Caffe2 is a lightweight, modular, speed, so i want to do face recognition experiment with it, like light cnn, center loss, large margin softmax, Angular softmax and so on.
- Original Caffe2 library
- Large margin softmax operator
- caffe2/operators/lsoftmax_with_loss.h
- caffe2/operators/lsoftmax_with_loss.cc
- caffe2/operators/lsoftmax_with_loss.cu
- caffe2/python/operator_test/lsoftmax_with_loss_test.py
- face_example
- caffe2/python/examples/sphereface_trainer.py
- caffe2/python/models/sphereface.py
- mnist_example
- caffe2/python/examples/mnist_trainer.py
-
mnist_example for lsoftmax
- margin = 1
- margin = 2
- margin = 3
- margin = 4
Use my version of caffe2, follow origin caffe2 installation Installation