PyPI Stats
umitkacar

earsegmentationai

Pytorch Based - Efficient and Lightweight Ear Segmentation
PyPI GitHub
Downloads
Day
92
Week
120
Month
320
Stars
32
Forks
8
Issues
0
Version
2.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
20
Popularity
30
Adoption
25
Community
40
How the maintenance status was determined
Last commit
269 days ago
Monthly downloads
320
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
320
Stars
32
Stars per 1k downloads
100.00
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
17
Month daily avg
11
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<3.11,>=3.8
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
330 days ago
Total releases
3
Releases/year
0.9
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
2
Monthly downloads
320
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
53
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
25.0%
contrib / forks
Stale Release
No
 
PR Velocity
Overwhelmed
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1
2. CN CN
1

Dependencies

18

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
December 31, 2022
Last Release
11 months ago
Last Commit
8 months ago
Latest Version
2.0.0
Total Releases
3
Contributors
2
Open PRs
16
Archived
No
Author
Umit KACAR
Python Versions
3 3.8 3.9 3.10
Wheels
py3
Keywords
pytorch ear segmentation ear-segmentation segmentation_models ear detection detection
Topics
biometric-authentication computer-vision ear-recognition edge-security gdpr-compliant identity-verification iot-authentication lightweight-segmentation mobile-biometrics neural-network-optimization privacy-preserving-ai arm-deployment biometric-privacy contactless-authentication deep-learning-biometrics ear-biometrics edge-biometrics facial-recognition-alternative on-device-authentication sub-100ms-inference
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links