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Adversarial training for NR-IQA models

Install Requirements

  1. Install PDM
  2. Run the following command in the root of the repo
pdm install 

Download Dataset

Download the KonIQ-10k 1024x768. Then run the following ln commands in the root of the repo

cat your_downloaded_path/KonIQ-10k.tar.gz* | tar -xzf - # your_downloaded_path is your path to the downloaded files for KonIQ-10k dataset
ln -s koniq10k/images/ KonIQ-10k

Train

  1. Change the data and log paths in the training configuration file (presets/train.yaml)
  2. Run training with
train --config presets/train.yaml

(Do not use more than one gpu, I'm not sure if parallel training works correctly)

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