Lumiere - A Space-Time Diffusion Model for Video Generation

Lumiere is a Google Research project that utilizes a space-time diffusion model for video generation. It can create videos from text prompts, images, and even reference styles.
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Lumiere - A Space-Time Diffusion Model for Video Generation

Product Information

Key Features of Lumiere - A Space-Time Diffusion Model for Video Generation

Generate videos from text prompts, images, and reference styles with Lumiere's space-time diffusion model.

Text-to-Video Generation

Create videos from text prompts with Lumiere's advanced space-time diffusion model.

Image-to-Video Generation

Generate videos from input images with Lumiere's powerful video generation capabilities.

Stylized Generation

Create videos in the target style by utilizing fine-tuned text-to-image model weights with Lumiere.

Reference Style Generation

Use reference images to generate videos in the desired style with Lumiere's advanced model.

Space-Time Diffusion Model

Lumiere's core technology uses a space-time diffusion model to generate high-quality videos.

Use Cases of Lumiere - A Space-Time Diffusion Model for Video Generation

  • Generate videos for social media platforms.

  • Create videos for marketing and advertising campaigns.

  • Use Lumiere for educational purposes, such as generating videos for online courses.

  • Generate videos for personal projects, such as creating animated stories.

Pros and Cons of Lumiere - A Space-Time Diffusion Model for Video Generation

Pros

  • High-quality video generation.
  • Advanced space-time diffusion model.
  • Support for text, image, and reference style inputs.
  • Free to use on the Google Research website.

Cons

  • Limited to specific input formats.
  • May require significant computational resources.
  • Commercial use may require additional licensing.

How to Use Lumiere - A Space-Time Diffusion Model for Video Generation

  1. 1

    Visit the Google Research website to access Lumiere.

  2. 2

    Choose your desired input type (text, image, or reference style).

  3. 3

    Enter your input prompt or upload your image.

  4. 4

    Wait for Lumiere to generate your video.

Lumiere - A Space-Time Diffusion Model for Video Generation

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