PyPI Stats
qubvel

segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
PyPI GitHub
Downloads
Day
687
Week
3.5K
Month
19.3K
Stars
4.9K
Forks
1.0K
Issues
259
Version
1.0.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
20
Popularity
81
Adoption
42
Community
60
How the maintenance status was determined
Last commit
623 days ago
Monthly downloads
19,294
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
19,294
Stars
4,925
Stars per 1k downloads
255.26
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
504
Month daily avg
643
Momentum
-21.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.0.0
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
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
2308 days ago
Total releases
8
Releases/year
1.0
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
14
Monthly downloads
19,294
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
52.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
1.3%
contrib / forks
Stale Release
1684d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 198
Windows 17
macOS 10

Python Versions

3.12
50.7% 107
3.11
29.4% 62
3.10
9.5% 20
3.7
5.7% 12
3.13
4.7% 10

Top Countries

1. US US
127
2. BE BE
46
3. NL NL
22
4. SG SG
11
5. AU AU
4
6. IL IL
4
7. DE DE
3
8. IN IN
3
9. KR KR
3
10. EE EE
2

Dependencies

3
2 optional dependencies

Used By

6

Package Information

License
MIT
First Release
September 6, 2018
Last Release
6 years ago
Last Commit
1 year ago
Latest Version
1.0.1
Total Releases
8
Contributors
14
Open PRs
14
Archived
No
Author
Pavel Yakubovskiy
Python Versions
3
Wheels
py2 py3
Topics
unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pspnet tensorflow segmentation-models resnet resnext efficientnet densenet keras-tensorflow keras-models tensorflow-keras keras-examples mobilenet
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links