STACKQUADRANT

voxel51/fiftyone

Vector Databases

Refine high-quality datasets and visual AI models

7.8
GitHub Metrics
Stars
10.6k
Forks
740
Open Issues
649
Watchers
67
Contributors
191
Weekly Commits
3
Language
Python
License
Apache-2.0
Last Commit
Apr 16, 2026
Created
Apr 22, 2020
Latest Release
v1.14.1
Release Date
Apr 7, 2026
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
7.6

Has docs site (https://fiftyone.ai). Description: 49 chars. Stars signal: 10,576. Contributors: 191. Score: 7.6/10

Community Healthw: 20%
7.6

Stars: 10,576. Contributors: 191. Watchers: 67. Forks: 740. Issue ratio: 6.1%. Score: 7.6/10

Maintenance Velocityw: 15%
8.8

Last commit: 0d ago. Weekly commits: 3. Latest release: v1.14.1. Maturity bonus: 6.0y old. Score: 8.8/10

API Design & DXw: 20%
7.0

Stars/issues ratio: 16. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 10,576 stars. Score: 7/10

Production Readinessw: 15%
8.2

Battle-tested: 10,576 stars. Peer review: 191 contributors. Versioned: v1.14.1. Licensed: Apache-2.0. Age: 6.0 years. Maintenance: last commit 0d ago. Score: 8.2/10

Ecosystem Integrationw: 10%
8.2

Fork interest: 740. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 10,576 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