Zero123++ is a single-image multi-view consistency diffusion base model. It can generate multi-view images from a single input image, featuring a stable diffusion VAE. You can use it to generate opaque images with a gray background. You can also use it to run Deep ControlNet. Both the model and source code are available on the official website.