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Generate incredible animations via Stable Diffusion

Deforum Stable Diffusion is an open-source, community-driven project that leverages the power of Stable Diffusion to generate evolving AI visuals, including dreamlike animations from text prompts or driving videos. There is also an extension↗︎ for the Stable Diffusion WebUI↗︎. You can create 2D animations with zoom, transform or translation as 3D motion with XYZ translation and rotation possibilities.

Key Features

  • Open Source and Community-Driven: Encourages contributions and modifications to suit custom needs.
  • Comprehensive Animation Toolkit: Offers capabilities for creating 2D and 3D animations, including zoom, transform, or translation, and 3D motion with XYZ translation and rotation possibilities​​.
  • Ease of Use: Accessible via a Discord Bot or Studio Web App, allowing users to start creating with simple prompts and a selection of motion presets​​.
  • Extensive Customization: Provides over 100 different settings for detailed animation creation, supporting interpolation, 2D and 3D animations, RANSAC animations, CLIP, aesthetic, and color pallet conditioning.
  • Comprehensive Guide and Support: Detailed documentation and guides available to help users get started and troubleshoot any issues.

Getting Started

To begin using Deforum Stable Diffusion, users need to prepare their environment by installing FFmpeg for multimedia processing, the latest NVIDIA drivers for CUDA, a Huggingface token for model downloads, Anaconda for managing Python environments, and Git for version control. Installation involves cloning the GitHub repository, setting up an Anaconda environment, and running an installation script.

Running Deforum

Deforum can be run in various environments: locally using a Python script, Jupyter Notebooks, or through Google Colab, either on local or Colab servers. The project provides flexibility for users to choose their preferred setup, with detailed instructions for each method.

Installation and Configuration

Installing the Deforum extension within the Stable Diffusion environment involves navigating to the extensions tab, searching for Deforum, and completing the installation process. Configuring Deforum settings is crucial for achieving desired animation styles and qualities, with options for adjusting video style, Deforum settings, and specific animation parameters.