├── .gitignore ├── LICENSE ├── README.md ├── data ├── a1.png ├── a2.png ├── b1.png ├── b2.png ├── some_signature.png └── some_signature_features.pth ├── example.py ├── interactive_example.ipynb ├── models └── .keep ├── requirements.txt ├── setup.py └── sigver ├── __init__.py ├── adversarial ├── __init__.py ├── pgd_max_l2.py ├── train_ensadv.py └── train_madry.py ├── datasets ├── __init__.py ├── base.py ├── brazilian.py ├── cedar.py ├── gpds.py ├── mcyt.py └── util.py ├── featurelearning ├── __init__.py ├── data.py ├── models │ ├── __init__.py │ └── signet.py └── train.py ├── metalearning ├── __init__.py ├── data.py ├── maml_pytorch.py ├── models │ ├── __init__.py │ ├── pretrain_wrapper.py │ ├── signet.py │ └── smallcnn.py └── train.py ├── preprocessing ├── __init__.py ├── crop.py ├── normalize.py └── process_dataset.py └── wd ├── __init__.py ├── data.py ├── metrics.py ├── test.py └── training.py /.gitignore: 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