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Hey,

My Name is Justus and currently I am a PhD student in deep learning for medical image analysis. In my freetime I try to help developing many opensource projects.

Currently these are mainly:

as well as my personal projects (which you can see on my profile).

In the past I was also main author of delira.

Unfortunately as a PhD student the time I can use for these open source projects is very limited. If you consider buying me a coffee, you might help to increase that time :)

Featured work

  1. Lightning-AI/pytorch-lightning

    Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

    Python 27,200
  2. PhoenixDL/rising

    Provides everything needed for high performance data loading and augmentation in pytorch.

    Jupyter Notebook 313
  3. pytorch/ignite

    High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

    Python 4,474
  4. MIC-DKFZ/batchgenerators

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

    Jupyter Notebook 1,053
  5. justusschock/shapenet

    PyTorch implementation of "Super-Realtime Facial Landmark Detection and Shape Fitting by Deep Regression of Shape Model Parameters" predicting facial landmarks with up to 400 FPS

    Python 340
  6. delira-dev/delira

    Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

    Python 222

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