[Project] The all-in-one 3D medical image segmentation toolkit. From data annotation to model deployment, MedicalSeg is all you need！

Hello, everyone！

We have created an **open-source** **all-in-one** 3D medical image segmentation toolkit called MedicalSeg. MedicalSeg supports the whole segmentation process including **data labeling**, data preprocessing, model training, and model deployment. Major features include:

1. Data preprocessing **with 30% acceleration** using CuPy.
2. High precision pre-trained models on **5 different organs.**
3. High precision models including **nnUnet, TransUnet, UNETR, Vnet,** and more models are coming soon!
4. 3D visualization demo based on itkwidgets.
5. AI-assisted 3D medical image annotation platform …

annotation data data annotation deployment image machinelearning medical model deployment project segmentation toolkit