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Face Registration with multiple faces of a Single Person

Open Darshcg opened this issue 4 years ago • 3 comments

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

Darshcg avatar Dec 16 '20 14:12 Darshcg

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

shubham-shahh avatar Feb 09 '21 09:02 shubham-shahh

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)

Tetsujinfr avatar May 03 '21 20:05 Tetsujinfr

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

shubham-shahh avatar May 05 '21 08:05 shubham-shahh