Current state#
CAREamics is an on-going project and will include new algorithms in the next releases. We are currently reaching Milestone 1. Here is a list of the current features:
Algorithms#
- Noise2Void 2D/3D/Channels
- structN2V 2D/3D/Channels
- N2V2 2D/3D/Channels
- CARE 2D/3D/Channels
- Noise2Noise 2D/3D/Channels
- CryoCARE 2D/3D
- PN2V 2D/3D/Channels
- PPN2V 2D/3D/Channels
- DivNoising/HDN 2D/3D/Channels
- muSplit 2D/3D
- denoiSplit 2D/3D
- EmbedSeg
Features#
- Pydantic configuration
- TIFF dataloader
- In memory dataset
- Training/prediction
- Tiled prediction
- Checkpoint saving/loading
- Save/load bioimage.io format
- Zarr dataset
- Automated Mixed-Precision
- torch.compile
- napari plugin