PyPI Stats
3DOM-FBK

deep-image-matching

Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.
PyPI GitHub
Downloads
Day
124
Week
224
Month
478
Stars
536
Forks
74
Issues
12
Version
1.2.4

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
56
Adoption
26
Community
40
How the maintenance status was determined
Last commit
76 days ago
Monthly downloads
478
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
478
Stars
536
Stars per 1k downloads
1121.34
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
32
Month daily avg
16
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
>=3.8
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
BSD 3-Clause 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
753 days ago
Total releases
4
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
17
Monthly downloads
478
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
45
 
Issue Burden
22.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
23.0%
contrib / forks
Stale Release
676d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2
Windows 2

Python Versions

3.11
100.0% 4

Top Countries

1. HK HK
2
2. US US
2
3. CA CA
1

Dependencies

22
10 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD 3-Clause License
First Release
April 8, 2024
Last Release
2 years ago
Last Commit
2 months ago
Latest Version
1.2.4
Total Releases
4
Contributors
17
Open PRs
2
Archived
No
Python Versions
3
Wheels
py3
Keywords
image-matching deep-learning local-features multiview-matching sfm
Topics
colmap deep-learning image-matching keypoint-matching keypoints local-feature-matching multiview slam structure-from-motion high-resolution-image historical-images lightglue loftr photogrammetry rotations superglue aerial-photogrammetry terrestrial-photogrammetry image-retrieval
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links