CharlesCNorton
67a6a63fab
- Correct "interative" to "interact" - Replace "examplar" with "example" - Change "expertised knowledge" to "expert knowledge"
3.1 KiB
Stable Virtual Camera
Stable Virtual Camera (Seva) 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.
🎉 News
- March 2025 -
Stable Virtual Camerais out everywhere.
🔧 Installation
Windows Users: Please use WSL as flash attention isn't supported on native Windows yet: https://github.com/pytorch/pytorch/issues/108175
Clone the repository:
git clone --recursive https://github.com/Stability-AI/stable-virtual-camera
To setup the virtual environment and install all necessary model dependencies, simply run:
pip install -e .
Check INSTALL.md for other dependencies if you want to use our demos or develop from this repo.
📖 Usage
We provide two demos for you to interact with Stable Virtual Camera.
🚀 Gradio demo
This gradio demo is a GUI interface that requires no expert knowledge, suitable for general users. Simply run
python demo_gr.py
For a more detailed guide, follow GR_USAGE.md.
💻 CLI demo
This cli demo allows you to pass in more options and control the model in a fine-grained way, suitable for power users and academic researchers. An example command line looks as simple as
python demo.py --data_path <data_path> [additional arguments]
For a more detailed guide, follow CLI_USAGE.md.
For users interested in benchmarking NVS models using command lines, check benchmark containing the details about scenes, splits, and input/target views we reported in the paper.
📚 Citing
If you find this repository useful, please consider giving a star ⭐ and citation.
@article{zhou2025stable,
title={Stable Virtual Camera: Generative View Synthesis with Diffusion Models},
author={Jensen (Jinghao) Zhou and Hang Gao and Vikram Voleti and Aaryaman Vasishta and Chun-Han Yao and Mark Boss and
Philip Torr and Christian Rupprecht and Varun Jampani
},
journal={arXiv preprint},
year={2025}
}