How to make an abnormal picture be a normal one?

[Junyiliu0]

I am using the chexpert data to transform the picture.
And I found a mistake (maybe).
During the dataload in chexpert dataset. The abnormal label is 0, and the normal label is 1.
But I found the code maybe just using label(0) to do. Maybe because it is suitable for "BRATSDataset".

I change it to force the label is 1.
Did I change it right? I think the code make the normal picture label is 1 for chexpert.
Hope your reply!
Thanks!

[JuliaWolleb]

Hi
yes you are right, in both datasets the class labels should be 0 for healthy, and 1 for diseased.
I suggest to adapt your dataloader such that the labels are consistent.

best, Julia

[Junyiliu0]

I'm sorry to bother you again. When I use the code to make the normal picture. May be I want to generate about 5k pictures. I use batch_size =32 for infer. But I found It's getting slower and slower. Why this appear? I found "the time for 1000" become larger and larger.But the GPU memory hasn't changed.