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Face Registration with multiple faces of a Single Person #25

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Darshcg opened this issue Dec 16, 2020 · 3 comments
Open

Face Registration with multiple faces of a Single Person #25

Darshcg opened this issue Dec 16, 2020 · 3 comments

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@Darshcg
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Darshcg commented Dec 16, 2020

Hi @nwesem,

Thank you for your Repo.
I was having a doubt on giving a multiple faces of a Single Person for Registration. How to do so?
If we are giving a single image for the Person the accuracy is not good. So, I thought of giving a multiple images for a Single Person to get the good accuracy.

Thanks in advance
Darshan

@shubham-shahh
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shubham-shahh commented Feb 9, 2021

you need to create a .pkl file with all the facial embedding of a faces(be it single or multiple) of the same person and then compare that embedding with the feature vector generated by facenet. soon ill put up a PR with this feature
you can access feature vector here

@hirwa145 hirwa145 mentioned this issue Feb 28, 2021
@Tetsujinfr
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hi, any update on adding this feature to the repo?

btw I think the accuracy is quite good when testing with a single image per ID in the DB. It would be amazing to be able to efficiently add more faces for a given ID (instead of adding pictures of the same person in the DB which I guess is not good performance wise)

@shubham-shahh
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hi, any update on adding this feature to the repo?

btw I think the accuracy is quite good when testing with a single image per ID in the DB. It would be amazing to be able to efficiently add more faces for a given ID (instead of adding pictures of the same person in the DB which I guess is not good performance wise)

Hi please refer the deepstream issue for updates here

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3 participants