Please read example_for_a_image.py to use the augmentator.
Two augmentators are implemented in this project.
"styleaug" - self-style augmentation. (Thanks to https://github.com/philipjackson/style-augmentation)
"mixstyleaug" - mixed style augmentation. (Thanks to https://github.com/clovaai/WCT2)
Example of geodesic distance calculation is presented in geodesic_distance_torch.py
Thanks to https://github.com/thuml/Domain-Adaptation-Regression.
- Solve the bugs for CPU.
- Available for single channel images (gray images).
- Available for 3D patches.
- More optional parameters for mixstyleaug. A random_mix parameter has been added.
- Fix the bugs in example_for_a_image.py for saving images.
- Traditional augmentation.
- AugMix.
- Mixup.
- Copy and paste.
- Add calculation of geodesic distance for datasets estimation.