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Library for polar transforms of images using PyTorch and Kornia

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lwelzel/polar-transform

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Library for polar transforms of images using PyTorch and Kornia. The module can be resued if the mappings (pixel flow) are the same, e.g. if you have a number of images from the same camera etc. No idea if it propagates gradients. Very small features (~1 pixel) might not be preserved exactly, depending on the upscaling.

Noiseless example

polar_transform_no_noise

Noisy example

polar_transform_with_noise

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