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Is the model structure different from the original paper?

Open ys198918 opened this issue 6 years ago • 2 comments

In your code, you use the global feature with 256d to do classification, and the paper said they use global features before reduction which is 2048d. Is that a mistake? or you did that for a reason?And by the way, in your code , you use adam with lr 0.0002 which is also different from the paper. Can you tell me why,? In my attemption , it seems like your setting is better than what the paper says.

ys198918 avatar Nov 05 '18 06:11 ys198918

Hello, I found the same problem. Have you tried to use the 2048-dimensional feature before dimension reduction to classify ? Why use the settings in the code, the cross entropy loss is difficult to converge when training

whut2962575697 avatar Nov 03 '19 06:11 whut2962575697

Hello, l found the same problems. Have you tried to use the BNNeck in the global feature. 2048-d fed to triplet and after BN fed to softmax.

muzishen avatar Dec 13 '19 06:12 muzishen