Installation (only used with Ubuntu-22.04)

git clone https://github.com/kamilisjon/self-supervised.git
cd self-supervised
python3 -m venv venv
source venv/bin/activate
python3 -m pip install -e .

Usage

1. Prepare data
   1. Download data from https://www.kaggle.com/datasets/volodymyrgavrysh/pneumothorax-binary-classification-task
   2. Extract the download zip file
   3. Generate pre-text data python3 examples/data/pneumothorax.py
   4. Vizualize examples python3 examples/data/viz_classification_data.py
2. Train PYTHONPATH=. python examples/train_effnet.py