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ComfyUI Extension: ComfyUI_Strimmlarns_aesthetic_score

Authored by strimmlarn

Created

Updated

29 stars

Nodes: CalculateAestheticScore, LoadAesteticModel, AesthetlcScoreSorter, ScoreToNumber. Aesthetic score for ComfyUI

Custom Nodes (0)

    README

    ComfyUI-Strimmlarns-Aesthetic-Score

    Aesthetic score for ComfyUI

    About

    Grade images by using code from Improved Aesthetic Score Predictor for ComfyUI

    Install

    1. clone repository to custom_nodes
    2. cd into the repository and "pip install -r requirements.txt"
    3. download a model, I have tried:
      • https://raw.githubusercontent.com/grexzen/SD-Chad/blob/main/chadscorer.pth
      • https://raw.githubusercontent.com/christophschuhmann/improved-aesthetic-predictor/blob/main/ava%2Blogos-l14-linearMSE.pth
    4. put model inside folder "<ComfyUI dir>/models/aesthetic/". Make dir, its not there
    5. Run ComfyUI and pray

    Nodes

    image

    Load Aesthetic Model:

    You pick a model

    Calculate Aestetic Score:

    Calculate image score, needs model and image

    Aesthetic Score Sorter:

    Takes 2 images and 2 scores and output 2 images and 2 score where image paired with best score gets the top output

    Score To Number:

    Convert the score so it can be used in nodes requiring a number. Alot of stuff in Was Node Suite use number as intput

    Example Project

    Generate 4 images with diffrent samplers and sort them by aesthetic score. Higest to lowest, json included in image: image

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