Why is IoU said to be non-differentiable?

Data Science Asked on July 19, 2021

I have been trying to find an answer online but I couldn’t really find one. If anyone could help me I would appreciate it

One Answer

Intersection over Union (IoU) can be differentiable. The paper "UnitBox: An Advanced Object Detection Network" by Yu et al. describes it detail.

Answered by Brian Spiering on July 19, 2021

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