ComfyUI-WanAnimatePreprocessV2

Six conditioning maps from one node, when you can't decide what the ControlNet wants

Turn detected poses into the skeleton image your Wan-Animate sampler actually sees

Count blinks on your driving video so you know whether your animated character blinks at all

No, the dropdown isn't broken — put the .onnx files in models/detection

The node that decides whether your Wan Animate drive looks alive or wrong

Track pupil dilation without the camera-distance trap

It classifies saccades at 300°/s — the eye twitches your character animation keeps losing

Your face crops are feeding the encoder garbage — this node catches it before it does

Twelve expression dials, 3-DoF head rotation, gaze offset — all on the pose data, before the sampler

ETH-XGaze at ~2.5° mean angular error

Render eye-gaze into a ControlNet conditioning image — very experimental, very specific

Your Wan Animate skeleton is shaking — this node gives it a 3D spine

Just the skeleton, please — keypoints without the face-crop and gaze machinery

Reshape an OpenPose-18 skeleton into BODY-25, COCO-17 or MediaPipe-33 without re-detecting

A 0-to-1 quality score for your driving clip, before you burn an hour on a render

Fit the lighting of one shot and relight another — spherical harmonics, no model required