deepinsight / deepinsight/insightface
unable to reproduce the result with lfw at FAR 1e-5
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- Python
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Description
Hi,
I tried to generate a new large scale lfw benchmark, the protocol is similar to blurf (http://www.cbsr.ia.ac.cn/users/scliao/projects/blufr/)
From the model zoo, I test glint360k_r50 and got 99% accuracy at FAR 1e-5, but I can't reproduce the result from the training code. my result is only 95%
any idea?
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Research direction
Start by comparing the model-zoo glint360k_r50 evaluation with the training-code configuration and the BLUFR-like LFW protocol described in the issue. Confirm whether the same data, checkpoint, and FAR 1e-5 measurement produce the reported 99% result; otherwise document the discrepancy and its cause.
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Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100