Fabian Isensee
Fabian Isensee
OK then. Do you have any idea what could have caused this?
One thing our implementation does not do well is if you re-instantiate the multithreaded augmenter all the time. It can take a while to shut down and therefore cause delays....
The processes are not the issue. The problem lies in the pin_memory_loop which for some reason I don't understand does not terminate :-/
I just tried it and unfortunately it does not work. The thread is not joining. I believe this may be caused by some objects not being freed. Maybe the workers...
Dear @lassoan , thank you for bringing this to our attention! If you wish I can add this information to our readme. Or you can make a PR to add...
Hi, SpatialTransform_2 uses a different implementation of elastic deformation. You can use either of the SpatialTransform. Both will be supported in the future. I have yet to make up my...
Hi, I know nothing about the MONAI pipelines and cannot help you with your issue. Have you tried running it separately or using the batchgenerator stuff? One thing you might...
Hi Brett, this is normal and unfortunately there is nothing I can really do about this because the function you mention wil part of the scipy.ndimage.map_coordinates function we need for...
Hi Brett, GPU augmentations is certainly an interesting topic and I will look into this once it is fully implemented. However, this will complicate the dataloading a lot, and I...
If you want you can share a standalone dummy script of your data augmentation pipeline and I will have a look at it. Please make sure it is standalone (no...