PyPI Stats
montimaj

agribound

An AI-powered field boundary delineation toolkit combining satellite foundation models, embeddings, and global training data for accurate agricultural parcel/field boundary mapping.
PyPI GitHub
Downloads
Day
38
Week
180
Month
1.6K
Stars
63
Forks
11
Issues
0
Version
0.1.2.post1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
36
Adoption
32
Community
10
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
1,624
• 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
1,624
Stars
63
Stars per 1k downloads
38.79
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
26
Month daily avg
54
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
>=3.10
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-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
27 days ago
Total releases
5
Releases/year
49.3
• 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
3
Monthly downloads
1,624
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
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
27.3%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2

Python Versions

3.12
100.0% 2

Top Countries

1. AE AE
10
2. CN CN
10
3. LA LA
10
4. SG SG
10
5. DE DE
2
6. CA CA
1

Dependencies

14
31 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
March 30, 2026
Last Release
4 weeks ago
Last Commit
4 weeks ago
Latest Version
0.1.2.post1
Total Releases
5
Contributors
3
Open PRs
0
Archived
No
Author
Sayantan Majumdar, Justin L. Huntington, Peter ReVelle, Soheil Nozari, Ryan G. Smith, M. F. Hasan, Matt Bromley, Jayden Atkin, Jeremy Rapp, Eric R. Jensen, David Ketchum, Samapriya Roy
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Keywords
agriculture field-boundaries remote-sensing satellite-imagery deep-learning earth-engine geospatial segmentation
Topics
agriculture computer-vision field-boundary geoai geospatial geospatial-foundation-model pre-trained-model satellite-embeddings
Tracking Since
April 5, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links