Doubiiu/DynamiCrafter

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3007 stars · 243 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

DynamiCrafter is an open-source research model that animates open-domain still images into short videos using pre-trained video diffusion priors, guided by text prompts. It includes training/fine-tuning code, pretrained weights at multiple resolutions, and generative frame interpolation and looping video capabilities.

Use cases

• animate a still image into a video with a text prompt
• convert a photo to a short video clip
• generate video from a single image using diffusion models
• do generative frame interpolation between images
• create looping videos from still images
• fine-tune an image-to-video diffusion model
• make AI-generated story shots move

When to choose

• you need research-grade image-to-video generation with text motion control
• you want to fine-tune or train an image animation model yourself
• you need frame interpolation or looping video generation from stills
• you want a model with strong VBench I2V benchmark performance

When to avoid

• you need production video editing rather than generative animation
• you lack a GPU or cannot run large diffusion models locally
• you need long-form or high-fidelity commercial video generation
• you want a polished end-user app rather than a research codebase

Facets

library · maturity active

image-processing video-processing machine-learning deep-learning computer-vision image-processing artificial-intelligence deep-learning python image-to-video video-diffusion diffusion-models frame-interpolation text-guided-animation eccv-2024 generative-ai video gpu linux

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