VistaDream is a PyTorch implementation for single-view 3D scene reconstruction. It employs a training-free approach leveraging diffusion models to generate multiview-consistent images and depth maps, enabling novel view synthesis from a single input image. The method produces high-quality RGB renderings and depth information for the reconstructed 3D scene without requiring additional training.