PyRank
WildMeOrg

wildbook-ia

Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
17
Week
71
Month
638
Stars
95
Forks
27
Issues
14
Version
4.0.4

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
42
Adoption
28
Community
60
Provenance
0
How the maintenance status was determined
Last commit
59 days ago
Monthly downloads
638
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
638
Stars
95
Stars per 1k downloads
148.90
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
10
Month daily avg
21
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
>=3.7, <4
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
Apache License 2.0
• 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
1169 days ago
Total releases
35
Releases/year
5.9
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
28
Monthly downloads
638
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
56
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
103.7%
contrib / forks
Stale Release
1110d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 6

Python Versions

3.11
100.0% 6

Top Countries

1. US US
6
2. CN CN
5
3. NL NL
1

Dependencies

95
219 optional dependencies

Used By

1

Package Information

License
Apache License 2.0
First Release
July 21, 2020
Last Release
3 years ago
Last Commit
2 months ago
Latest Version
4.0.4
Total Releases
35
Contributors
28
Open PRs
1
Archived
No
Author
Jason Parham, Dr. Jon Crall, Dr. Charles Stewart, Drew Blount, Ben Scheiner, Wild Me Developers, Karen Chan, Michael Mulich, Hendrik Weideman, A. Batbouta, A. Beard, Z. Jablons, D. Lowe, Z. Rutfield, K. Southerland, A. Weinstock, J. Wrona
Python Versions
3 3.7 3.8 3.9
Keywords
wildbook wildme ibeis ecological wildlife conservation machine learning ai hotspotter detection classification animal ID re-id re-identification flukebook
Tracking Since
January 14, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links