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Repository containing the Kornia related tutorials

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A showcase to use on top of https://github.com/kornia/kornia/pull/2799 which allows us to use a dictionary instead of data keys

Create a series of training and inference tutorials exploring Kornia API with up-to-date real cases open source: - using hugging faces datasets library and datasets available on hugging faces hub...

With the new CI setup (#81) we can choose against which kornia version runs the tutorials. By using the git reference to the `env` action. Example ```yaml uses: kornia/workflows/.github/workflows/[email protected] with:...

enhancement
CI

At #81 I speed up the tutorials run CI by some minutes skipping the cells with `!pip install ...`. At #81, it was done by adding the tag `skip-execution` to...

enhancement
CI

undistorted image (for local testing while wip) @cjpurackal ![image_000000](https://github.com/kornia/tutorials/assets/5157099/c67e849d-c440-45fb-9696-2d483e30a8df)

Merge after https://github.com/kornia/kornia/pull/2706

Open this topic to discuss about the organization of the tutorials. For now I propose to sort them by "difficulty" level: 1. Basic: like hello world stuff: https://kornia-tutorials.readthedocs.io/en/latest/hello_world_tutorial.html, short ones...

And make an emphasis there on necessity of the downscaling https://github.com/kornia/kornia/issues/2257

I created a PR on updating the histogram matching function before. The link is here https://github.com/kornia/kornia/pull/1532 Here is the Notebook to check if the code is correct. Thanks!