deepinsight / deepinsight/insightface
What is XNorm?
- Dominant language
- Python
- Stars
- 29.7k
- Forks
- 6.1k
- PR merge metrics
- No merged PRs in 30d
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.
Contributor guide
No contributing guide indexed for this repository
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.
Written by the indexing model from the issue text.
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