my result
wuxiang 的测试结果:
模型大小是204M
一张图片前向一次的时间是 16-17ms 时间稍微长一些
sphereface 迭代6W次的结果
ap: 99.934504
eer: 99.133333tpr001: 99.200000
tpr0001: 98.033333
tpr00001: NaN
tpr000001: NaN
tpr0: 84.166667
利用yandong wen 发布的十重校验的结果:
fold ACC
----------------
1 99.00%
2 99.33%
3 99.17%
4 98.83%
5 99.17%
6 98.83%
7 99.00%
8 99.17%
9 99.50%
10 99.50%
----------------
AVE 99.15%
sphereface 64 迭代5W 次的结果
fold ACC
----------------
1 99.17%
2 99.67%
3 99.17%
4 98.83%
5 99.17%
6 99.17%
7 99.17%
8 99.33%
9 99.83%
10 99.50%
----------------
AVE 99.30%
迭代3W次的结果
ACC
----------------
1 98.17%
2 99.33%
3 98.00%
4 98.50%
5 98.00%
6 99.50%
7 98.83%
8 99.00%
9 99.67%
10 98.50%
----------------
AVE 98.75%
得出一个结论:计算十重校验的acc 并不能测出来模型的优劣
还是要靠blurf 来测试效果