Hi,
I am reading about CNN segmentation architectures and I am confused about the output layer. Most of them uses 2 layers as the final output one for background and one for foreground probability. Doesn’t it make sense just to have one output layer for the foreground pixels? The probability of the background pixels would be 1-Pf right? Am i missing something? Is there any advantages of having 2 output layers?
Thanks