Hello All,
I am working on 3D data of 114 images each of dimensions [180x256x256]. Since such a large image can not be fed directly to the network, I am using overlapping patches of size [64x64x64]. Now there are around 22,000 patches in total for 114 images. which can not be loaded into the Dataloader as cuda memory runs out.
Is there a way to iterate the loading of one image at a time and run patches from the image and go to the next image?
N.B. for each image there is a target 3D mask with 9 different labels.