├── .gitignore ├── LICENSE ├── README.md ├── datas ├── miniImagenet │ ├── proc_images.py │ ├── test.csv │ ├── train.csv │ └── val.csv └── omniglot_28x28.zip ├── miniimagenet ├── miniimagenet_test_few_shot.py ├── miniimagenet_test_one_shot.py ├── miniimagenet_train_few_shot.py ├── miniimagenet_train_one_shot.py ├── models │ ├── miniimagenet_feature_encoder_5way_1shot.pkl │ ├── miniimagenet_feature_encoder_5way_5shot.pkl │ ├── miniimagenet_relation_network_5way_1shot.pkl │ └── miniimagenet_relation_network_5way_5shot.pkl ├── task_generator.py └── task_generator_test.py └── omniglot ├── models ├── omniglot_feature_encoder_20way_1shot.pkl ├── omniglot_feature_encoder_20way_5shot.pkl ├── omniglot_feature_encoder_5way_1shot.pkl ├── omniglot_feature_encoder_5way_5shot.pkl ├── omniglot_relation_network_20way_1shot.pkl ├── omniglot_relation_network_20way_5shot.pkl ├── omniglot_relation_network_5way_1shot.pkl └── omniglot_relation_network_5way_5shot.pkl ├── omniglot_test_few_shot.py ├── omniglot_test_one_shot.py ├── omniglot_train_few_shot.py ├── omniglot_train_one_shot.py └── task_generator.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/README.md -------------------------------------------------------------------------------- /datas/miniImagenet/proc_images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/datas/miniImagenet/proc_images.py -------------------------------------------------------------------------------- /datas/miniImagenet/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/datas/miniImagenet/test.csv -------------------------------------------------------------------------------- /datas/miniImagenet/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/datas/miniImagenet/train.csv -------------------------------------------------------------------------------- /datas/miniImagenet/val.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/datas/miniImagenet/val.csv -------------------------------------------------------------------------------- /datas/omniglot_28x28.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/datas/omniglot_28x28.zip -------------------------------------------------------------------------------- /miniimagenet/miniimagenet_test_few_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/miniimagenet_test_few_shot.py -------------------------------------------------------------------------------- /miniimagenet/miniimagenet_test_one_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/miniimagenet_test_one_shot.py -------------------------------------------------------------------------------- /miniimagenet/miniimagenet_train_few_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/miniimagenet_train_few_shot.py -------------------------------------------------------------------------------- /miniimagenet/miniimagenet_train_one_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/miniimagenet_train_one_shot.py -------------------------------------------------------------------------------- /miniimagenet/models/miniimagenet_feature_encoder_5way_1shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/models/miniimagenet_feature_encoder_5way_1shot.pkl -------------------------------------------------------------------------------- /miniimagenet/models/miniimagenet_feature_encoder_5way_5shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/models/miniimagenet_feature_encoder_5way_5shot.pkl -------------------------------------------------------------------------------- /miniimagenet/models/miniimagenet_relation_network_5way_1shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/models/miniimagenet_relation_network_5way_1shot.pkl -------------------------------------------------------------------------------- /miniimagenet/models/miniimagenet_relation_network_5way_5shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/models/miniimagenet_relation_network_5way_5shot.pkl -------------------------------------------------------------------------------- /miniimagenet/task_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/task_generator.py -------------------------------------------------------------------------------- /miniimagenet/task_generator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/miniimagenet/task_generator_test.py -------------------------------------------------------------------------------- /omniglot/models/omniglot_feature_encoder_20way_1shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_feature_encoder_20way_1shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_feature_encoder_20way_5shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_feature_encoder_20way_5shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_feature_encoder_5way_1shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_feature_encoder_5way_1shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_feature_encoder_5way_5shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_feature_encoder_5way_5shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_relation_network_20way_1shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_relation_network_20way_1shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_relation_network_20way_5shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_relation_network_20way_5shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_relation_network_5way_1shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_relation_network_5way_1shot.pkl -------------------------------------------------------------------------------- /omniglot/models/omniglot_relation_network_5way_5shot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/models/omniglot_relation_network_5way_5shot.pkl -------------------------------------------------------------------------------- /omniglot/omniglot_test_few_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/omniglot_test_few_shot.py -------------------------------------------------------------------------------- /omniglot/omniglot_test_one_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/omniglot_test_one_shot.py -------------------------------------------------------------------------------- /omniglot/omniglot_train_few_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/omniglot_train_few_shot.py -------------------------------------------------------------------------------- /omniglot/omniglot_train_one_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/omniglot_train_one_shot.py -------------------------------------------------------------------------------- /omniglot/task_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/floodsung/LearningToCompare_FSL/HEAD/omniglot/task_generator.py --------------------------------------------------------------------------------