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HadiZayer avatar HadiZayer commented on May 25, 2024

I'm assuming that in a multi-class dice loss, you'd calculate the dice loss for each label that is not background and then average them. In this case, there is only one label that is not background, so it's hard-coded for the first label. Even though this sorts of make it not multi-class.

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xiaohu2015 avatar xiaohu2015 commented on May 25, 2024

@HadiZayer Ok, I understand. You had better give a notice on the code.

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shreyaspadhy avatar shreyaspadhy commented on May 25, 2024

Yeah, @HadiZayer has it correct, it was a mistake on my part. Since I only used my UNet for two classes, I must have hard-coded that line during debugging. I'll make the necessary corrections. Thanks for bringing it to my attention!

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shreyaspadhy avatar shreyaspadhy commented on May 25, 2024

I've implemented multi-class DICE loss as of my last push.

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