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ComfyDeploy: How ComfyUI-Similarity-Score works in ComfyUI?

What is ComfyUI-Similarity-Score?

A custom node for ComfyUI that calculates CLIP and LPIPS similarity scores between two images.

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 ComfyUI-Similarity-Score and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI Image Similarity Node

A custom node for ComfyUI that calculates CLIP and LPIPS similarity scores between two images.

Features

  • CLIP similarity score (semantic similarity)
  • LPIPS similarity score (perceptual similarity)
  • GPU acceleration support

Installation

Clone this repository to your ComfyUI custom nodes directory:

cd ComfyUI/custom_nodes/
git clone https://github.com/risunobushi/ComfyUI-Similarity-Score.git
cd ComfyUI/custom_nodes/ComfyUI-Similarity-Score
pip install -r requirements.txt