deepinsight / deepinsight/insightface
Does SCRFD generalize?
- 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.
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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