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Glomeruli segmentation in histological images. Evaluation of different U-Net architectures.

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kidney-hack

https://www.kaggle.com/c/hubmap-kidney-segmentation/data

setup

prerequisites:

  1. python 3.7
  2. pipenv
  3. gdal

pipenv install -d or pipenv install -d --python <python_version>

jupyter kernel setup:

pipenv shell

python -m ipykernel install --user --name=<virtual_env_name>

kernel should be available on the list: Kernel -> Change kernel

dataset

kaggle competitions download -c hubmap-kidney-segmentation

and unzip in project root directory

documentation

Available here: Documentation

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Glomeruli segmentation in histological images. Evaluation of different U-Net architectures.

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