ageitgey / ageitgey/face_recognition
how to train a model like 'dlib_face_recognition_resnet_model_v1.dat'
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Description
Hello,
I wanna train a new model to face recognition with dlib on Asian dataset named glint, because now the model is not suitable for Asian. Is there any code for training reset_model_v1?
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
Start by reviewing the dlib_face_recognition_resnet_model_v1.dat model and the dlib training question in the issue, including the proposed glint Asian dataset. No repository file or test is named. Done would require a documented, reproducible path for training a comparable face-recognition model.
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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
- 20/100