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Python wrapper around the unet cell segmentation by Falk et al. (ImageJ plugin & caffe backend, https://github.com/lmb-freiburg/Unet-Segmentation).

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unet-segmentation-python

Python wrapper around the unet cell segmentation by Thorsten Falk et al. (ImageJ plugin & caffe backend, https://github.com/lmb-freiburg/Unet-Segmentation).

current functions

Takes 2D image inputs, applies 2D UNET models trained with the UNET ImageJ plugin, returns scores and segmentation results.

Disclaimer

I only provide the wrapper, based on the original work by Falk et al.:

Nature Methods publication: Falk, Thorsten, et al. "U-Net: deep learning for cell counting, detection, and morphometry." Nature methods 16.1 (2019): 67. https://doi.org/10.1038/s41592-018-0261-2

Related resources: https://lmb.informatik.uni-freiburg.de/resources/opensource/unet/

Related github issue: lmb-freiburg/Unet-Segmentation#23

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Python wrapper around the unet cell segmentation by Falk et al. (ImageJ plugin & caffe backend, https://github.com/lmb-freiburg/Unet-Segmentation).

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