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ZhenglinZhou / STAR

[CVPR 2023] STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
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Confidence Score of Detected Facial Landmarks #19

Closed Jourtics closed 1 year ago

Jourtics commented 1 year ago

Is there any way we can find the confidence score of the detected landmarks? Like in face Detection, we get confidence score which tells about its accuracy, similarly is it possible in STAR Loss Model.

ZhenglinZhou commented 1 year ago

Hi @Jourtics, thanks for your interest!

In STAR, you could consider use the $\sqrt{\lambda_1 \lambda_2}$ and $\lambda_1 \/ \lambda_2$ to represent the confidence and ambiguity of prediction, respectively.