DreamFusion

 

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DreamFusion is a tool that utilizes Imagen, a text-to-image generative model, to enhance a 3D scene. It employs Score Distillation Sampling (SDS) to optimize samples in an arbitrary parameter space, such as a 3D space. DreamFusion’s 3D scene parameterization is similar to Neural Radiance Fields, and it incorporates additional optimization strategies to improve geometry and create high-quality normals, surface geometry, depth, and relightable NeRFs with a Lambertian shading model. DreamFusion is beneficial for optimizing 3D scenes for applications such as video games, virtual reality experiences, and film production.

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