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Interaction (OpenPose)

5.0

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Description

This workflow aims at creating images 2+ characters with separate prompts for each thanks to the latent couple method, while solving the issues stemming from it. Those include inconsistent perspective, jarring blending between areas and inability to generate characters interacting with each other in any way. All of those issues are solved using the OpenPose controlnet, though of course it's not as simple under the hood. You can, though don't need to provide your own OpenPose images, you can extract them from photos or generate them on the spot. The main limitation is how well the preprocessor can detect the pose in the image. For that reason providing your own image will still give the best quality, but of course requires more effort.

The workflow includes a second pass, an upscaler and many QoL features.

It is set up to work with both SD1 and SDXL support, but SDXL only works properly for pregenerating images for pose extraction. The reason is not for the workflow itself, but rather subpar performance of the so-far existing OpenPose ControlNets for SDXL, at least among the ones I found. If something that works better is released, this workflow should be ready for it.

You can technically use character LoRA with this. It does not limit their influence by area, but results are decent as long as they require trigger words. All-in-One type LoRA have the most potential.

More specific instructions inside.

Requires:

(with ComfyUI Manager go to Manager -> Install Missing Nodes)

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  • - latest (a year ago)

  • - v20240605-125053

Primitive Nodes (34)

Note (14)

workflow/1st Pass (1)

workflow/1st Pass (2) (1)

workflow/2nd Pass (1)

workflow/Global Prompt (1)

workflow/Image Load and Resize to Width (1)

workflow/Mine::Loaders (SD1.X/XL) (1)

workflow/Mine::Loaders (SD1.X/XL/CN) (1)

workflow/Mine::Loaders (SD1.X/XL/CN/Simple LoRA) (1)

workflow/Mine::Loaders (SD1.X/XL/Simple LoRA) (1)

workflow/OpenPose Preprocessor (1)

workflow/Prompt (1)

workflow/Prompt Preset Selector (2)

workflow/Size Selector (1)

workflow/Subject (3)

workflow/Upscale (image/cond/-CN) (1)

workflow/Workflow Mode Control (2)

Custom Nodes (7)

ComfyUI

  • - PreviewImage (1)

  • - SaveImage (1)

ComfyUI Impact Pack

  • - ImageSender (1)

  • - ImageReceiver (1)

  • - PlaySound|pysssss (1)

  • - ShowText|pysssss (2)

Checkpoints (0)

LoRAs (24)

Cornflower_Phantom.pt

None.safetensors

OpenPoseXL2.safetensors

SD15 [2D] donutholemix_v10.safetensors

controlnet11Models_openpose.safetensors

kl-f8-anime2.ckpt

sd_xl_refiner_1.0_0.9vae.safetensors

sdxl_vae.safetensors