deepinsight / deepinsight/insightface

What is XNorm?

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Description

Hi,

I came across XNorm in verification.py. From the code, It's the mean of vector norm of each embedding in test set. Does the value have anything to do with model accuracy? what's the interpretation of high/low XNorm?

Thanks
Peeranat F.

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Research direction

Start by reading verification.py and trace where XNorm is calculated from the test-set embeddings. Check nearby comments or documentation for existing definitions, then document what the value represents and whether the issue provides evidence for interpreting high or low values in relation to model accuracy.

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Assessment

Tech stack
python
Domain
machine-learning
Issue type
Documentation
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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