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Accuracy Issue #40

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PhenomenalOnee opened this issue Oct 14, 2020 · 1 comment
Open

Accuracy Issue #40

PhenomenalOnee opened this issue Oct 14, 2020 · 1 comment

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@PhenomenalOnee
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Really Nice Tutorial..
I have trained using code from https://github.com/siriusdemon/Build-Your-Own-Face-Model/tree/master/detection centerface detection and facing Accuracy Issue.
Some Modifications I have done according to your repo as follows
HeatMap generation using your code.
FocalLoss implementation for heatmap loss
removed landmark generation layer.
Data augmentation ( random crop, random scale, translation) from https://github.com/Paperspace/DataAugmentationForObjectDetection

I have trained Mobilnet_10 model with pretrained weights upto 90 epochs with LR 5e-4 and facing accuracy problem as compared to original centerface model.
Also during inference if i use threshold to 0.50, 1000+ face detections are made (false detection)
Can you help?

@PhenomenalOnee
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@Watebear yes sure we can . I have mailed you. we can contact and start this journey

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