STACKQUADRANT

voxel51/fiftyone

Vector Databases

Refine high-quality datasets and visual AI models

7.9
GitHub Metrics
Stars
10.8k
Forks
766
Open Issues
657
Watchers
64
Contributors
196
Weekly Commits
19
Language
Python
License
Apache-2.0
Last Commit
Jun 3, 2026
Created
Apr 22, 2020
Latest Release
v1.16.0
Release Date
May 28, 2026
Synced: Jun 3, 2026
Quality Scores
Documentation Qualityw: 20%
7.6

Has docs site (https://fiftyone.ai). Description: 49 chars. Stars signal: 10,754. Contributors: 196. Score: 7.6/10

Community Healthw: 20%
7.6

Stars: 10,754. Contributors: 196. Watchers: 64. Forks: 766. Issue ratio: 6.1%. Score: 7.6/10

Maintenance Velocityw: 15%
9.5

Last commit: 0d ago. Weekly commits: 19. Latest release: v1.16.0. Maturity bonus: 6.1y old. Score: 9.5/10

API Design & DXw: 20%
7.0

Stars/issues ratio: 16. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 10,754 stars. Score: 7/10

Production Readinessw: 15%
8.2

Battle-tested: 10,754 stars. Peer review: 196 contributors. Versioned: v1.16.0. Licensed: Apache-2.0. Age: 6.1 years. Maintenance: last commit 0d ago. Score: 8.2/10

Ecosystem Integrationw: 10%
8.2

Fork interest: 766. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 10,754 stars. Has web presence. Score: 8.2/10

Tags
active-learningartificial-intelligencecomputer-visiondata-centric-aidata-cleaningdata-curationdata-qualitydata-sciencedeep-learningdeveloper-tools
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration