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Bare-bones Pytorch Lightning implementation of a Unet for the CAMUS challenge; a challenge in ultrasound heart-structure segmentation.

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Camus challenge in Pytorch Lightning

Bare-bones Pytorch Lightning implementation of a Unet for the CAMUS challenge. CAMUS is a challenge in ultrasound heart-structure segmentation. More info can be found on their website.

About the implementation: the performance isn't SotA - it serves as a baseline to get you started. Suggested first steps for improvement: add a data augmentation strategy.

Getting started

Clone repo with git (bash):

git clone https://github.com/GEJansen/camus-pytorch

Download training and test set on the CAMUS website.

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Bare-bones Pytorch Lightning implementation of a Unet for the CAMUS challenge; a challenge in ultrasound heart-structure segmentation.

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