Stable Zero123 is a model for view-conditioned image generation based on
Zero123.
With improved data rendering and model conditioning strategies, our model demonstrates improved performance when compared to the original Zero123 and its subsequent iteration, Zero123-XL.
By using Score Distillation Sampling (SDS) along with the Stable Zero123 model, we can produce high-quality 3D models from any input image. The process can also extend to text-to-3D generation by first generating a single image using SDXL and then using SDS on Stable Zero123 to generate the 3D object.
To enable open research in 3D object generation, we've improved the open-source code of threestudio by supporting Zero123 and Stable Zero123.
To use Stable Zero123 for object 3D mesh generation in
threestudio, you can follow these steps:
We use renders from the
Objaverse dataset, utilizing our enhanced rendering method
The model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes.
