kavav/stable-virtual-camera

Stable Virtual Camera

Project Page

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 for more visualizations.

Updates

• June 2025: Release v1.1 checkpoint fixing known issues of foreground objects sometimes being detached from the background in v1.0.

Model Description

• Developed by: 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, for more information.

Model Sources

• Project Page: https://stable-virtual-camera.github.io/
• Paper: https://arxiv.org/abs/2503.14489
• Blog: 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
• Demo: https://huggingface.co/spaces/stabilityai/stable-virtual-camera
• Video: https://www.youtube.com/channel/UCLLlVDcS7nNenT_zzO3OPxQ

Usage

For usage instructions, please refer to our GitHub repository.

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.

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: security@stability.ai
• Privacy issues: privacy@stability.ai