Releases: mlcommons/GaNDLF
Releases · mlcommons/GaNDLF
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
Updated feature set for segmentation and classification
Changelog:
- Half-time epoch loss and metric output added for increased information
- Gradient clipping added
- Per-epoch details in validation output added
- Different types of normalization layer options added
- Hausdorff as a validation metric has been added
- New option to save preprocessed data before the training starts
Major refactor finished
- First level of code re-organization
- No API changes for config files
Final tag before major refactor
0.0.8 Merge pull request #39 from sarthakpati/master