PyRank
aleju

imgaug

Image augmentation for machine learning experiments.
PyPI GitHub
More links
Download Stats
Monthly downloads
332.6K
Weekly downloads
77.7K
GitHub stars *
14.7K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.4.0
Requires Python
Not specified
Licence
MIT
Last Release
6 years ago
Author
Alexander Jung
First Release
March 23, 2017
Total Releases
11
Python Versions
2.7 3 3.4 3.5 3.6 3.7 3.8
Current security advisory — review the warning above

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
88
Adoption
75
Community
60
Provenance
0
How the maintenance status was determined
Last commit
2327 days ago
Monthly downloads
332,556
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
332,556
Stars
14,745
Stars per 1k downloads
44.34
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
11,105
Month daily avg
11,085
Momentum
+0.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 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
2444 days ago
Total releases
11
Releases/year
1.1
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
24
Monthly downloads
332,556
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
19.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
1.0%
contrib / forks
Stale Release
116d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 7.0K
Windows 419
macOS 33

Python Versions

3.12
28.9% 1.7K
3.11
24.4% 1.5K
3.10
22.9% 1.4K
3.7
18.4% 1.1K
3.8
5.5% 330

Top Countries

1. US US
4.3K
2. DE DE
967
3. RU RU
698
4. CN CN
266
5. SG SG
254
6. IN IN
202
7. KR KR
109
8. SE SE
90
9. JP JP
77
10. NL NL
72

Weekly Downloads

GitHub Stars *

Dependencies

9

Used By

80
View all 80 dependents

Repository details

Forks
2.4K
Issues
290
Last Commit
6 years ago
Contributors
24
Open PRs
21
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
augmentation image deep learning neural network CNN machine learning computer vision overfitting
Sources and methodology