kornia 0.8.2

Open Source Differentiable Computer Vision Library for PyTorch

Stars: 11075, Watchers: 11075, Forks: 1138, Open Issues: 61

The kornia/kornia repo was created 7 years ago and the last code push was Yesterday.
The project is extremely popular with a mindblowing 11075 github stars!

How to Install kornia

You can install kornia using pip

pip install kornia

or add it to a project with poetry

poetry add kornia

Package Details

Author

None

License

Apache-2.0

Homepage

None

PyPi:

https://pypi.org/project/kornia/

Documentation:

https://kornia.readthedocs.io/en/latest

GitHub Repo:

https://github.com/kornia/kornia

Classifiers

• Scientific/Engineering/Artificial Intelligence
• Scientific/Engineering/Image Processing
• Software Development/Libraries

Related Packages

Errors

A list of common kornia errors.

Code Examples

Here are some kornia code examples and snippets.

GitHub Issues

The kornia package has 61 open issues on GitHub

• [Bug]: Fix incorrect output tensor shape in RawToRgb documentation
• fix: restrict cuda feature to supported platforms to unblock mac builds
• fix: add polyfill for enum.member to support python <3.11
• [Bug]: ImportError in mutual_information.py on Python < 3.11
• [Bug]: Pixi dependency resolution fails globally due to invalid CUDA targets for macOS
• test : add missing exception and dynamo tests for FaceDetector
• [pre-commit.ci] pre-commit suggestions
• [Bug]: PadTo is probably misnamed, since it crops if the image is too large.
• Integrating depth anything 3: PR1
• Improve smoke test for RandomVerticalFlip3D
• (feature): Added Open-CV style thresholding operations to the enhance/threshold module
• refactor(color): vectorize yuv with device-aware dispatch and safety …
• SmolVLM2 architectural components and data flow
• refactor: Optimize YCbCr conversions with device-aware vectorization
• Implemented from_pretrained to load official PaliGemma weights from Hugging Face

See more issues on GitHub