Nodes/ComfyUI-WanAnimatePreprocessV2/Wan Quality Scorer — Temporal Jitter (V2)
ComfyUI Node

Wan Quality Scorer — Temporal Jitter (V2)

Per-frame quality and jitter metrics from pose + (optional) expression JSON. Outputs aggregate quality score in [0,1].

By Code2Collapse·Created 7 months ago·Updated 12 days ago· 17
Wan Quality Scorer — Temporal Jitter (V2)
    • metrics_json
    • quality_score
    • mean_body_velocity
    • mean_face_velocity
    • mean_expression_jitter
    • bad_frame_count
    pose_data_json[]
    image_diagonal_px1500
    confidence_threshold0.30
    max_velocity_px60
    expression_window8
    bad_velocity_thr_px40
    bad_visibility_thr0.50
    expression_coeffs_json
    CategoryWanAnimatePreprocess_V2/Quality

    Inputs (8)

    NameTypeDefaultDescription
    pose_data_jsonSTRING[]
    image_diagonal_pxFLOAT150064–16384Used to normalise pixel velocities.
    confidence_thresholdFLOAT0.300–1
    max_velocity_pxFLOAT601–1000Body kp px velocity that would yield score 0.
    expression_windowINT82–60
    bad_velocity_thr_pxFLOAT401–1000
    bad_visibility_thrFLOAT0.500–1
    expression_coeffs_jsonoptSTRING

    Outputs (6)

    NameTypeDescription
    metrics_jsonSTRING
    quality_scoreFLOAT
    mean_body_velocityFLOAT
    mean_face_velocityFLOAT
    mean_expression_jitterFLOAT
    bad_frame_countINT