Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
8
Popularity
91
Adoption
56
Community
60
How the maintenance status was determined
Last commit
372 days ago
Monthly downloads
40,577
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
40,577
Stars
23,042
Stars per 1k downloads
567.86
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
1,238
Month daily avg
1,353
Momentum
-8.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.7
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 Software 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
414 days ago
Total releases
39
Releases/year
16.7
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
20
Monthly downloads
40,577
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
71
Issue Burden
2.9
per 1k stars
Discussions
2.8
per 1k stars
Fork Ratio
0.8%
contrib / forks
Stale Release
No
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
415
Windows
391
macOS
134
Python Versions
3.12
48.5%
450
3.11
16.4%
152
3.10
12.2%
113
3.13
11.7%
109
3.14
11.2%
104
Top Countries
1.
US
262
US
2.
ES
87
ES
3.
JP
55
JP
4.
DE
48
DE
5.
KR
48
KR
6.
CN
47
CN
7.
IN
47
IN
8.
GB
39
GB
9.
RU
39
RU
10.
VN
37
VN
Dependencies
24
- accelerate
- controlnet-aux ==0.0.3
- diffusers ==0.27.2
- easydict
- fastapi ==0.108.0
- gradio ==4.21.0
- huggingface-hub ==0.25.2
- loguru
- omegaconf
- opencv-python
- peft ==0.7.1
- piexif ==1.1.3
- pillow ==9.5.0
- pydantic >=2.5.2
- python-multipart
- python-socketio ==5.7.2
- rich
- safetensors
- torch >=2.0.0
- transformers >=4.39.1
- typer
- typer-config ==1.4.0
- uvicorn
- yacs
Used By
0
Not used by any tracked packages
Package Information
License
Apache Software License
First Release
January 5, 2024
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
1.6.0
Total Releases
39
Contributors
20
Open PRs
10
Archived
Yes
Author
PanicByte
Python Versions
3
3.7
3.8
3.9
3.10
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh