ComfyUI Wan2 2 Animate Infinite Video Generation(Facial Expression transfer, Human or Object Swap)

Описание: #comfy #comfyui #aivideo #wanvideo #
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Update(20251005):
Wan animate V2 KJ version(big improvements. Fix the old issues in consistency and broken frames, etc, just replace the model with this new version in the workflow)
https://huggingface.co/Kijai/WanVideo...

Workflows mentioned in the video(Download links):
If you don't have a powerful local GPU, just like me, you could also run the workflows on the cloud(4090 24GB) through the links below; they have free credits every day, good for personal use.
Update(20251005):
Wan animate V2 KJ version(big improvements. Fix the old issues in consistency and broken frames, etc, just replace the model with this new version in the workflow)
https://huggingface.co/Kijai/WanVideo...



Wan2.2-Animate-Swap-Anything(Point-Editor)
https://www.runninghub.ai/post/197041...
Wan2.2-Animate-Swap-Anything(Auto-Seg)
https://www.runninghub.ai/post/197032...
Wan2.2-Animate-Face-Swap(Auto-Seg)
https://www.runninghub.ai/post/197032...
Wan2.2-Animate-Clothes-Try-On-Not-Swap(Auto-Seg)
https://www.runninghub.ai/post/197031...

Models mentioned in the video:

Base model: Goes to ComfyUI/models/diffusion_models folder
https://huggingface.co/Kijai/WanVideo...

GGUF: Goes to ComfyUI/models/unet folder
https://huggingface.co/Kijai/WanVideo...

Loras: Goes to ComfyUI/models/loras folder
https://huggingface.co/Kijai/WanVideo...
https://huggingface.co/Kijai/WanVideo...
https://huggingface.co/Kijai/WanVideo...
https://huggingface.co/Kijai/WanVideo...
https://huggingface.co/Kijai/WanVideo...

Text Encoders: Goes to ComfyUI/models/text_encoders folder
https://huggingface.co/Kijai/WanVideo...

VAE: Goes to ComfyUI/models/vae folder
https://huggingface.co/Kijai/WanVideo...


Frustrated with inconsistent results and short video lengths from Wan2.2 Animate? This is the definitive guide to generating infinite, non-looping videos with ComfyUI, while mastering advanced video manipulation like facial expression transfer and human/object swaps.

In this detailed tutorial, we dive into the "unusual" usage of the Wan2.2 Animate model to get professional-grade results. You'll discover the secret to achieving consistency by matching input composition and learn how to break the model's inherent length limit.

What You'll Learn:

Unlimited Video Generation: We'll show you how to bypass the typical frame limit using a custom workflow and the "frame_window_size" setting, allowing you to create videos of any length.

Mastering Consistency: Learn a key tip for getting consistent character and object identity, including how to handle backgrounds and masks for better results.

Advanced Swapping: Get a step-by-step walkthrough of how to perform impressive face swaps, human swaps, and object swaps, including how to transfer facial expressions with lip sync.

Low VRAM Optimization: We cover how to run this powerful workflow on GPUs with low VRAM by using GGUF models and other optimization techniques.

Ready-to-Use Workflows: Access our meticulously crafted workflows, including a version with the GGUF model, so you can start creating immediately.

This video provides all the tips, tricks, and pitfalls we've encountered, so you can start creating stunning AI videos with precision and ease.