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pXY loss not dropping #4

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shervn opened this issue Aug 9, 2023 · 2 comments
Closed

pXY loss not dropping #4

shervn opened this issue Aug 9, 2023 · 2 comments

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@shervn
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shervn commented Aug 9, 2023

Hi! Many thanks for the cool repo and paper. I'm training the network on a custom dataset, but pXY is not dropping, and therefore the results are not satisfactory. While you were training your networks, did you face such an issue? Do you have any recommendations to improve this? Many thanks in advance!

@dingdingcai
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Thanks for your interest in our work! I didn't encounter any issue regarding the object center offset regression (delta_Pxy). Regressing delta_Pxy is a relatively easy sub-task compared to other components because it is just the object's origin projection offset percent (usually within [-0.5, 0.5]) from the cropped image center.

Please make sure that the ground-truth labels for delta_Pxy are correctly calculated, for example, by visually checking the ground-truth.

@shervn
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shervn commented Aug 14, 2023

Thanks!!

@shervn shervn closed this as completed Aug 14, 2023
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