Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Functional dice_score not learning #112

Open
gattia opened this issue Aug 26, 2023 · 1 comment
Open

Functional dice_score not learning #112

gattia opened this issue Aug 26, 2023 · 1 comment

Comments

@gattia
Copy link

gattia commented Aug 26, 2023

Hey,

We were using meddlr for training a recon + segmentation model using a sum of MAE (for recon) and the builtin functional dice_score. However, during training DSC was not improving at all. I took a peak at the function and wondered if the bool operator was somehow causing an issue in backdrop. I implemented a regular continuous dice and it seems to have fixed the issue.

Not sure if the dice_score was only meant for testing and not training? If so, maybe that should be documented? Happy to make a pull request if adding this is helpful.

@ad12
Copy link
Owner

ad12 commented Sep 8, 2023

a PR would be great, thanks!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants