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This PR creates a module to get the metrics implemented in MONAI, on the same model than #647. The following metrics would be supported (see https://docs.monai.io/en/stable/metrics.html):
Classification:
Regression
Reconstruction
Segmentation
Generation
I'm waiting for
R2 score
andAverage Precision
to be implemented in MONAI.Waiting for previous PRs to be merged to rebase.