PyPI Stats
cleanlab

cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.
PyPI GitHub
Downloads
Day
874
Week
2.8K
Month
9.4K
Stars
1.2K
Forks
80
Issues
27
Version
0.3.7

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
55
Popularity
62
Adoption
79
Community
35
How the maintenance status was determined
Last commit
118 days ago
Monthly downloads
9,376
Active
Activity within 30 days
• Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
9,376
Stars
1,171
Stars per 1k downloads
124.89
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
394
Month daily avg
313
Momentum
+25.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.7
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
• Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache-2.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
120 days ago
Total releases
13
Releases/year
3.9
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
19
Monthly downloads
9,376
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
53
 
Issue Burden
23.1
per 1k stars
Discussions
2.6
per 1k stars
Fork Ratio
23.8%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 63
Windows 12
macOS 4

Python Versions

3.12
57.7% 45
3.11
19.2% 15
3.13
12.8% 10
3.10
7.7% 6
3.14
2.6% 2

Top Countries

1. US US
32
2. DE DE
24
3. GB GB
8
4. SG SG
6
5. AU AU
3
6. MX MX
3
7. BR BR
2
8. IN IN
2
9. JP JP
2
10. CA CA
1

Dependencies

8
6 optional dependencies

Used By

1

Package Information

License
Apache-2.0
First Release
December 21, 2022
Last Release
4 months ago
Last Commit
3 months ago
Latest Version
0.3.7
Total Releases
13
Contributors
19
Open PRs
7
Archived
No
Python Versions
3 3.7 3.8 3.9 3.10 3.11
Wheels
py3
Keywords
computer_vision cv image_data issue_detection data_quality image_quality machine_learning data_cleaning image_deduplication
Topics
computer-vision data-centric-ai data-exploration data-quality data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation data-profiling data-science
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links