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AnimateDiff Checkpoint Mixing

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Description

This workflow uses the latent noise mask node to enable the use of two different checkpoints for the subject and background. In these examples I mixed epicphotogasm and mistoonanime. It also allows you to use different loras for the subject/background as well.


The process is relatively simple, create an initial video using one model, create a mask for the subject, feed it into the latent noise mask and then reprocess the initial output with a new model. Finally, I added an adetailer pipeline to adjust the face to the subject model (optional). The process is actually relatively fast using AnimateLCM.


In the attached workflow I used COCO to generate a mask for the dancer, but you can use any method to generate your mask (like rembg for example) or just use your own mask through a video upload.

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  • - latest (2 years ago)

Primitive Nodes (16)

GetNode (6)

Integer (2)

Note (1)

PrimitiveNode (1)

SetNode (6)

Custom Nodes (50)

AnimateDiff Evolved

  • - ADE_LoadAnimateDiffModel (1)

  • - ADE_ApplyAnimateDiffModelSimple (1)

  • - ADE_AnimateDiffSamplingSettings (1)

  • - ADE_StandardUniformContextOptions (1)

  • - ADE_UseEvolvedSampling (2)

ComfyUI

  • - PreviewImage (2)

  • - CLIPVisionLoader (1)

  • - SetLatentNoiseMask (1)

  • - CLIPTextEncode (4)

  • - LoadImage (1)

  • - MaskPreview+ (1)

  • - GetImageSize+ (1)

  • - UltralyticsDetectorProvider (1)

  • - SAMLoader (1)

  • - ImpactSimpleDetectorSEGS_for_AD (1)

  • - SEGSPaste (1)

  • - ToBasicPipe (1)

  • - SEGSDetailerForAnimateDiff (1)

  • - OneFormer-COCO-SemSegPreprocessor (1)

  • - DepthAnythingPreprocessor (1)

  • - DWPreprocessor (1)

  • - PiDiNetPreprocessor (1)

  • - IPAdapterModelLoader (1)

  • - IPAdapterAdvanced (2)

  • - PrepImageForClipVision (1)

  • - ACN_AdvancedControlNetApply (4)

  • - ControlNetLoaderAdvanced (3)

  • - VHS_VideoCombine (3)

  • - VHS_LoadVideo (1)

  • - LoRA Stacker (2)

  • - HighRes-Fix Script (1)

  • - Efficient Loader (2)

  • - KSampler (Efficient) (2)

  • - ColorToMask (1)

Checkpoints (0)