New metric calculation mechanism
Changelog:
- Misc bugfixes for segmentation and classification
- DFU 2021 parameter file added
- Added SDNet for supervised learning - https://doi.org/10.1016/j.media.2019.101535
- Added option to re-orient all images to canonical
- Preprocessing and augmentation made into separate submodules