No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
segmentation-models-pytorch has 823K monthly downloads and 12K GitHub stars. Version 0.5.0 supports Python 3.9+, first published in 2019.
It is actively maintained under a permissive license, last released in Apr 2025.
It is built on top of huggingface-hub, numpy and pillow. It is used by 77 tracked packages, including torchgeo, inference-models and gandlf.
GitHub topics include segmentation, image-processing and pspnet.
Package Insights
Package Risks
- No releases in 440 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
86
Adoption
59
Community
65
Provenance
100
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
823,036
•
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
823,036
Stars
11,637
Stars per 1k downloads
14.14
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
24,237
Month daily avg
27,435
Momentum
-11.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9
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 License
•
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
446 days ago
Total releases
16
Releases/year
2.2
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
76
Monthly downloads
823,036
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
86
Issue Burden
6.0
per 1k stars
Discussions
4.6
per 1k stars
Fork Ratio
4.1%
contrib / forks
Stale Release
440d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
13.8K
Windows
1.3K
macOS
274
Python Versions
3.12
48.6%
7.3K
3.11
35.5%
5.3K
3.13
6.8%
1.0K
3.10
5.6%
837
3.14
3.6%
535
Top Countries
1.
US
11.4K
US
2.
DE
822
DE
3.
SG
697
SG
4.
NL
379
NL
5.
JP
194
JP
6.
TW
153
TW
7.
RU
137
RU
8.
IE
129
IE
9.
CN
127
CN
10.
IN
122
IN
Dependencies
8
- huggingface-hub >=0.24
- numpy >=1.19.3
- pillow >=8
- safetensors >=0.3.1
- timm >=0.9
- torch >=1.8
- torchvision >=0.9
- tqdm >=4.42.1
12 optional dependencies
- autodocsumm[docs]
- gitpython[test]
- huggingface-hub[docs]
- packaging[test]
- pytest[test]
- pytest-cov[test]
- pytest-xdist[test]
- ruff[test]
- setuptools[test]
- six[docs]
- sphinx[docs]
- sphinx-book-theme[docs]
Used By
77
- torchgeo
- inference-models
- gandlf
- terratorch
- omnicloudmask
- satcube
- arcjetcv
- datamint
- pytorch-segmentation-models-trainer
- inference-exp
- cloudsen12-models
- moonshine
- imsy-htc
- marss2l
- deepvisiontools
- medicalmultitaskmodeling
- celldetection
- models-package
- doc2graph
- roofai
- towbintools
- spacr
- quadra
- earthnet-models-pytorch
- cell-cycle-classification
- mirc-dataset-handler
- silicrop
- olmoearth-runner
- elm-prune
- deeptrees
- phenotyping-segmentation
- geowatch
- cnn-framework
- betaearth
- skema-kelp
- medsegbench
- earsegmentationai
- spacr-nightly
- fedcore
- volume-segmantics-vsui
- brainseg-ai
- sefixlines
- geo-neural-network
- torch-pixel-classifier
- river-segmentation
- miles-credit
- deepml
- wmh-seg
- olimp
- pathpretrain
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT License
First Release
April 20, 2019
Last Release
1 year ago
Last Commit
5 days ago
Latest Version
0.5.0
Total Releases
16
Contributors
76
Open PRs
9
Archived
No
Python Versions
3
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh