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Link to original content: http://github.com/auroua/InsightFace_TF/issues/100
About the accuracy computation(关于计算准确率的问题) · Issue #100 · auroua/InsightFace_TF · GitHub
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About the accuracy computation(关于计算准确率的问题) #100

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shiyanpei opened this issue Nov 17, 2019 · 1 comment
Open

About the accuracy computation(关于计算准确率的问题) #100

shiyanpei opened this issue Nov 17, 2019 · 1 comment

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@shiyanpei
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Hi, I found the implementation of accuracy just take the logits and then pass it into a softmax.

pred = tf.nn.softmax(logit)
acc = tf.reduce_mean(tf.cast(tf.equal(tf.argmax(pred, axis=1), labels), dtype=tf.float32))

However, the computation of the logits make use the ground truth labels. So how can this be true?

Thank you.

你好,我发现计算准确率的实现是用arcface 算法生成的logits 直接进行softmax函数计算的, 但是再arcface 算法中,logits 的生成需要用到数据的真实label。所以测试集的准确率是不是不可以这样计算?
谢谢

@18335100284
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+1

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