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suhas-srinath authored Sep 15, 2024
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Expand Up @@ -14,7 +14,7 @@ This is the official repository for the implementation of [GenSelfDiff-HIS](http
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# Data Pre-processing
The public datasets can be downloaded from [MoNuSeg](https://monuseg.grand-challenge.org/Data/) and [GlaS](https://www.kaggle.com/datasets/sani84/glasmiccai2015-gland-segmentation). These datasets should be placed into the appropriate folders within the pre_process directory to undergo data preprocessing for our specified method. Our proposed HN dataset will be made available for research purposes in the future.
The public datasets can be downloaded from [MoNuSeg](https://monuseg.grand-challenge.org/Data/) and [GlaS](https://www.kaggle.com/datasets/sani84/glasmiccai2015-gland-segmentation). These datasets should be placed into the appropriate folders within the pre_process directory for data pre-processing. Our proposed HN dataset will be made available for research purposes in the future.

# Pre-training
One can run the following script using multi-gpus for generative self-supervision using diffusion. Specify the path to the directory of the unlabeled images on which pre-training needs to be done in the script "pretrain/utils.py".
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