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@MIC-DKFZ

MIC-DKFZ

Division of Medical Image Computing, German Cancer Research Center (DKFZ)

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  1. nnUNet nnUNet Public

    Python 6k 1.8k

  2. batchgenerators batchgenerators Public

    A framework for data augmentation for 2D and 3D image classification and segmentation

    Jupyter Notebook 1.1k 222

  3. trixi trixi Public

    Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and you…

    Python 219 20

  4. TractSeg TractSeg Public

    Automatic White Matter Bundle Segmentation

    Python 229 75

  5. basic_unet_example basic_unet_example Public

    An example project of how to use a U-Net for segmentation on medical images with PyTorch.

    Python 140 38

  6. nnDetection nnDetection Public

    nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that …

    Python 555 98

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