[feature] Adding Support for Test-Time Augmentation

NRCan / geo-inference

A light-weight python package for extracting features from geospatial imagery

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[feature] Adding Support for Test-Time Augmentation #21

Closed mpelchat04 closed 1 month ago

mpelchat04 commented 2 months ago

Test-Time Augmentations (TTA) can improve accuracy during inference.
It would be interesting to allow the use of TTA in geo-inference, to further boost performance.
Example with pytorch: https://github.com/qubvel/ttach

Questions for discussions:

How would that look like in a Dask/Xarray world?
There would certainly have an impact of processing time?!

mpelchat04 commented 1 month ago

Closed with #23