Various_softmax_by_Keras

Keras implementation of various loss functions in face recognition and visualization on Mnist

Author	LCorleone
E-mail	[email protected]

Requirements

tensorflow 1.5
keras 2.2.0
some common packages like numpy and so on.

Quick start

Now we support original softmax, center loss, A-softmax and AM-softmax.
Just change the loss_name in keras_mnist_loss_compare.py

loss_name = 'AM-softmax'

Mnist Visualization

original softmax

center-loss

A-softmax

AM-softmax

To do

Reference