If you want to reproduce the results in the paper for benchmark evaluation and training, you will need to setup dataset.
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Download the dataset from here
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Place the data in the data folder like
${CircleNet_ROOT} |-- data '-- |-- monuseg
Unfortunately, the glomeruli dataset is not publicly available. Please see MoNuSeg 2018 (above) for reference.