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ageitgey / face_recognition

The world's simplest facial recognition api for Python and the command line
MIT License
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Training code for dlib face recognition resnet model #565

Open chensteven opened 6 years ago

chensteven commented 6 years ago

Is there a training code or example available for the model dlib_face_recognition_resnet_model_v1 from https://github.com/davisking/dlib-models?

Also curious if there are any document on what the ResNet architecture look like and etc.

Thanks!

ageitgey commented 6 years ago

There are links to the network architecture and training code here: https://github.com/ageitgey/face_recognition/wiki/Face-Recognition-Accuracy-Problems#question-can-i-re-train-the-face-encoding-model-to-make-it-more-accurate-for-my-images

fatalfeel commented 2 years ago

pytorch main point is TripletLoss 128-D embedding, embedding size = 128
https://github.com/tbmoon/facenet

Theory https://arxiv.org/pdf/1503.03832.pdf