DreamFusion

Introducing DreamFusion – the ultimate solution for optimizing 3D scenes. This innovative product leverages Imagen, a cutting-edge text-to-image generative model, to deliver exceptional results. With Score Distillation Sampling (SDS), DreamFusion allows for the generation of samples from a diffusion model, optimizing a loss function for coherent and high-quality normals, surface geometry, and depth. Utilizing a 3D scene parameterization similar to Neural Radiance Fields, DreamFusion adds additional regularizers and optimization strategies to further improve geometry. The result? Stunning, relightable NeRFs with a Lambertian shading model that will take your video games, virtual reality experiences, and film production to new heights. Optimize your 3D scenes like never before with DreamFusion.