Hello
In image processing and image segmentation studies are these values the same?
mIoU
IoU
DSC (Dice similarity coefficient)
F1 score
Can we convert them together?
There's an excellent answer to your question on srackexchange, so I won't reproduce it here.
https://stats.stackexchange.com/questions/273537/f1-dice-score-vs-iou
Dear Dr. Alexey Chernyavskiy
Thank you so much for the link, it was really helpful.
So by using the equation of (2*IoU)/(IoU+1)= DSC, I can convert them to each other.
Is IoU and mIoU the same or there is another difference between them?
As far as I know, mIoU is just the mean IoU computed over a batch of data.
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