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Skin Reflectance Estimate Based on Dichromatic Separation (SREDS)

Official Repository for Skin Reflectance Estimate Based on Dichromatic Separation (SREDS).

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paper: https://arxiv.org/abs/2104.02926

most recent paper: https://arxiv.org/pdf/2309.01235

Installation

  git clone /https://github.com/JosephDrahos/SREDS
  cd SREDS/requirements/
  conda env create -f sreds.yml
  conda activate sreds
  pip install -r requirements.txt

Usage

To generate SREDS across a sample dataset (sample_images), run

generateSREDS.ipynb

This script will landmark each image in the sample_image directory and generate the SREDS score for each sample image and save the values in a pandas dataframe.

Open In Colab

Acknowledgements

Copyright 2023 Clarkson University

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Skin Reflectance Estimate Based on Dichromatic Separation (SREDS)

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