batchgenerators - a python framework for data augmentation

Zenodo (CERN European Organization for Nuclear Research)

Abstract

A framework for on the fly data augmentation for 2D and 3D images. Works with all commonly used deep learning frameworks. If you use it, please cite it. The most recent version of batchgenerators can be found at: https://github.com/MIC-DKFZ/batchgenerators

Authors 13

1. Fabian Isensee

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

2. Paul F. Jäger

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

3. Jakob Wasserthal

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

4. David Zimmerer

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

5. Jens Petersen

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

6. Simon Köhl

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

7. Justus Schock Aachen

   RWTH Aachen University

   Affiliation as printed

   RWTH

8. Tobias Roß

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

9. Sebastian Wirkert

   German Cancer Research Center

   Affiliation as printed

   German Cancer Research Center

10. Peter Neher

    German Cancer Research Center

    Affiliation as printed

    German Cancer Research Center

11. Stefan Dinkelacker

    German Cancer Research Center

    Affiliation as printed

    German Cancer Research Center

12. Gregor Koehler

    German Cancer Research Center

    Affiliation as printed

    German Cancer Research Center

13. Klaus Hermann Maier-Hein

    German Cancer Research Center

    Affiliation as printed

    German Cancer Research Center