Innovate Futures @ Benji

ComfyUI Wan 2.1 VACE Multi-Conditions - Better ControlNet And Masking V2V

Added 2025-06-05 16:21:49 +0000 UTC

Tutorial Video : https://youtu.be/wo1Kh5qsUc8

Master WAN 2.1 Vace for advanced AI video motion control! This tutorial dives deep into handling complex character animations—like 360-degree turns, dynamic runs, and precise head movements—using multiple ControlNet preprocessors (DepthAnything, DW Pose) and masked style transfers. See how Vace outperforms basic Fun Control for fight scenes, fast motions, and futuristic restyling.

Who Is This Content Suitable For?

VFX artists, game developers, and AI video creators tackling high-motion sequences or style transfers. If you work with action scenes, character animations, or need pixel-perfect masking (e.g., robotic overlays on live actors), Vace’s flexible conditioning is a game-changer.

Why It Matters:

Vace solves motion fidelity issues in AI video:

Precision: Combine Depth + Pose ControlNets for smooth 360° turns.

Style Isolation: Mask specific objects (e.g., convert only characters to robots) while preserving backgrounds.

Workflow Efficiency: Chain multiple Vace encodes (unlike Fun Control’s with preprocessor limit) for better video results.

If you don't know about Wan VACE , check out the basic/ intro tutorial first:

Vace R2V , Control2Video : https://www.youtube.com/watch?v=3wcYbI8s6aU

Vace 14B https://www.youtube.com/watch?v=PWVXbeKlXbY

Vace Mask Inpaint https://www.youtube.com/watch?v=3tu-sTY0k6M

Attached demo workflow of this tutorial: