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I once messed up and input the RGB values in the wrong order. This lost me 2mIoU in evaluation. If anything it was a pain in the ass to figure out, because the
by imtringued 2y ago
I once messed up and input the RGB values in the wrong order. This lost me 2mIoU in evaluation. If anything it was a pain in the ass to figure out, because the error was so subtle that I thought maybe I was imagining it. So I don't believe that camera calibration is important anymore. What you need is to have a dataset taken by a variety of cameras.
- midjji 2y agoHeh yeah that most deep learning stuff degrades massively if you switch from one camera to another model is telling. But its still important for most things that arent trivial dl.