README.md

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# Stable Virtual Camera

# **[Project Page](https://stable-virtual-camera.github.io/)**

`Stable Virtual Camera` is a 1.3B generalist diffusion model for Novel View Synthesis (NVS), generating 3D consistent novel views of a scene, given any number of input views and target cameras. We encourage you to visit our [website](https://stable-virtual-camera.github.io/) for more visualizations.

### Model Description

- **Developed by**: [Stability AI](https://stability.ai/)
- **Model type**: Transformer image-to-video model
- **Model details**: This model was trained to generate 3D consistent novel views of a scene given any number of input views and target cameras. Users can specify the target camera trajectory freely, spanning across a large spatial range. Our model is capable of generating large viewpoint changes and temporally smooth samples. As a result, our samples maintain high consistency without requiring additional NeRF distillation, streamlining the view synthesis pipeline in the wild. Furthermore, we show that our method can generate high-quality videos lasting up to half a minute with seamless loop closure.

### License

- **Non-Commercial License:** Free for research and non-commercial use by organizations and individuals. Please refer to Stability AI's Non-Commercial License, available [here](https://huggingface.co/stabilityai/stable-virtual-camera/blob/main/LICENSE), for more information.

### Model Sources

- **Project Page**: [https://stable-virtual-camera.github.io/](https://stable-virtual-camera.github.io/)
- **Paper**: [http://arxiv.org/abs/2503.14489](http://http://arxiv.org/abs/2503.14489)
- **Blog**: [https://stability.ai/news/introducing-stable-virtual-camera-multi-view-video-generation-with-3d-camera-control](https://stability.ai/news/introducing-stable-virtual-camera-multi-view-video-generation-with-3d-camera-control)
- **Code**: [https://github.com/Stability-AI/stable-virtual-camera](https://github.com/Stability-AI/stable-virtual-camera)
- **Demo**: [https://huggingface.co/spaces/stabilityai/stable-virtual-camera](https://huggingface.co/spaces/stabilityai/stable-virtual-camera)
- **Video**: [https://www.youtube.com/channel/UCLLlVDcS7nNenT_zzO3OPxQ](https://www.youtube.com/channel/UCLLlVDcS7nNenT_zzO3OPxQ)

## Usage

For usage instructions, please refer to our [GitHub repository](https://github.com/Stability-AI/stable-virtual-camera).

### Intended Uses

Intended uses include the following research and non-commercial uses:

- Generation of artworks and use in design and other artistic processes.
- Applications in educational or creative tools.
- Research on reconstruction models, including understanding the limitations of these models.

All uses of the model should be in accordance with our [Acceptable Use Policy](https://stability.ai/use-policy).

### Out-of-Scope Uses

The model was not trained to be factual or true representations of people or events. As such, using the model to generate such content is out-of-scope of the abilities of this model.

### Contact

Please report any issues with the model or contact us:

- Security issues: [[email protected]](mailto:[email protected])
- Privacy issues: [[email protected]](mailto:[email protected])