batchgenerators

batchgenerators is a python package that we developed at the Division of Medical Image Computing at the German Cancer Research Center (DKFZ) to suit all our deep learning data augmentation needs. It is not (yet) perfect, but we feel it is good enough to be shared with the community. If you encounter bug, feel free to contact us or open a github issue.

Keywords for this software

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References in zbMATH (referenced in 4 articles )

Showing results 1 to 4 of 4.
Sorted by year (citations)

  1. Alain Jungo, Olivier Scheidegger, Mauricio Reyes, Fabian Balsiger: pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis (2020) arXiv
  2. Fernando Pérez-García, Rachel Sparks, Sebastien Ourselin: TorchIO: a Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning (2020) arXiv
  3. Frank Mancolo: Eisen: a python package for solid deep learning (2020) arXiv
  4. Sekuboyina A et al.: VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images (2020) arXiv