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WAN 2.2 Animate - Revolutionary AI Character Animation

Transform any static image into lifelike animations with WAN 2.2 Animate's cutting-edge AI technology.

How to Use WAN 2.2 Animate

1

Upload Your Character Image

Start by uploading a clear image of the character you want to animate. WAN 2.2 Animate works best with high-quality images showing full body or clear facial features.

2

Add Reference Motion Video

Upload a reference video containing the motion you want to replicate. WAN Animate will analyze and transfer these movements to your character with precision.

3

Choose Animation Mode

Select between Animation mode (animate your character with reference motion) or Replacement mode (replace character in existing video). WAN 2.2 Animate adapts to your creative needs.

4

Configure Settings & Generate

Adjust resolution, frame rate, and other parameters. Click generate and let WAN 2.2 Animate work its magic. Download your animated video in minutes.

Core Features of WAN 2.2 Animate

Discover what makes WAN Animate the industry-leading AI animation tool

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Holistic Motion Capture

Captures every nuance from facial micro-expressions to full body movements with advanced AI analysis.

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Character Replacement

Replace characters in videos while preserving lighting and perspective with Relighting LoRA.

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State-of-the-Art AI

Advanced skeleton signals and unified symbolic representation for superior performance.

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High-Resolution Output

Generate videos up to 1280x720 resolution with various aspect ratios and frame rates.

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Multi-GPU Acceleration

Distributed processing with FSDP and DeepSpeed for faster generation times.

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Flexible Deployment

Use online via Hugging Face or deploy locally with as low as 8GB VRAM.

Watch WAN 2.2 Animate Demo

About WAN 2.2 Animate Technology

Revolutionary AI Animation Framework

WAN 2.2 Animate represents a breakthrough in AI-powered character animation. Developed by leading researchers, this unified framework combines cutting-edge computer vision with advanced neural networks to deliver unprecedented animation quality.

At its core, WAN Animate utilizes a modified input paradigm that unifies multiple animation tasks into a common symbolic representation. This innovative approach allows WAN 2.2 Animate to handle both character animation and replacement seamlessly within a single model architecture.

The technology behind WAN 2.2 Animate includes spatially-aligned skeleton signals for precise body motion replication and advanced facial feature extraction for realistic expression reenactment. Combined with the auxiliary Relighting LoRA module, WAN Animate ensures characters blend naturally into any environment while maintaining their unique appearance.

With WAN 2.2 Animate being open-source and continuously improved by the community, it represents not just a tool, but a platform for the future of AI-driven content creation. Whether you're a solo creator or a large studio, WAN Animate scales to meet your animation needs.

📄 Read Research Paper💻 View on GitHub

Learn more about the technical implementation and research behind WAN 2.2 Animate

How WAN 2.2 Animate Works

Input Processing

WAN 2.2 Animate begins by analyzing your input image and reference video. The AI extracts skeletal structure, facial landmarks, and motion patterns to create a comprehensive understanding of the desired animation.

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Motion Analysis with WAN Animate

Using spatially-aligned skeleton signals, WAN 2.2 Animate maps the reference motion to your character. The system preserves natural movement dynamics while adapting to your character's unique proportions.

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Character Synthesis

WAN 2.2 Animate's neural network generates each frame, maintaining consistency across the entire animation. The Relighting LoRA ensures proper lighting and shadow integration with the environment.

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Output Generation

Finally, WAN Animate compiles the animated frames into a smooth, high-quality video. Support for various formats and resolutions ensures compatibility with your workflow.

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WAN 2.2 Animate FAQ

What is WAN 2.2 Animate?

WAN 2.2 Animate is a state-of-the-art AI model that generates realistic character animations by combining a single character image with reference motion video. Using advanced neural networks, WAN Animate can replicate complex movements, expressions, and integrate characters seamlessly into new environments.

Does WAN 2.2 Animate support audio synchronization?

Yes, WAN 2.2 Animate can generate animations synchronized with audio, making it perfect for creating lip-sync videos, music videos, and dialogue scenes. The model intelligently matches character movements to audio cues for natural-looking results.

What hardware requirements does WAN Animate have?

WAN 2.2 Animate is optimized for various hardware configurations. Thanks to layer-by-layer offload and FP8 quantization, it can run on GPUs with as little as 8GB VRAM. For optimal performance, WAN Animate supports multi-GPU setups with distributed processing capabilities.

Is WAN 2.2 Animate open source?

Yes! WAN 2.2 Animate is completely open source. The model weights and source code are available on GitHub, allowing developers to integrate WAN Animate into their own applications, customize it for specific use cases, or contribute to its ongoing development.

What's the difference between Animation and Replacement modes?

WAN 2.2 Animate offers two primary modes: Animation mode generates a new video of your character image performing the reference motion, perfect for bringing static images to life. Replacement mode replaces an existing character in a video with your chosen character while maintaining the original motion and environment, ideal for character swapping in existing footage.

Can WAN Animate handle different video resolutions?

Yes, WAN 2.2 Animate supports various resolutions up to 1280x720 pixels. The model automatically adjusts to different aspect ratios and can process videos of varying lengths. For best results with WAN Animate, we recommend using high-quality input images and reference videos.

How long does it take to generate animations with WAN 2.2 Animate?

Generation time with WAN 2.2 Animate depends on several factors including video length, resolution, and hardware. On average, a 10-second animation at 720p takes 2-5 minutes on a modern GPU. WAN Animate's multi-GPU support can significantly reduce processing time for longer videos.

What types of characters work best with WAN Animate?

WAN 2.2 Animate works with various character types including real humans, illustrated characters, 3D renders, and anime-style artwork. For optimal results, use clear, well-lit images with visible facial features and body structure. WAN Animate's versatility makes it suitable for diverse creative applications.

What Creators Say About WAN 2.2 Animate