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Features
- Score Distillation Sampling (SDS)
- 3D scene parameterization similar to Neural Radiance Fields
- Additional regularizers and optimization strategies to improve geometry
- High-quality normals, surface geometry and depth
- Relightable NeRFs with a Lambertian shading model
Use Cases
DreamFusion can be used to optimize 3D scenes for video games, allowing for the optimization of samples in an arbitrary parameter space, such as a 3D space. The use of Score Distillation Sampling (SDS) and additional regularizers and optimization strategies can be used to improve geometry, resulting in coherent, high-quality normals, surface geometry and depth, and relightable NeRFs with a Lambertian shading model.
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