MagicAnimate

Web · Self-hosted

Freedom report

One barScore 5.3

MagicAnimate is ranked #21 of 23 in AI animation makers on Freedom251. It runs on Self-hosted, Web.

Compared on AI animation makers

Purpose: MagicAnimate is a diffusion-based framework for animating human images with temporal consistency, faithful reference-image preservation, and animation fidelity.
Inputs: The pipeline uses a reference image and a target DensePose motion sequence.
Identity preservation: The pipeline uses an appearance encoder for identity preservation.
Long videos: A video fusion strategy is used to produce smooth transitions during inference for long video animation.
Applications: The project page shows examples of cross-identity, unseen-domain, multi-person, and text-to-image-generated reference animation.
Online demo: The repository links to an online Gradio demo hosted on Hugging Face.
Local use: The README provides commands to launch a local Gradio demo on one or multiple GPUs.
Requirements: The README lists Python 3.8 or later, CUDA 11.3 or later, and ffmpeg as prerequisites.
Model dependencies: The README instructs users to download Stable Diffusion v1.5, an MSE-finetuned VAE, and MagicAnimate checkpoints.
License: The public repository identifies its license as BSD-3-Clause.
Research context: The project page lists Show Lab at the National University of Singapore and ByteDance affiliations for its authors.
Founded: 2023

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