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Hello, I'm trying to train the model with only dice loss (i.e no BCE loss) but the dice loss does not improve as you can see in the figure below. Pink is dice only, blue is dice+BCE.
These are the resulting masks, where the dice-only-masks (left) are completely uniform and does not improve at all....