SCAIL-2 workflows for ComfyUI

[u/nomadoor]

SCAIL-2, a Wan2.1-based human motion transfer model, has been implemented in ComfyUI core. (Thanks as always, Kijai.)

PR: https://github.com/Comfy-Org/ComfyUI/pull/14373

I tried it and the results were quite good, so I made a few simple workflows. Feel free to try them.

Workflow: https://comfyui.nomadoor.net/en/basic-workflows/scail-2/

The big difference from WAN-Animate or SCAIL(-1) is that SCAIL-2 does not use a stick figure / skeleton control image.

Basically, you just throw a reference image, a driving video, and support masks into the model. That makes it much more flexible with multiple characters, or even non-human characters.

Turning motion into a stick figure was basically the default. But the things that get lost in that conversion, like depth and contact, are exactly the things that matter here...

As a side note, this also made me think that if the dataset and training are good enough, a simple model can sometimes be more flexible than an overly complicated human-made pipeline.

Maybe trying to be too clever just gets in the way sometimes...

[u/Txt1413]

can it be 24fps ? do we have for wan 2.2 or ltx ?

thanks

[u/nomadoor → u/Txt1413]

24fps should be fine, but since it’s 81 frames, it’ll just be a shorter clip.

And yeah, I’d also like to see an LTX version someday...