[COMMUNITY] Call for contributions / tutorials / examples

Hello, community!

We’re putting out a call for contributions in an effort to make the docs even more useful, with interactive Gradio demos hosted on Hugging Face 🤗

As Kornia is a Computer Vision library, we want users to be able to see the functionalities of our modules as easily as possible. We’re tackling this by making demos to showcase particular features, and then embedding them directly into the docs where possible. For example, see the demo included in the kornia.enhance documentation: https://kornia.readthedocs.io/en/latest/enhance.html#interactive-demo

With our Docs ‘n Demos Sprint, we’re opening this initiative up to the community! The process is simple:

1. Choose from one of the features and examples listed below, or suggest one yourself! Let us know in the comments on this issue.
2. Go to the Kornia organization on Hugging Face, and click “Request to join this org”.
3. Open an issue for your feature, and mention this issue in the description.
4. Build a simple Gradio app to showcase the feature, like this one here: Demo + Code
5. Deploy your Gradio app to Hugging Face Spaces. Make sure to choose “kornia” as the owner.
6. Open a PR with a link to your Gradio app embedded in the docs

.. raw:: html

    <gradio-app space="kornia/edge_detector"></gradio-app>

Visit the demo on `Hugging Face Spaces <https://huggingface.co/spaces/kornia/edge_detector>`_.

Visit the Gradio docs to learn about embedding your app.

Below are some options that we think lend themselves well to creating demos:

• Filtering Operators tutorial
• Image Stitching
• Edge Detection tutorial
• Tracking
• 2D Line fitting
• Image denoising with Total Variation
• Extracting and Combining Tensor Patches
• ZCA whitening
• Geometry image transforms in batch
• Line segment matching
• Image equalization
• Image resize/antialias exploration
• Homography warping
• Morphological operators
• Image registration
• Semantic Segmentation
• Random Mosaic
• Face Detection

Feel free to ask any questions here, or on the Github Discussions.

For further contributions, we also recommend looking at our development notes in CONTRIBUTING.

Happy coding ! The Kornia team

[marianna13]

@edgarriba Hi! I have created demo for Image Registration with Kornia. You can view it here: https://huggingface.co/spaces/marianna13/image_registration_with_kornia

[gagan3012]

Can I take Image denoising with Total Variation