My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision

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How to get a proper measure of the aleatoric uncertainty in the image classification? The testing part of aleatoric uncertainty in classification only says: `# Aleatoric uncertainty is measured by...

dawoodwasif

the sigma in aleatoric uncertainty

11

Hi, I notice that you get the mu and sigma as https://github.com/ShellingFord221/My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision/blob/e6ed204cd25ac995eb8ec8da701117dcd5aabb1d/classification_aleatoric.py#L81. As I know, sigma should be larger than zero, how can the real value in logit.split to satisfy...

ConanCui

How should i output aleatoric uncertainty about a imge?

1

xixiobba