facenet icon indicating copy to clipboard operation
facenet copied to clipboard

Large Scale Face recognition

Open Badal-Shrestha opened this issue 4 years ago • 2 comments

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.

Badal-Shrestha avatar Sep 20 '20 09:09 Badal-Shrestha

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.

Pandede avatar Sep 22 '20 17:09 Pandede

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

anxiangsir avatar Mar 16 '21 03:03 anxiangsir