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SoftwareGift / FeatherNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019

Code for 3rd Place Solution in Face Anti-spoofing Attack Detection Challenge @ CVPR2019,model only 0.35M!!! 1.88ms(CPU)
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过拟合问题 #56

Open LiangXiaoEr opened 4 years ago

LiangXiaoEr commented 4 years ago

你好，我按照原代码的设置，用FeatherNetB在CASIA_SURF的原始数据集的深度图上进行训练和验证的时候发现训练集的accuracy和loss曲线是正常的，验证集上的accuracy是先升后降，loss是先降后升的，但是best模型的ACER值又能达到论文上面的精度，请问这个问题该怎么处理？

SoftwareGift commented 4 years ago

选择性能最好的

S130111 commented 4 years ago

@LiangXiaoEr 您好　您能把数据分享一下吗

LiangXiaoEr commented 4 years ago

@S130111 你签个协议书发给CASIA_SURF的作者就行了

  1. Download, read the Contest Rules, and sign the agreement,link
  2. Send the your signed agreements to: Jun Wan, jun.wan@ia.ac.cn