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Python library for realistically degrading images.

Home Page: https://www.photometric.io/blog/realistic-image-degradation/

License: Other

Python 98.27% C++ 1.53% Shell 0.20%
blur computer-vision data-augmentation image-degradation machine-learning noise python data-preprocessing image-processing image-quality

degradr's Issues

How to use

Hi,

I have a collection of ~58k HR images for use in training SISR.
I would like to use your code to synthesize their LR pairs.
I'm finding it rather confusing and I'm not really sure how to go about this.
I would greatly appreciate some dumbed-down instructions, if possible.

Kind regards,
terrainer

Any plans to integrate with albumentations

Thanks for the work.

Most pipelines use albumentations as it supports a single API for all augmentations. It is battle tested in production and installation is straightforward. This work would reach out to more users if it was integrated with it. Any plans of that?

Also do you have comparisons to albumentations augmentations of some of your functions? Especially implementation details and speed benchmarks.

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