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MagicAnimate

showlab.github.io

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Visit showlab.github.io
Spec score 6.8 #22 of 23 in AI Animation Makers

Spec sheet

Purpose
MagicAnimate is a diffusion-based framework for animating human images with temporal consistency, faithful reference-image preservation, and animation fidelity.Read 8 Oct 2026 · showlab.github.io
License
The public repository identifies its license as BSD-3-Clause.Read 8 Oct 2026 · github.com
Founded
2023Read 28 Sep 2026 · showlab.github.io
Applications
The project shows examples involving unseen-domain images, text-to-image generated references, and multi-person animation.Read 8 Oct 2026 · showlab.github.io
GPU inference
The repository documents inference on a single GPU or multiple GPUs.Read 8 Oct 2026 · github.com
Identity preservation
The pipeline uses an appearance encoder for identity preservation.Read 4 Oct 2026 · showlab.github.io
Inputs
The project describes using a reference image and a target DensePose motion sequence to generate an animation.Read 8 Oct 2026 · showlab.github.io
Local requirements
The documented installation prerequisites are Python 3.8 or later, CUDA 11.3 or later, and ffmpeg.Read 8 Oct 2026 · github.com
Local use
The README provides commands to launch a local Gradio demo on one or multiple GPUs.Read 4 Oct 2026 · github.com
Long videos
Its video fusion strategy is designed to produce smooth transitions during inference on long video animations.Read 8 Oct 2026 · showlab.github.io
Model dependencies
The getting-started instructions call for Stable Diffusion V1.5, an MSE-finetuned VAE, and MagicAnimate checkpoints.Read 8 Oct 2026 · github.com
Online demo
The repository links to an online Gradio demo, and also documents launching a local Gradio demo.Read 8 Oct 2026 · github.com
Requirements
The README lists Python 3.8 or later, CUDA 11.3 or later, and ffmpeg as prerequisites.Read 4 Oct 2026 · github.com
Research affiliation
The project page lists authors affiliated with Show Lab at the National University of Singapore and ByteDance.Read 8 Oct 2026 · showlab.github.io
Research context
The project page lists Show Lab at the National University of Singapore and ByteDance affiliations for its authors.Read 4 Oct 2026 · showlab.github.io

Where Specifiction places it

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