Monthly downloads
2.9M
Weekly downloads
620.6K
GitHub stars
-
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.9
Licence
MIT License
Last Release
1 year ago
Author
Vladimir Iglovikov
First Release
June 28, 2018
Total Releases
87
Python Versions
3.9
3.10
3.11
3.12
3.13
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
507 days ago
Monthly downloads
2,851,664
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
2,851,664
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
88,663
Month daily avg
95,055
Momentum
-6.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.9
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT 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
507 days ago
Total releases
87
Releases/year
10.5
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
Unknown
Monthly downloads
2,851,664
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
52.5K
Windows
7.4K
macOS
1.7K
Python Versions
3.12
38.8%
22.0K
3.13
26.4%
15.0K
3.11
19.7%
11.1K
3.10
11.8%
6.7K
3.14
3.3%
1.9K
Top Countries
1.
US
40.7K
US
2.
SG
3.2K
SG
3.
DE
3.1K
DE
4.
FR
1.4K
FR
5.
SE
1.2K
SE
6.
JP
1.0K
JP
7.
CN
990
CN
8.
IN
796
IN
9.
CA
735
CA
10.
IE
649
IE
Weekly Downloads
GitHub Stars
Dependencies
8
- albucore ==0.0.24
-
eval-type-backport
python_version < "3.10"
- numpy >=1.24.4
- opencv-python-headless >=4.9.0.80
- pydantic >=2.9.2
- pyyaml
- scipy >=1.10.0
-
typing-extensions
>=4.9.0
python_version < "3.10"
3 optional dependencies
-
huggingface-hub[hub]extra == "hub"
-
pillow[text]extra == "text"
-
torch[pytorch]extra == "pytorch"
Used By
331
- transparent-background 135.5K/mo
- romatch 69.1K/mo
- doclayout-yolo 39.5K/mo
- autotrain-advanced 25.6K/mo
- img2dataset 24.7K/mo
- terratorch 19.1K/mo
- fastestimator-nightly 17.9K/mo
- pyplatypus 12.8K/mo
- pix2tex 12.5K/mo
- deeplabcut 9.4K/mo
Repository details
Forks
-
Issues
-
Last Commit
-
Contributors
-
Open PRs
-
Archived
-
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
2D augmentation
3D augmentation
aerial photography
anomaly detection
artificial intelligence
autonomous driving
bounding boxes
classification
computer vision
computer vision library
data augmentation
data preprocessing
data science
deep learning
deep learning library
depth estimation
face recognition
fast augmentation
image augmentation
image processing
image transformation
images
instance segmentation
keras
keypoint detection
keypoints
machine learning
machine learning tools
masks
medical imaging
microscopy
object counting