--- license: other license_name: sv3d-nc-community license_link: LICENSE datasets: - allenai/objaverse pipeline_tag: image-to-video extra_gated_prompt: >- By clicking "Agree", you agree to the [License Agreement](https://huggingface.co/stabilityai/sv3d/blob/main/LICENSE.md) and acknowledge Stability AI's [Privacy Policy](https://stability.ai/privacy-policy). extra_gated_fields: Name: text Email: text Country: country Organization or Affiliation: text Receive email updates and promotions on Stability AI products, services, and research?: type: select options: - Yes - No --- # Stable Video 3D ![](sv3doutputs.gif) **Stable Video 3D (SV3D)** is a generative model based on [Stable Video Diffusion](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt) that takes in a still image of an object as a conditioning frame, and generates an orbital video of that object. Please note: For commercial use, please refer to https://stability.ai/license. ## Model Details This model was trained to generate 21 frames at resolution 576x576 given a context frame of the same size, finetuned from SVD Image-to-Video. Please check our [tech report](https://stability.ai/s/SV3D_report.pdf) and [video summary](https://youtu.be/Zqw4-1LcfWg) for details. We release two variants of the model: 1. **SV3D_u**: This variant generates orbital videos based on single image inputs without camera conditioning. 2. **SV3D_p**: Extending the capability of SVD3_u, this variant accommodates both single images and orbital views allowing for the creation of 3D video along specified camera paths. ### Model Description * **Developed by**: [Stability AI](https://stability.ai/) * **Model type**: Generative image-to-video model * **License**: [Stability AI Community License](https://huggingface.co/stabilityai/sv3d/raw/main/LICENSE.md). * **Commercial License**: to use this model commercially, please refer to https://stability.ai/license ### Model Sources * **Repository**: https://github.com/Stability-AI/generative-models * **Tech report**: https://stability.ai/s/SV3D_report.pdf * **Video summary**: https://youtu.be/Zqw4-1LcfWg * **Project page**: https://sv3d.github.io * **arXiv page**: https://arxiv.org/abs/2403.12008 ### Training Dataset We use renders from the [Objaverse](https://objaverse.allenai.org/objaverse-1.0) dataset, utilizing our enhanced rendering method that more closely replicate the distribution of images found in the real world, significantly improving our model’s ability to generalize. We selected a carefully curated subset of the Objaverse dataset for the training data, which is available under the CC-BY license. ## Usage For usage instructions, please refer to our [generative models GitHub repository](https://github.com/Stability-AI/generative-models) ### Out-of-Scope Use The model was not trained to be factual or true representations of people or events, and therefore using the model to generate such content is out-of-scope for the abilities of this model. The model should not be used in any way that violates Stability AI's [Acceptable Use Policy](https://stability.ai/use-policy).