Simple 3D *face* reconstruction model from single image for Interactive 3D apps
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Description
Model Request
Which model would you like to see in the model zoo?
Basically any model that can do 3D face reconstruction from a single frontal photo. Even simple one. I believe
Describe why this model is relevant
These days 3d apps built with Unreal / Unity often need 3D face reconstruction capabilities in order to unlock creative freedom of users. For example, somebody wants to use their own face model to drive Virtual character. Moreover, users often don't have resources to use complex 3D scan like apps, they only have a webcam.
Notes
Any additional information, code snippets
Contributor guide
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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
The issue names no files, tests, or entry points. Start by defining the model and ONNX model-zoo requirements, then assess a single-image frontal-face reconstruction approach for Unreal and Unity use; done requires a concrete model contribution with agreed scope and validation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- unity, unreal-engine
- Domain
- computer-graphics, 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