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Jaccard Loss Updated

Open stalhabukhari opened this issue 5 years ago • 0 comments

#526

- What I did

Fixed the issue referenced, which concerns implementation of Jaccard Loss function.

- How I did it

I changed the axis argument of summation terms from only channels to all except channels, which is the correct way according to what I have studied. Consequently, this returns a per-channel loss vector for each sample.

- How you can verify it

The functionality and correctness demands (other than theoretical reasoning) verification by training via this loss function. I have used this as well as dice loss (also arranged in a similar configuration) for multiple training sessions which yield good performance.


This pull request fixes Issue #526 opened by me

stalhabukhari avatar Feb 07 '20 11:02 stalhabukhari