Source code for publication (in review):
Resente, G. et al. "Mask, Train, Repeat! Artificial Intelligence for Quantitative Wood Anatomy" (2021)
Example result (oak) and error map:
Example on a full sized image (alnus):
Hi Alexander,
Thanks for open sourcing the code to the paper.
When I had a look through your evaluation code I found the IoU calculation function:
def coords_IoU(xyset0, xyset1):
return 2*len(xyset0.intersection(xyset1)) / (len(xyset0) + len(xyset1))
If I understand the input parameter correctly I think there is a small mistake in the formula shouldn't it be:
def coords_IoU(xyset0, xyset1):
return len(xyset0.intersection(xyset1)) / (len(xyset0) + len(xyset1)- len(xyset0.intersection(xyset1)))
with your formula the IoU can become greater than 1 which shouldn't be possible.
Thanks for your response
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