├── .github └── workflows │ ├── install.yml │ └── tests.yml ├── .gitignore ├── README.md ├── keras_fsl ├── __init__.py ├── callbacks │ ├── __init__.py │ ├── binary_statistics.py │ └── tensorboard_save_figures.py ├── dataframe │ ├── __init__.py │ └── operators │ │ ├── __init__.py │ │ ├── abstract_operator.py │ │ ├── naive_max_proba.py │ │ ├── random_assignment.py │ │ └── to_k_shot_dataset.py ├── imgaug │ └── sequentials │ │ ├── __init__.py │ │ └── yolo.py ├── layers │ ├── __init__.py │ ├── centroids_matrix.py │ ├── classification.py │ ├── gram_matrix.py │ ├── slicing.py │ ├── support_layer.py │ └── tests │ │ ├── __init__.py │ │ ├── centroids_matrix_test.py │ │ └── gram_matrix_test.py ├── losses │ ├── __init__.py │ ├── gram_matrix_losses.py │ └── tests │ │ └── gram_matrix_losses_test.py ├── metrics │ ├── __init__.py │ ├── gram_matrix_metrics.py │ └── tests │ │ ├── __init__.py │ │ └── gram_matrix_metrics_test.py ├── models │ ├── __init__.py │ ├── encoders │ │ ├── __init__.py │ │ ├── basic_cnn.py │ │ ├── darknet.py │ │ ├── koch_net.py │ │ ├── single_conv_2d.py │ │ └── vinyals_net.py │ ├── head_models │ │ ├── __init__.py │ │ ├── dense_sigmoid.py │ │ ├── learnt_norms.py │ │ ├── mixed_norms.py │ │ └── tests │ │ │ └── learnt_norms_test.py │ └── siamese_nets.py ├── sequences │ ├── abstract_sequence.py │ ├── prediction │ │ ├── __init__.py │ │ ├── pairs │ │ │ ├── __init__.py │ │ │ └── product_sequence.py │ │ └── single │ │ │ ├── __init__.py │ │ │ └── deterministic_sequence.py │ └── training │ │ ├── __init__.py │ │ ├── pairs │ │ ├── __init__.py │ │ ├── abstract_detector_pairs_sequence.py │ │ ├── abstract_pairs_sequence.py │ │ ├── balanced_pairs_sequence.py │ │ ├── random_balanced_pairs_sequence.py │ │ ├── random_pairs_sequence.py │ │ └── random_product_sequence.py │ │ └── single │ │ ├── __init__.py │ │ ├── deterministic_sequence.py │ │ └── k_shot_n_way_sequence.py └── utils │ ├── __init__.py │ ├── datasets.py │ ├── tensors.py │ ├── tests │ ├── __init__.py │ ├── conftest.py │ ├── datasets_test.py │ ├── tensors_test.py │ └── tfrecord_utils_test.py │ ├── tfrecord_utils.py │ ├── training.py │ └── types.py ├── logs └── triplet_loss_cifar10 │ ├── .gitignore │ └── results.csv ├── notebooks ├── batch_gram_matrix_training.py ├── benchmark_caching_performance.ipynb ├── build_siamese_model_for_serving.py ├── centroids_similarity_training.py ├── evaluate.py ├── omniglot │ └── basic_siamese_nets.py ├── request_served_model.py ├── siamese_nets_training.py ├── supervised_gram_matrix.py ├── triplet_loss_cifar10.py ├── triplet_loss_mnist.py └── unsupervised_cifar10.py ├── poetry.lock ├── pyproject.toml └── setup.cfg /.github/workflows/install.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ClementWalter/Keras-FewShotLearning/HEAD/.github/workflows/install.yml -------------------------------------------------------------------------------- /.github/workflows/tests.yml: 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