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ComfyDeploy: How ComfyUI-Image-Evaluation works in ComfyUI?

What is ComfyUI-Image-Evaluation?

An extension to ComfyUI that evaluates images using multiple models.

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

ComfyUI Image Evaluation Node

This repository contains an extension to ComfyUI

This node allows you to evaluate the Clip Score between two images or a image and a text prompt using the CLIP model and DINO Score between two images using the DINO model.

Installation

  • Clone this repository into the custom_nodes folder of ComfyUI.
cd ComfyUI-Image-Evaluation
  • Install the requirements.
pip install -r requirements.txt
  • Restart ComfyUI and the extension should be loaded.

Features

Alt text

  • Clip Text Score: Evaluate the Clip Score between two images or a image and a text prompt using the CLIP model.
  • Clip Image Score: Evaluate the Clip Score between a image and a target image using the CLIP model.
  • Dino Score: Evaluate the DINO Score between two images using the DINO model.

Nodes

Author