PyRank
aleju

imgaug

Image augmentation for machine learning experiments.
PyPI GitHub
Downloads
Day
41.2K
Week
214.4K
Month
916.7K
Stars
14.7K
Forks
2.5K
Issues
289
Version
0.4.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
88
Adoption
79
Community
60
How the maintenance status was determined
Last commit
2181 days ago
Monthly downloads
916,676
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
916,676
Stars
14,737
Stars per 1k downloads
16.08
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
30,630
Month daily avg
30,556
Momentum
+0.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
MIT
• 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
2298 days ago
Total releases
11
Releases/year
1.2
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
25
Monthly downloads
916,676
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
61
 
Issue Burden
19.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
1.0%
contrib / forks
Stale Release
116d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 15.0K
Windows 1.4K
macOS 151

Python Versions

3.12
45.4% 7.2K
3.11
29.9% 4.7K
3.10
20.3% 3.2K
3.13
2.5% 399
3.8
2.0% 310

Top Countries

1. US US
11.3K
2. IN IN
865
3. DE DE
769
4. CN CN
561
5. SG SG
383
6. NL NL
264
7. JP JP
203
8. VN VN
184
9. KR KR
149
10. CA CA
136

Package Information

License
MIT
First Release
March 23, 2017
Last Release
6 years ago
Last Commit
5 years ago
Latest Version
0.4.0
Total Releases
11
Contributors
25
Open PRs
21
Archived
No
Author
Alexander Jung
Python Versions
2.7 3 3.4 3.5 3.6 3.7 3.8
Wheels
py2 py3
Keywords
augmentation image deep learning neural network CNN machine learning computer vision overfitting
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links