apple/ml-neuman
A research project that reconstructs 3D human models and background scenes from single video using neural radiance fields.
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NeuMan reconstructs both the background scene and animatable human subjects from a single video using neural radiance fields. The method enables novel view synthesis and novel pose animation of the reconstructed human. It builds on PyTorch3D and uses deep learning for 3D reconstruction and rendering.
Frequently asked
- What is apple/ml-neuman?
- A research project that reconstructs 3D human models and background scenes from single video using neural radiance fields.
- Is ml-neuman open source?
- Yes — apple/ml-neuman is an open-source project tracked on heatdrop.
- What language is ml-neuman written in?
- apple/ml-neuman is primarily written in Python.
- How popular is ml-neuman?
- apple/ml-neuman has 1.3k stars on GitHub.
- Where can I find ml-neuman?
- apple/ml-neuman is on GitHub at https://github.com/apple/ml-neuman.