pipeline_tag: text-to-image
license: other
license_name: stable-cascade-nc-community
license_link: LICENSE
Stable Video Diffusion Image-to-Video Model Card
Stable Video Diffusion (SVD) Image-to-Video is a diffusion model that takes in a still image as a conditioning frame, and generates a video from it.
Model Details
Model Description
Stable Cascade is a diffusion model trained to generate images given a text prompt.
- Developed by: Stability AI
- Funded by: Stability AI
- Model type: Generative text-to-image model
Model Sources
For research purposes, we recommend our StableCascade Github repository (https://github.com/Stability-AI/StableCascade).
- Repository: https://github.com/Stability-AI/StableCascade
- Paper: https://openreview.net/forum?id=gU58d5QeGv
Evaluation
Uses
Direct Use
The model is intended for research purposes for now. Possible research areas and tasks include
- Research on generative models.
- Safe deployment of models which have the potential to generate harmful content.
- Probing and understanding the limitations and biases of generative models.
- Generation of artworks and use in design and other artistic processes.
- Applications in educational or creative tools.
Excluded uses are described below.
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.
Limitations and Bias
Limitations
- Faces and people in general may not be generated properly.
- The autoencoding part of the model is lossy.
Recommendations
The model is intended for research purposes only.