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What does it do?

  • Video Generation
  • Text-to-Video
  • Image-to-Video
  • Stylized Video Generation
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How is it used?

  • Text to Video

Who is it good for?

  • Media, Entertainment & Gaming
  • Research & Development
  • Sales, Marketing & Advertising
  • Technology

What does it cost?

  • Pricing model : Unknown

Details & Features

  • Made By

    Google
  • Released On

    2010-06-14

Lumiere, a product developed by Google Research, is an advanced space-time diffusion model specifically designed for video generation. The primary focus of Lumiere is to synthesize videos that depict realistic, diverse, and coherent motion.

Lumiere offers three distinct functionalities:

- Text-to-Video: This feature allows Lumiere to generate videos based on text inputs or prompts, providing a dynamic interpretation of the input.
- Image-to-Video: This feature uses an input image as a starting point for video generation, functioning similarly to the Text-to-Video feature.
- Stylized Generation: This capability enables Lumiere to give unique styles to the generated video using a single reference image. It creates videos in the target style by utilizing fine-tuned text-to-image model weights.

Lumiere employs a unique Space-Time U-Net architecture, enabling it to generate an entire video in one pass. This approach differs from many existing video models that first create keyframes and then perform temporal super-resolution, a process that can potentially compromise the temporal consistency of the video.

The application of Lumiere extends to various scenes and subjects, including animals, nature scenes, objects, and people, often depicting them in novel or fantastical situations. It has potential applications in sectors such as entertainment, gaming, virtual reality, advertising, and any other areas where dynamic and responsive visual content is required.

  • Supported ecosystems
    Google
  • What does it do?
    Video Generation, Text-to-Video, Image-to-Video, Stylized Video Generation, Video Editing
  • Who is it good for?
    Media, Entertainment & Gaming, Research & Development, Sales, Marketing & Advertising, Technology

PRICING

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Pricing modelUnknown

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