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StoryDiffusion

StoryDiffusion is a tool for generating consistent images and videos using self-attention mechanisms.

Introduction

StoryDiffusion

StoryDiffusion is an innovative tool designed for generating consistent images and videos through a unique Consistent Self-Attention mechanism. This project was accepted as a Spotlight Presentation Paper at NeurIPS 2024.

Key Features:
  • Comics Generation: Create engaging comic strips with ease.
  • Image-to-Video Generation: Transform a sequence of images into a video, with results optimized for speed.
  • Two-Stage Long Video Generation: Generate long videos by seamlessly transitioning between images, ensuring consistency and quality.
  • Conditioned Video Generation: Create videos based on user-provided condition images.
Benefits:
  • High-Quality Outputs: Capable of producing long and high-quality AIGC videos.
  • User-Friendly: Easy to use with Jupyter notebooks and Gradio demos.
  • Flexible Installation: Compatible with various systems and requires minimal GPU resources.
Highlights:
  • Official implementation of the research paper "Consistent Self-Attention for Long-Range Image and Video Generation."
  • Encourages responsible use of AI-generated content, with a focus on compliance with local laws.

Information

  • Publisher
    AISecKit
  • Websitegithub.com
  • Published date2025/04/28

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