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[FeatureRequest] `Per Sample` option transforms #85

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mibaumgartner opened this issue May 17, 2020 · 0 comments

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mibaumgartner commented May 17, 2020

Description
Introduce a Per Sample option to transforms.

Proposal
How could the feature be implemented?
Spatial Transforms:

Transforms which use pytorch function -> use loop inside the functional.
If possible, introduce an affine equivalent which can be stacked with other affine transforms and will support per sample augmentation without any loop.

Cropping: Probably only possible with an internal loop

Affine Transforms: already support this option

Intensity/ Channel Transforms: tbd

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