DreamFusion

Text-To-Image generative model

DreamFusion is an AI tool that optimizes 3D scenes using a text-to-image generative model called Imagen. With Score Distillation Sampling (SDS), users can generate samples from a diffusion model by optimizing a loss function in an arbitrary parameter space. DreamFusion also uses a 3D scene parameterization similar to Neural Radiance Fields to define a differentiable mapping, resulting in coherent, high-quality normals, surface geometry, and depth. This tool is perfect for video game developers, virtual reality creators, and film producers looking to improve their 3D scenes.