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IACC: Cross Illumination-Aware and Colour Correction for Underwater Images Under Mixed Natural and Artificial Lighting

1. Environmental requirements

python=3.9
pytorch=1.12.1
timm
ruamel.yaml
kornia

2. Train

  • Download the UIEB dataset
  • Divide the dataset into training set, validation set and test set
  • edit train_path and valid_path in config.yaml
  • activate your python environment
  • python run.py

3. test

Test metrics from IQA-PyTorch