imagecorruptions
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Python package to corrupt arbitrary images.
when applied to SVHN or CIFAR images of shape 32x32x3, motion_blur fails with `ValueError: could not broadcast input array from shape (32,0,3) into shape (32,32,3)`
I added 2 modules to easily corrupt the dataset for robustness tests. I created the subcorruption module for easy observation of the effects of corruption. I made changes to the...
I'm trying to create corrupted version of Cifar-10 train set and I noticed that this library fails for most of the corruptions. I have attached example images of some noises...
The multi_channel is removed from scikit-image https://scikit-image.org/docs/stable/api/skimage.filters.html#skimage.filters.gaussian
Hey, I used your tool to do some robustness evaluation of BDD100k. Thereby, I came across an error that I fixed: It looks like newer versions of skimage deprecated the...
There is a similar PR pending which doesn't update all gaussian calls.