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Cellpose Overlap Dataset

A small cell dataset with overlapped labels.

Used with https://github.com/kirkegaardlab/diffusionsplit for the paper Spontaneous breaking of symmetry in overlapping cell instance segmentation using diffusion models.

Instructions

Download this repository and place the original cellpose dataset (downloadable from https://www.cellpose.org/dataset) in the cellposedataset folder. Run python overlap_dataset.py and the dataset is now available in the folder overlapdataset. Note that there are multiple label files per image in order to account for overlapping masks.

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