liuquande / FedDG-ELCFS

[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
229 stars 33 forks source link

Prostate dataset and dataloader #12

Open franciszchen opened 3 years ago

franciszchen commented 3 years ago

Hi Quande,

Thanks for sharing this exciting research work! Here I want to learn more details about the implementation of the prostate task. It seems the main scripts (including train_ELCFS.py, test_ELCFS.py and freq_space_interpolation_demo.py) are tailored for the Fundus dataset. Could it be possible for me to find the dataloader script of the prostate dataset? Or, Fundus dataset and prostate dataset share the same dataloader script and demand the same dataset preprocessing and folder structure? Another concern is that, could it be possible for me to reproduce the prostate experiment with this repository?

Thanks very much for your time and attention!

H-CODE6 commented 1 year ago

Hello, there was a problem in reproducing this paper recently. I don't understand the process that the author ran publicly. After seeing your successful training, would you please tell me the operation steps? Thank you very much.