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Uncertainty estimation for anchor-less Object Detection models (demo) #301

@Dref360

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@Dref360

I don't think this has been investigated yet, so that could be fun.

Basically:

  • Run RT-DETR N times
  • Use the first inference as target
  • Match subsequent inferences using Hungarian match Example
  • Use BALD on the predictions' logits.
  • Present uncertainty using supervision (simple presentation)

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