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davidsandberg / facenet

Face recognition using Tensorflow
MIT License
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Large Scale Face recognition #1173

Open Badal-Shrestha opened 4 years ago

Badal-Shrestha commented 4 years ago

I have to create a face recognition application that can identified more than 1000 classes. I try to create a classifier by using the facenet feature and passed it to SVM classfier but it takes large amount of time to train the SVM classifier.
Is there any ways to perform large scale face recognition faster and accurate.

Pandede commented 4 years ago

Regardless of the performance and time-consuming, training a NN-based classifier is better than SVM classifier. Training a SVM multiclass classifier take large amount of time because it's breaking down to a multiple binary classification cases.

anxiangsir commented 3 years ago

see this https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch