Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
0
Popularity
73
Adoption
20
Community
40
How the maintenance status was determined
Last commit
1107 days ago
Monthly downloads
114
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
114
Stars
2,785
Stars per 1k downloads
24429.82
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
4
Month daily avg
4
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
1153 days ago
Total releases
1
Releases/year
0.3
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
12
Monthly downloads
114
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
36
Issue Burden
21.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
4.0%
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
1
Windows
1
Python Versions
3.10
50.0%
1
3.11
50.0%
1
Top Countries
1.
CA
1
CA
2.
MY
1
MY
3.
RU
1
RU
4.
SG
1
SG
5.
US
1
US
Dependencies
27
- addict ~=2.4.0
- albumentations ~=1.3.0
- basicsr ~=1.4.2
- cudatoolkit ~=11.3
- einops ~=0.3.0
- gradio ~=3.16.2
- imageio ~=2.9.0
- imageio-ffmpeg ~=0.4.2
- invisible-watermark >=0.1.5
- kornia ~=0.6
- numpy ~=1.23.1
- omegaconf ~=2.1.1
- open-clip-torch ~=2.0.2
- opencv-contrib-python ~=4.3.0.36
- prettytable ~=3.6.0
- pytorch ~=1.12.1
- pytorch-lightning ~=1.5.0
- safetensors ~=0.2.7
- streamlit ~=1.12.1
- streamlit-drawable-canvas ~=0.8.0
- test-tube >=0.7.5
- timm ~=0.6.12
- torchmetrics ~=0.6.0
- torchvision ~=0.13.1
- transformers ~=4.19.2
- webdataset ~=0.2.5
- yapf ~=0.32.0
Used By
0
Not used by any tracked packages
Package Information
License
Unknown
First Release
March 10, 2023
Last Release
3 years ago
Last Commit
3 years ago
Latest Version
0.0.1.dev0
Total Releases
1
Contributors
12
Open PRs
1
Archived
No
Author
Juncong Moo
Python Versions
3
3.6
3.7
3.8
3.9
3.10
3.11
Wheels
py3
Keywords
Topics
-
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh