ComfyUI-WanAnimate-Enhancer

Enhanced WanAnimateToVideo with multi-dimensional control

Version: 1.0.0

Features

• Motion strength control (body movement)
• Expression strength control (facial animation)
• Pose adherence control (follow pose video)
• Background blend control (character/background integration)
• Fully compatible with original WanAnimateToVideo parameters

Installation

cd ComfyUI/custom_nodes
git clone YOUR_REPO_URL ComfyUI-Wan-Animate-Enhancer
# Restart ComfyUI

Nodes

Wan Animate To Video Enhanced

Category: Wan2.2AnimateEnhancer

Enhanced version of WanAnimateToVideo with additional controls.

Parameters:

• motion_strength (0.0-3.0): Overall motion intensity
• expression_strength (0.0-3.0): Facial expression intensity
• pose_adherence (0.0-2.0): Pose following strength
• background_blend (0.0-1.0): Background integration level
• enable: Enable/disable all enhancements

All original WanAnimateToVideo parameters are supported.

Wan Animate Model Enhancer

Category: Wan2.2AnimateEnhancer

Model patcher for motion strength control. Place between model loader and ToVideo node.

Parameters:

• enable: Enable/disable enhancement

Usage

Basic Usage (Data Layer Only)

[Model] -> [Wan Animate To Video Enhanced] -> [Sampler]

Controls expression, pose, and background. Motion control is limited.

Full Control (Recommended)

[Model] -> [Wan Animate Model Enhancer] -> [Wan Animate To Video Enhanced] -> [Sampler]

Complete control over all parameters including motion strength.

Parameter Guide

Expression Strength

• 0.0-0.8: Subtle expressions
• 1.0: Original
• 1.2-2.0: Enhanced expressions
• 2.0+: Exaggerated (cartoon style)

Motion Strength

• 0.0-0.8: Gentle movement
• 1.0: Original
• 1.2-1.8: Enhanced movement
• 1.8+: Exaggerated

Pose Adherence

• 0.0-0.8: Loose following
• 1.0: Original
• 1.2-1.8: Strict following

Background Blend

• 0.0-0.5: Transparent effect
• 0.8-1.0: Natural integration
• 1.0: Full background

Examples

Cartoon Animation

motion_strength: 1.8
expression_strength: 2.5
pose_adherence: 0.7
background_blend: 1.0

Realistic Style

motion_strength: 0.9
expression_strength: 1.1
pose_adherence: 1.2
background_blend: 0.95

Dance Performance

motion_strength: 1.4
expression_strength: 1.2
pose_adherence: 1.3
background_blend: 1.0

Troubleshooting

Nodes Not Showing

Check installation:

cd ComfyUI/custom_nodes/ComfyUI-Wan-Animate-Enhancer
ls -la

Should see init.py and wan_animate_tovideo_enhanced.py

No Effect

• Check enable parameter is True
• Try larger parameter changes (1.5 or 2.0)
• Ensure using Wan2.2-Animate-14B model

Artifacts in Output

• Lower all strength parameters to 1.0
• Adjust one parameter at a time
• Check input video quality

Requirements

• ComfyUI (latest version)
• Wan2.2-Animate-14B model
• PyTorch 2.0+

License

MIT

Links

• ComfyUI: https://github.com/comfyanonymous/ComfyUI
• Wan2.2 Animate: https://huggingface.co/Wan-AI/Wan2.2-Animate-14B