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stable-diffusion-webui-non-prompt-travel (extensions)

Of course not only prompts! -- You shall also be able to travel through any other conditions. 😀

ControlNet-Travel

Travel through ControlNet's control conditions like canny, depth, openpose, etc...

⚠ Memory (not VRAM) usage grows linearly with sampling steps, and fusion layers count, this is its nature 😥

Quickstart instructions:

  • prepare a folder of images, might be frames from a video
  • check enble sd-webui-controlnet, set all parameters as you want, but it's ok to leave the ref image box empty
    • reference images will be read from the image folder given in controlnet-travel :)
  • find ControlNet Travel in the script dropdown, set all parameters again, specify your image folder path here
  • click Generate button

Options:

  • interp_meth: (categorical)
    • linear: linear weighted sum, better for area-based annotaions like depth, seg
    • rife: optical flow model (requires to install postprocess tools first), better for edge-base annotaions like canny, openpose
  • skip_latent_fusion: (list of bool), experimental
    • skip some latent layers fusion for saving memory, but might get wierd results 🤔
    • ℹ in my experiences, the mid and in blocks are more safe to skip
  • save_rife: (bool), save the rife interpolated condtion images

by Armit 2023/04/12