Regarding the MobileNet SSD v2 model, I was wondering to what extend it captures uncertainty of the predictions.

There are 2 types of uncertainty, data uncertainty (aleatoric) and model uncertainty (epistemic).

The model outputs bounding boxes with a confidence score, but what uncertainty does that score represent?

From what I know models usually only capture aleatoric uncertainty in their predictions, but not the epistemic one. Is this also true for MobileNet SSD v2?


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