Can we use this library for 3D volumes? about albumentations HOT 10 CLOSED

I second the need to apply the same transform to an array of images.

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@DecentMakeover
I wrote a simple 3D data augmentation package here inspired by albumentations and batchgenerators, maybe you will find it helpful.

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Yes, volumetric semantic segmentations require extensive data augmentation. It would be nice if 3D volumetric data augmentation is supported.

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Hi, I believe currently this feature is not supported

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Can we rehape 3D volumes and apply this library then reshape it back?

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I believe some transformations may be supported in a hackish way, like split the volume into the separate images, apply the same transform to each of them and combine them back.

In this commit ffe8bdf @albu added functionality that should make it possible.

But we did not check how will it work for the 3D volumes.

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@verdoganai Hi , How did you manage to augment your 3d data?

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@ashawkey Amazing, Did it improve your results ?

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@DecentMakeover Yes, but I'm new to 3D data and there maybe lots of things to test.

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Please support 3D data augmentation.

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