Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Framework of the proposed method. A SE-ResNet-50 model [21], which was pre-trained on VGGFace2 data [22] for face identification, is fine-tuned with AffectNet data [5] for facial recognition using weighted-cluster loss. Before the fine-tuning phase, we add one more fully connected layer to the model while froze the three first stages of the pre-trained model to save computing power. The weighted-cluster loss is used at the output layer to update model parameters. Best view in color.
