Stable Video 4D (SV4D)
is a generative model based on
Stable Video Diffusion (SVD)
and
Stable Video 3D (SV3D)
, which takes in a single-view video of an object and generates multiple novel-view videos (4D image matrix) of that object.
Please note: For individuals or organizations generating annual revenue of US $1,000,000 (or local currency equivalent) or more, regardless of the source of that revenue, you must obtain an enterprise commercial license directly from Stability AI before commercially using SV4D, or any derivative work of SV4D or its outputs, such as “fine tune” or “low-rank adaption” models. You may submit a request for an Enterprise License at
https://stability.ai/enterprise
. Please refer to Stability AI’s Community License, available at
https://stability.ai/license
, for more information.
Model details
: This model is trained to generate 40 frames (5 video frames x 8 camera views) at 576x576 resolution, given 5 reference frames of the same size.
To generate a 5x8 image matrix from a single view video, first run SV3D on the first input frame to generate an orbital video following a specified camera path, then use the orbital video as SV4D's reference views, and input video as reference frames, as conditioning for 4D sampling.
To generate longer novel-view videos, we use the first generated frames as anchors, and then densely sample (interpolate) the remaining frames.
Please check our [tech report] and [video summary] for details.
License
Community License:
Free for research, non-commercial, and commercial use by organizations and individuals generating annual revenue of US $1,000,000 (or local currency equivalent) or less, regardless of the source of that revenue. If your annual revenue exceeds US $1M, any commercial use of this model or derivative works thereof requires obtaining an Enterprise License directly from Stability AI. You may submit a request for an Enterprise License at
https://stability.ai/enterprise
. Please refer to Stability AI’s Community License, available at
https://stability.ai/license
, for more information.
We use renders from the
Objaverse
dataset, available under the Open Data Commons Attribution License, utilizing our enhanced rendering method that more closely replicates the distribution of images found in the real world, significantly improving our model's ability to generalize. We filter objects based on the review of licenses and curated a subset suitable for our training needs.
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.
Safety
As part of our safety-by-design and responsible AI deployment approach, we implement safety measures throughout the development of our models, from the time we begin pre-training a model to the ongoing development, fine-tuning, and deployment of each model. We have implemented a number of safety mitigations that are intended to reduce the risk of severe harms. However, we recommend that developers conduct their own testing and apply additional mitigations based on their specific use cases.
For more about our approach to Safety, please visit our
Safety page
.
Contact
Please report any issues with the model or contact us:
sv4d huggingface.co is an AI model on huggingface.co that provides sv4d's model effect (), which can be used instantly with this stabilityai sv4d model. huggingface.co supports a free trial of the sv4d model, and also provides paid use of the sv4d. Support call sv4d model through api, including Node.js, Python, http.
sv4d huggingface.co is an online trial and call api platform, which integrates sv4d's modeling effects, including api services, and provides a free online trial of sv4d, you can try sv4d online for free by clicking the link below.
stabilityai sv4d online free url in huggingface.co:
sv4d is an open source model from GitHub that offers a free installation service, and any user can find sv4d on GitHub to install. At the same time, huggingface.co provides the effect of sv4d install, users can directly use sv4d installed effect in huggingface.co for debugging and trial. It also supports api for free installation.