Exclude certain augmentations
LSnyd opened this issue · comments
Hi there,
is there a way to exclude certain augmentations?
Vertical flipping for instance does not make sense for the domain I am working with, so I would like to exclude it from the beginning. Thank you in advance!
Hey @LSnyd
In the latest version of AutoAlbument (0.4.0), you can pass a list of operations you want to use through the policy_model.operations key.
Here is an example config that uses all available operations - https://gist.github.com/creafz/41f5c9021623bd3c15b35c50aa93992d#file-search-yaml-L50. Just remove the unneeded ones such as - _target_: autoalbument.faster_autoaugment.models.policy_operations.VerticalFlip.
Hi @creafz,
adding the operations manually worked great, thank you!
When using these operations, I still won't be able to hand over the range of values for the RandomContrast for instance, right? With the standard settings, I end up with white and black images, unfortunately.
My bad I didn't divide the input image (float32) by 255. Now it works for me and I don't end up with black images.