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tamerthamoqa / facenet-pytorch-glint360k

A PyTorch implementation of the 'FaceNet' paper for training a facial recognition model with Triplet Loss using the glint360k dataset. A pre-trained model using Triplet Loss is available for download.

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About make Triplet dataset

55renchen opened this issue · comments

commented

I have a puzzle，when generate triplet, I think the distance between pos and anc should less than the distance between anc and neg.

commented

Hi 55renchen,

Could you clarify? Do you mean the Semi-Hard Negative triplet selection method?

This blog post by Olivier Moindrot may be helpful:
https://omoindrot.github.io/triplet-loss#triplet-mining