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ComfyDeploy: How Diffusion360_ComfyUI works in ComfyUI?

What is Diffusion360_ComfyUI?

ComfyUI plugin of [a/SD-T2I-360PanoImage](https://github.com/ArcherFMY/SD-T2I-360PanoImage). base t2i-pipeline for generating 512*1024 panorama image from text input

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for Diffusion360_ComfyUI and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

Diffusion360_ComfyUI

ComfyUI plugin of https://github.com/ArcherFMY/SD-T2I-360PanoImage

features

  • ✅ text-to-panoimage pipeline
  • ✅ image-to-panoimage pipeline

Installation

  1. Install ComfyUI following https://github.com/comfyanonymous/ComfyUI

  2. Install this plugin by the following commands.

    cd ComfyUI/custom_nodes
git clone https://github.com/ArcherFMY/Diffusion360_ComfyUI
cd Diffusion360_ComfyUI
pip install -r requirements.txt

Note that I recommend to install 0.20.0<= diffusers <= 0.26.0. The higher diffusers version will get an over-saturated SR result.

Usage

prepare the models

Download models from HF. Rename the folder sd-t2i-360panoimage to diffusion360 and put the folder into models/diffusers.

${ComfyUI_ROOT} 
|-- models
    |-- diffusers
        |-- diffusion360
            |-- sd-base
            |-- sr-base
            |-- sr-control
            |-- sd-i2p
            |-- RealESRGAN_x2plus.pth
            |...

load workflows

Load workflows from the folder workflows/

${This_Repo_ROOT} 
|-- workflows
    |-- Text2Pano.json ## text-to-pano pipeline
    |-- Image2Pano_load_image.json ## image-to-pano pipeline, load a square image from local.
    |-- Image2Pano_gen_image.json ## text-to-pano pipeline, generate a square image from a certain SD model. (only support batchsize=1)