ageitgey / ageitgey/face_recognition
Asian faces
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- Dominant language
- Python
- Stars
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Description
I know the pre-trained model has not had enough Asian face dataset.
But I have seen an Asian face dataset:
http://afad-dataset.github.io/
Can it help to improve the model?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Review the AFAD dataset linked in the issue alongside the repository’s pre-trained face-recognition model. First determine whether the dataset can be used with the model’s training process; done would require a defined evaluation showing whether incorporating it improves performance for Asian faces.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100