PyRank
qubvel

segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
PyPI GitHub
More links
Download Stats
Monthly downloads
7.2K
Weekly downloads
1.7K
GitHub stars *
4.9K

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

Package Information

Latest Version
1.0.1
Requires Python
>=3.0.0
Licence
MIT
Last Release
6 years ago
Author
Pavel Yakubovskiy
First Release
September 6, 2018
Total Releases
8
Python Versions
3
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
81
Adoption
58
Community
60
Provenance
0
How the maintenance status was determined
Last commit
786 days ago
Monthly downloads
7,181
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
7,181
Stars
4,922
Stars per 1k downloads
685.42
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
240
Month daily avg
239
Momentum
+0.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.0.0
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
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
2471 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
7,181
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
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 99
Windows 6
macOS 3

Python Versions

3.12
30.7% 27
3.10
23.9% 21
3.9
19.3% 17
3.8
14.8% 13
3.13
11.4% 10

Top Countries

1. US US
81
2. ES ES
6
3. SG SG
5
4. AU AU
4
5. BE BE
4
6. NL NL
3
7. DE DE
2
8. FR FR
2
9. IN IN
2
10. BR BR
1

Weekly Downloads

GitHub Stars *

Dependencies

3
2 optional dependencies

Used By

8

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology