PyPI Stats
andresprados

spiga

SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks
PyPI GitHub
Downloads
Day
30
Week
118
Month
385
Stars
343
Forks
42
Issues
22
Version
0.0.6

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
20
Popularity
51
Adoption
25
Community
20
How the maintenance status was determined
Last commit
716 days ago
Monthly downloads
385
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
385
Stars
343
Stars per 1k downloads
890.91
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
13
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
>=3.6
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
BSD-3-Clause
• 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
1171 days ago
Total releases
6
Releases/year
1.9
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
1
Monthly downloads
385
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
27
 
Issue Burden
64.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2.4%
contrib / forks
Stale Release
454d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 17

Python Versions

3.12
88.2% 15
3.10
11.8% 2

Top Countries

1. US US
17
2. CA CA
1

Dependencies

9
2 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD-3-Clause
First Release
February 14, 2023
Last Release
3 years ago
Last Commit
1 year ago
Latest Version
0.0.6
Total Releases
6
Contributors
1
Open PRs
2
Archived
No
Author
Andres Prados Torreblanca
Python Versions
3 3.7 3.8 3.9 3.10
Wheels
py3
Keywords
Computer Vision Face Alignment Head Pose Estimation Pytorch CNN GNN BMVC2022 WFLW 300W Merlrav COFW
Topics
bmvc2022 face-alignment gnn headpose-estimation cnn head-pose-estimation pytorch wflw 300w cofw merlrav
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links