Without the BN layer can performance well

[wbhu]

Without the BN layer can performance well

[wbhu]

You could put the quantitative results and the trained model for evaluation.

[xiaojuan123]

but my network does not converge when I remove BN，what's your resolution?please

[chaoyueziji]

but my network does not converge when I remove BN，what's your resolution?please

Hmm, my network structure is Conv + relu + bn, so when I remove BN, I find it convergent and has similar performance. So at first I thought BN was an unnecessary module. My experiment result is to remove BN module and optimize it by Adam. When the noise level is 25, the result can reach 29.15.