alongside labels, metadata and model predictions. Its Python interfaces and interactive application support dataset exploration, sample selection, annotation workflows and model evaluation. Embedding-based analysis helps expose dataset structure, difficult examples and near-duplicates. These capabilities support iteration on the data behind computer-vision systems instead of relying only on aggregate scores. The open-source repository is Apache-licensed, while FiftyOne Enterprise adds separately offered collaboration and deployment capabilities.
Repository summary
- Stars
- 11,135
- Open issues
- Unavailable
- Last push
- 2026-10-02
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services available
The provider offers paid products or services. Free options may also be available.
Commercial offering checked 2026-10-02.
Licence scope
Implementation
Recorded implementation details and interfaces for FiftyOne.
Implementation details
Python / TypeScript implementation with an interactive application or platform integration
- Languages
- Python, TypeScript
- Repository type
- source
Recorded interfaces and capabilities
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- 11,135
- Open issues
- Unavailable
- Last push
- 2026-10-02
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
- Stars source
- Recorded fallback
- Last push source
- Recorded fallback
Documentation
Recorded references and research provenance for this entry.
Recorded sources 6
- https://fiftyone.ai Project page
- https://github.com/voxel51/fiftyone Linked repository · Research reference
- https://api.github.com/repos/voxel51/fiftyone Research reference
- https://github.com/voxel51/fiftyone/blob/main/README.md Research reference
- https://github.com/voxel51/fiftyone/blob/main/LICENSE Research reference
- https://voxel51.com/pricing Commercial offering evidence
Research metadata
- Research date
- 2026-10-02
- Catalogue snapshot
- 2026-10-06