Iam wondering if I need to one-hot encode labels for a segmentation task when using BCEwithoutLogits?
The pixels in my segmentation masks are either 0 (background) or 1(foreground).
In some code examples I saw that labels where on-hot encoded, in others the output channel of the model is equal to 1.