MIDL Notebooks
Pre-release
Pre-release
This release was used to compute numbers for the MIDL publication and is stable.
- The normalization of the image intensities was done by dividing pixel intensities by 255 (for 8-bit images) and 65535 (for unsigned 16-bit images). While this normalization strategy lead to a faster training, it lead to a sometimes, poorer OOD performance. In the future releases, the default will be set to
min-max-percentile
(takes model longer to reach the same val IoU but leads to a better inference performance).