deepinsight / deepinsight/insightface
Vargfacenet + faces_glint
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Description
I am training vargfacenet with faces_glint dataset, below are my result
testing verification..
(12000, 512)
infer time 10.401622999999994
[lfw][177500]XNorm: 23.159211
[lfw][177500]Accuracy-Flip: 0.99700+-0.00314
testing verification..
(14000, 512)
infer time 11.917347999999999
[cfp_fp][177500]XNorm: 21.214161
[cfp_fp][177500]Accuracy-Flip: 0.91829+-0.01338
testing verification..
(12000, 512)
infer time 10.231041000000001
[agedb_30][177500]XNorm: 23.092572
[agedb_30][177500]Accuracy-Flip: 0.96883+-0.00837
The accuracy on verification datasets looks good, but when i manually check the similarity between two different faces the similarity score comes higher than 50%.
Can anyone explain me why this is happening?
@nttstar
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