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ComfyUI Teskor's Utils

Utility nodes for ComfyUI focused on video workflows, OpenPose stability, and chunk-based video generation.

Main use cases:

  • WanVideo
  • AnimateDiff
  • ControlNet OpenPose
  • Long videos
  • Chunked generation

Goal:

Improve stability and visual consistency in generated videos.


Main Nodes

OpenPose Smoother

Purpose

Stabilizes OpenPose pose data across frames.

Raw OpenPose detection is noisy and causes:

  • Pose jitter
  • Hand flicker
  • Missing joints
  • Detection noise
  • Random extra people

What It Does

  • Smooths keypoints over time
  • Fills small gaps
  • Filters unstable detections
  • Optional extra-person removal
  • Outputs smoothed POSEDATA

Typical Pipeline

Load Video
β†’ OpenPose Detection
β†’ OpenPose Smoother
β†’ ControlNet OpenPose
β†’ Video Generation


Color Match Sequential Bias

Purpose

Removes color drift between video chunks.

Designed for chunk-based generation:

  • WanVideo
  • AnimateDiff
  • Long videos

Problem

Chunked generation causes small differences in:

  • Brightness
  • Color balance
  • Contrast

This makes chunk boundaries visible.

What It Does

For each chunk:

  1. Measures previous chunk colors
  2. Measures current chunk colors
  3. Calculates difference
  4. Applies correction

Result:

  • Consistent colors
  • Invisible chunk borders
  • Continuous video

Important Setting

chunk_size must match generation chunk size.

Example:

If chunks are 81 frames:

chunk_size = 81

Typical Pipeline

WanVideo Animate Embeds
β†’ Combine Frames
β†’ Color Match Sequential Bias
β†’ Save Video


Other Nodes

Additional utilities:

  • Batch video loading
  • Pose data save/load
  • Preview image without metadata
  • Preview video without metadata
  • Batch file renaming

Recommended For

  • WanVideo workflows
  • AnimateDiff workflows
  • OpenPose animation
  • ControlNet OpenPose
  • Long video generation
  • Chunked workflows
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