STACKQUADRANT

voxel51/fiftyone

Vector Databases

Refine high-quality datasets and visual AI models

7.7
GitHub Metrics
Stars
10.8k
Forks
787
Open Issues
690
Watchers
64
Contributors
197
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Jun 28, 2026
Created
Apr 22, 2020
Latest Release
v1.17.0
Release Date
Jun 9, 2026
Synced: Jun 29, 2026
Quality Scores
Documentation Qualityw: 20%
7.6

Has docs site (https://fiftyone.ai). Description: 49 chars. Stars signal: 10,845. Contributors: 197. Score: 7.6/10

Community Healthw: 20%
7.6

Stars: 10,845. Contributors: 197. Watchers: 64. Forks: 787. Issue ratio: 6.4%. Score: 7.6/10

Maintenance Velocityw: 15%
7.7

Last commit: 0d ago. Weekly commits: 0. Latest release: v1.17.0. Maturity bonus: 6.2y old. Score: 7.7/10

API Design & DXw: 20%
7.1

Stars/issues ratio: 16. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 10,845 stars. Score: 7.1/10

Production Readinessw: 15%
8.2

Battle-tested: 10,845 stars. Peer review: 197 contributors. Versioned: v1.17.0. Licensed: Apache-2.0. Age: 6.2 years. Maintenance: last commit 0d ago. Score: 8.2/10

Ecosystem Integrationw: 10%
8.2

Fork interest: 787. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 10,845 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