- Utilizes MONAI instead of NiLearn as the image loading and processing core.
- This results in data loading and augmentation speeds seemingly 10-20x faster in my experiments (your results may vary).
- Simplifies configuration options.
- Removes support for generating filenames as this caused more headaches than it was worth.
- Due to the above changes, old configuration files are not likely to work anymore.
- Images are now read as MONAI MetaTensor objects.
- Preprocessing is now done almost entirely in Torch.
- Adds requirements.txt
- Adds Quick Start Guide
- Adds more FAQs
- Adds Normalization documentation
- Allows for using MONAI loss classes
- Removes old examples
- Using --fit_gpu_mem is no longer supported
- Removes old sequences/datasets (we will try adding some back in the future)