What is Stable Video Diffusion?
Stable Video Diffusion is a state-of-the-art generative AI video model that's currently available in a research preview. It's designed to transform images into videos, expanding the horizons of AI-driven content creation.
Features of Stable Video Diffusion
Model Variants: SVD and SVD-XT
Stable Video Diffusion comes in two variants: SVD and SVD-XT. SVD can transform images into 576×1024 resolution videos with 14 frames, while SVD-XT extends this to 24 frames. Both models can operate at frame rates ranging from 3 to 30 frames per second.
Training and Data
To develop Stable Video Diffusion, Stability AI curated a large video dataset with approximately 600 million samples. This dataset was pivotal in training the base model, ensuring its robustness and versatility.
How to Use Stable Video Diffusion
To use Stable Video Diffusion for transforming your images into videos, follow these simple steps:
Step 1: Upload Your Photo
Choose and upload the photo you want to transform into a video. Ensure the photo is in a supported format and meets any size requirements.
Step 2: Wait for the Video to Generate
After uploading the photo, the model will process it to generate a video. This process may take some time depending on the complexity and length of the video.
Step 3: Download Your Video
Once the video is generated, you will be able to download it. Check the quality and, if necessary, you can make adjustments or regenerate the video.
Price
Stable Video Diffusion is currently in a research preview phase and is mainly intended for educational or creative purposes. Please ensure that your usage adheres to the terms and guidelines provided by Stability AI.
Helpful Tips
- Stable Video Diffusion has certain limitations, such as struggling with generating videos without motion, controlling videos via text, rendering text legibly, and consistently generating faces and people accurately.
- The model's flexibility makes it adaptable for various video applications, such as multi-view synthesis from single images.
- It has potential uses in advertising, education, and beyond, offering a new dimension to video content generation.
Frequently Asked Questions
General Questions
- What is Stable Video Diffusion? Stable Video Diffusion is an AI-based model developed by Stability AI, designed to generate videos by animating still images.
- Why is Stable Video Diffusion significant? It represents a major advancement in AI-driven video generation, offering new possibilities for content creation across various sectors, including advertising, education, and entertainment.
Technical Aspects
- What are the different variants of Stable Video Diffusion? There are two variants: SVD and SVD-XT. SVD creates 576×1024 resolution videos with 14 frames, while SVD-XT extends the frame count to 24.
- What are the frame rates of Stable Video Diffusion models? Both models, SVD and SVD-XT, can generate videos at frame rates ranging from 3 to 30 frames per second.
Usage and Applications
- Can Stable Video Diffusion be used for commercial purposes? Currently, Stable Video Diffusion is in a research preview and not intended for real-world commercial applications. However, there are plans for future development towards commercial uses.
- What are the intended applications of Stable Video Diffusion? The model is intended for educational or creative tools, design processes, and artistic projects. It's not meant for creating factual or true representations of people or events.
