Closed twmht closed 5 years ago
@twmht Sorry, not yet.
As you suggested. I am trying ADAM now. Any feedback will be reported here.
@twmht Hey, I updated this repo yesterday, some bugs are fixed and the conclusion before may have some problem. I found that Mom is better in face recognition. And with resface20(bn), lfw reaches 99.5%, I think batch norm actually increase the performance compared to original paper. Further more, in deeper models, batch norm is a standard configuration. So I think just use it.
@Joker316701882
Hi, So you just append batch norm in each convolution of resnet20, and you don't append the batch norm after the fully connection (which is used as the embedding)?
Hi,
I've tried batch normalization with resnet20 in caffe. But I found out the test accuracy drops.
Do you compare the accuracy with or w/o Batch normalization?