├── .gitignore ├── LICENSE ├── README.md ├── augmentations ├── contrastive.py ├── diabetic.py └── masking.py ├── data ├── aptos2019.py ├── artificial │ ├── circle_square.py │ ├── generator.py │ └── rectangle_triangle.py ├── datasets.py ├── subsets.py ├── transform.py └── utils.py ├── finetune.py ├── models ├── conrec.py ├── model_factory.py └── model_utils.py ├── requirements.txt ├── resources ├── aptos2019 │ └── splits │ │ └── all.csv ├── circle-square.npz └── rectangle-triangle.npz ├── scripts ├── aptos2019 │ ├── compute_embeddings.py │ ├── evaluate_embeddings.py │ ├── finetune.py │ └── resize_images.py ├── create_synthetic_ds.py ├── plot_results.py └── tf_dataset │ ├── compute_embeddings.py │ └── evaluate_embeddings.py ├── train.py └── utils ├── callbacks.py ├── contrastive.py ├── evaluation.py ├── lars_optimizer.py ├── metrics.py └── train_utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | venv 3 | /logs 4 | 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