deepinsight / deepinsight/insightface

Does SCRFD generalize?

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Dominant language
Python
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Description

The SCRFD is very interesting. But I have the following concern:

It explores using the WIDER Face validation set and reports results on the validation set. It might overfit the validation set.

Does SCRFD generalize? Or does it generalize to the WIDER Face test set?

Thanks!

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Research direction

The issue names SCRFD and the WIDER Face validation and test sets but no files, tests, or entry points. Start by locating the SCRFD evaluation documentation and result-generation code, then establish whether test-set results are available and document evidence about generalization.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
15/100

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